My GPU coder has wrong output.

Question

lim daehee 2019-12-4

0
链接

此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/494723-my-gpu-coder-has-wrong-output

回答： Walter Roberson 2019-12-4

I'm studying GPU coder, and I have a problem with GPU coder.

I generated my code into MEX file stated below.

function [B_mat,R_mat] = fcn_Get_B(a) %#codegen
coder.gpu.kernelfun();
n = length(a);
B_mat = coder.nullcopy(ones(n));
R_mat = coder.nullcopy(ones(n));
coder.gpu.kernel;
for i=1:n
    for j=1:n
        R_mat(i,j)=B_mat(i,j)*3;
    end
end

I intended that the result of B_mat is axa matrices and its elements are all 1 and R_mat is axa matrices and its elements are all 3. In CPU, the function worked well and the value B_mat and R_mat is as I thought. However, when I generated MEX file with this function, all elements of B_mat and R_mat became 0.

I wonder why this problem happened.

Does anybody who knows the way to solve my problem?

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Answer 1

Walter Roberson 2019-12-4

1
链接

此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/494723-my-gpu-coder-has-wrong-output#answer_404652

https://www.mathworks.com/help/fixedpoint/ref/coder.nullcopy.html

X = coder.nullcopy(A) copies type, size, and complexity of A to X, but does not copy element values. The function preallocates memory for X without incurring the overhead of initializing memory. In code generation, the coder.nullcopy function declares uninitialized variables.

So your source matrix B_mat is uninitialized. It could contain anything . Containing 0 is as valid as anything else. It could contain 0xDEADBEEF