Converting this nested for loop for parfor use
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I received some really useful help on a similar problem last night here: http://www.mathworks.com/matlabcentral/answers/105436-converting-this-3-nested-for-loop-for-parfor
But this problem is slightly different. I have three local matrices A,B,C that essentially get inserted in the global matrix Aglobal in three separate places. The local matrices themselves will never be split up if you look closely at the code. For example, all three rows and columns of A will always get inserted together in a 3x3 block, but not in the same places as B or C.
NLoc = 3;
nElem = 100;
nEdge = 300;
Aglobal = zeros(NLoc*nElem);
for k=1:nEdge
index1 = function1(k,...);
index2 = function2(k,...);
% A,B, and C are local matrices of dimension 3x3
[A,B,C] = local_mat(k);
for i=1:NLoc
ie = i+(index1-1)*NLoc;
for j=1:NLoc
je = j+(index1-1)*NLoc;
Aglobal(ie,je) = Aglobal(ie,je) + A(i,j);
end
end
for i=1:NLoc
ie = i+(index2-1)*NLoc;
for j=1:NLoc
je = j+(index2-1)*NLoc;
Aglobal(ie,je) = Aglobal(ie,je) + B(i,j);
end
end
for i=1:NLoc
ie = i+(index1-1)*NLoc;
for j=1:NLoc
je = j+(index2-1)*NLoc;
Aglobal(ie,je) = Aglobal(ie,je) + C(i,j);
end
end
end
2 个评论
Matt J
2013-11-10
Are you sure the 2nd inner for loop (the one that uses B(i,j) is right? It shouldn't involve both index1 and index2, similar to the 3rd loop, e.g.,
for i=1:NLoc
ie = i+(index2-1)*NLoc;
for j=1:NLoc
je = j+(index1-1)*NLoc;
Aglobal(ie,je) = Aglobal(ie,je) + B(i,j);
end
end
Justin
2013-11-10
回答（1 个）
index1=zeros(nEdge1,1);
index2=zeros(nEdge1,1);
A=cell(1,nEdge); B=A;C=A;
csize=[NLoc,NLoc];
Aglobal = mat2tiles(zeros(NLoc*nElem),csize);
parfor k=1:nEdge
index1(k) = function1(k,...);
index2(k)= function2(k,...);
[A{k},B{k},C{k}] = local_mat(k);
end
Aidx=sub2ind(csize,index1,index1);
Bidx=sub2ind(csize,index2,index2);
Cidx=sub2ind(csize,index1,index2);
Aglobal(Aidx)=A;
Aglobal(Bidx)=B;
Aglobal(Cidx)=C;
Aglobal=cell2mat(Aglobal);
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