Symbolic array pre-allocation

7 views (last 30 days)
lvn
lvn on 28 Oct 2014
Answered: Stefan Wehmeier on 30 Oct 2014
Symbolic array pre-allocation only allocates pointers as I understood it from reading the forum. This is causing a major slowdown in code we are looking at
a=sym(zeros(50000,1));
Filling the area with relatively simple expression e.g. '3+sqrt(5)/sqrt(7)' a serious slowdown is noted around the 9000th index.
Would it be possible to allocate memory by defining the sym array (in the definition) with large expressions '3+sqrt(1)+sqrt(2)+sqrt(3)+sqrt(4)+sqrt(5)+sqrt(6)+sqrt(7)' for all elements 1:50000, so that effectively a memory allocation is forced at the definition step. Is this possible in the definition of sym? I tried repmat, but didn't get it too work.
  2 Comments
Siddharth Sundar
Siddharth Sundar on 29 Oct 2014
- Can you check the output of the memory command before and after the 9000th iteration of the for loop you are to define these expressions? - What is the expression you are using in the 9000th iteration?
lvn
lvn on 29 Oct 2014
Here is a minimal examples that reproduces the behavior (and answers your questions). Thanks for trying to help!
list1=sym(zeros(50000,1));
for a=1:50000
tic
list1(a)=sym('pi+1+1');
z=toc;
[uV, sV] = memory;
fprintf('Iteration: %d, Time: %f, Memory available: %f\n', a, z, sV.PhysicalMemory.Available);
end
% ...
% Iteration: 8255, Time: 0.002197, Memory available: 5797949440.000000
% Iteration: 8256, Time: 0.001595, Memory available: 5797949440.000000
% Iteration: 8257, Time: 0.001827, Memory available: 5797949440.000000
% Iteration: 8258, Time: 0.002016, Memory available: 5797949440.000000
% Iteration: 8259, Time: 0.001667, Memory available: 5797949440.000000
% Iteration: 8260, Time: 0.001540, Memory available: 5797949440.000000
% Iteration: 8261, Time: 0.001582, Memory available: 5797949440.000000
% Iteration: 8262, Time: 0.001593, Memory available: 5797949440.000000
% Iteration: 8263, Time: 0.001547, Memory available: 5797949440.000000
% Iteration: 8264, Time: 0.001544, Memory available: 5797949440.000000
% Iteration: 8265, Time: 0.034461, Memory available: 5797949440.000000 <--- Factor 30 slower!!
% Iteration: 8266, Time: 0.030669, Memory available: 5797949440.000000
% Iteration: 8267, Time: 0.030971, Memory available: 5797949440.000000
% Iteration: 8268, Time: 0.031167, Memory available: 5797949440.000000
% Iteration: 8269, Time: 0.030904, Memory available: 5797949440.000000
% Iteration: 8270, Time: 0.031072, Memory available: 5797949440.000000

Sign in to comment.

Accepted Answer

Stefan Wehmeier
Stefan Wehmeier on 30 Oct 2014
My question is in which form do you have the 50000 entries you want to fill in. As strings in a cell array A? Then
B = cellfun(@sym, A, 'UniformOutput', false);
list1 = [B{:}];
is better. Or really 50000 times the same string? Then avoid calling sym(..) on it in a loop.
All sym vectors are internally vectors of pointers. You cannot pre-allocate the memory these pointers point to ...

More Answers (0)

Community Treasure Hunt

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

Start Hunting!