Wrong result when using gpuArray with multiple implicit singleton expansions
1 view (last 30 days)
Show older comments
Hi, I am using Matlab R2017b Update 8, and recently I find Matlab produce wrong result when calculating expressions using gpuArray with multiple implicit singleton expansion.
A minimal test case:
Matrixc = rand(2,2) * 3;
Matrixg = gpuArray(Matrixc);
wc = -2:1:2;
w3c = reshape(wc,1,1,length(wc));
w3g = gpuArray(w3c);
GPUc = gather(Matrixg(1,:).*w3g + 0.5*(Matrixg(1,:).^2+Matrixg.^2));
CPU = Matrixc(1,:).*w3c + 0.5*(Matrixc(1,:).^2+Matrixc.^2);
GPUtemp1 = Matrixg(1,:).*w3g;
GPUTemp2 = 0.5*(Matrixg(1,:).^2+Matrixg.^2);
GPUc2 = gather(GPUtemp1 + GPUTemp2);
disp(max(Matrixg(:) - Matrixc(:)));
disp(max(w3g(:) - w3c(:)));
disp(max(GPUc(:) - CPU(:)));
disp(max(GPUc2(:) - CPU(:)));
Produce results:
0
0
0.635767744700676
0
And as you can see here the problem can be by-passed by splitting up the expression to multiple steps. I want to know is it a Matlab bug or is it designed in this way?
UPDATE:
0 Comments
Answers (1)
Wentao Du
on 8 Oct 2018
If you would like to use R2017b, you may try the workaround mentioned in the report.
0 Comments
See Also
Categories
Find more on GPU Computing in MATLAB in Help Center and File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!