Out of memory error when calling the same function in a for loop many times
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I have a function that performs a stochastic simulation and writes results into a csv file.
I have a script:
function RunMultipleSimulations(parameters)
for i=1:N
RunSingleSimulations(parameters, output_filename)
end
end
When I do this for a large number of N, I get out of memory error. I don't understand why this is the case because I thought all variables from calling the function would get cleared at the end and free up the memory.
My workaround has been to run RunSingleSimulations(parameters, ~) individually and then combining the output file at the end. I never get out of memory error while running the function a single time. So I suppose there's some buildup of memory usage by calling it in a for loop, and would like some help understanding why and how to deal with it.
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Stephen23
2020년 10월 13일
@Leerang Yang: please upload the function RunSingleSimulations (or an MWE that demonstrates the issue) by clicking the paperclip button. What is the value of N? Are any file handles correctly closed at the end of the function?
Without seeing the function we have to resort to guessing, which is not an efficient way to debug.
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Gaurav Garg
2020년 10월 12일
Hi Yang,
As the error suggests, you have exhausted all your memory when you try to run this function in a loop.
Moreover, you can take help from -
- https://www.mathworks.com/matlabcentral/answers/406845-out-of-memory-error
- https://www.mathworks.com/help/matlab/matlab_prog/resolving-out-of-memory-errors.html
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