Do Matlab structures leak memory?

8 views (last 30 days)
Klaus Förger
Klaus Förger on 18 Jun 2015
Commented: Klaus Förger on 19 Jun 2015
I am currently processing data files that are so large that I can fit them to memory only one per at a time. My problem is that if I use structures for storing the data, I keep getting out of memory errors. I managed reproduce the problem with the following code:
%%This runs ok first time, but gives "Out of memory" error on the second run
clear;
mult = 200;
a = zeros(mult * 1000, 1000);
%%The following code seems to leak memory
clear a;
for i = 1:mult
s(i).sa = rand(1000, 1000);
end
s_copy = s;
I was wondering if anyone can reproduce this problem or is my computer broken? You might need to adjust the 'mult' to a larger value to get the code reserve enough memory to cause the problem.
  1 Comment
Klaus Förger
Klaus Förger on 19 Jun 2015
I did some further testing, and it seems that I can replicate the problem only if I run the code as the first thing after starting Matlab. Also, if I comment out the line "s_copy = s", the problem does not appear. And after running the commented version, the original one seems to work fine, and all the memory can be released with the command 'clear'.
Therefore, it seems that creating a fake struct to reserve memory and clearing it out before doing any actual work might solve my problem. I need to try this while working to see if this is the case. However, it seems strange that the problem can appear at all.

Sign in to comment.

Answers (2)

B.k Sumedha
B.k Sumedha on 18 Jun 2015
I suggest you to try:
File > Preferences > General > Java Heap Memory.
Then you can increase the amount of memory beyond the default value of 196 MB. Hope this helps.
  3 Comments
Klaus Förger
Klaus Förger on 18 Jun 2015
In the real code I use, I am not multiplying anything, instead I have the same amount of motion capture data that I load from files.
The point of my example code is to show that having the same amount of data in an array works, but if it is in a struct it cannot be cleared out of the memory.
I just tried this on a second computer that has more memory, and the same problem happens there too. After running the code once, Matlab used 2.0 GB. Then I run the command 'clear' and Matlab still uses 2.0 GB. After this, when I run the first section again Matlab uses 3.4 GB. That would have been too much for the other computer.

Sign in to comment.


Philip Borghesani
Philip Borghesani on 18 Jun 2015
This is not a leak and has nothing to do with Java heap. This code is not using the Java heap.
The problem is that you are fragmenting the virtual address space on a 32 bit version of MATLAB. Use the memory command to to view available and largest memory blocks along with how much memory MATLAB is using.
The best solution is to use 64 bit MATLAB.
You might take a look at this Is your memory fragmented
  3 Comments
Klaus Förger
Klaus Förger on 19 Jun 2015
I use a regular installation with no Virtual Machines. Having enough memory or swap space of course prevents the 'Out of memory' errors. However, it does not really solve the issue that I can end up having several GBs to be unclearable without restarting Matlab.
I generally try to avoid resorting to swap space as that really slows down everything. The first time I encountered this issue was not an 'Out of memory' error, but the whole computer slowed to almost halt as swapping started.

Sign in to comment.

Tags

Products

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!