I have the following code:
for i=1:N, some_mex_file(); end
My MEX file does the following:
I am wondering if it takes more time when I call a MEX file in a loop that allocates large memory blocks for its object. I was thinking of migrating to C++ so that I can declare the object only once and just reset its memory space so that it can be used again and again without new declaration. Is this going to make a difference or going to be a worthless effort? In other words, does it take more time to allocate a memory in MEX file than to declare it once and reuse it?
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Yes, it does take extra time to repeatedly do the allocation/deallocation. In your current code, is this a C++ object? A MATLAB object? You can create it at the highest level, i.e. outside the mexFunction so that it can be permanent. Then register a mexAtExit function to free it when the mex function gets cleared. Or, alternatively, if it is a MATLAB object you can create it once outside the loop at the m-file level, pass that into the mex function, and operate on it in-place. But that can get tricky because of data sharing among variables, so you would need to avoid that.