MATLAB: How to make this code more efficient so it will run faster

runtime

Hello, I am currently working on a coding assignment that wants me to track a walking person for 2500 steps while using a random number generator between 1 and 2 to determine if the walker steps left or right for each step. Furthermore, I am supposed to run the simulation for X amount of times (X = [1000, 2500, 10000, 25000, 100000, 1000000]), effectively creating 6 "ensembles." I am then supposed to record the final location of the walker at the end of each simulation, and then generate a histogram composed of the ending positions for each ensemble. Now I have already come up with my own code, and it outputs 5 of the 6 necessary histograms (which I assume are correct). However, it will often take 20+ minutes to actually output anything and even then it doesn't fully run to completion for some reason. Here is my code: 
% 1 = step left
% 2 = step right 
X = [1000, 2500, 10000, 25000, 100000, 1000000] ;
for k = 1:length(X)
  
    Final = zeros(1,X(k)) ;
    
    for j = 1:X(k) 
    
        for i = 1:2500
        
         W = randi(2) ;
        
            if W == 1 % Left
        
                Final(j) = Final(j) - 1 ;
          
            else % Right
       
                Final(j) = Final(j) + 1 ;
        
            end
        end
    end
    
    figure
    histogram(Final,50)
   
end

Best Answer

Since the order of the steps doesn't matter, how about this?
X = [1000, 2500, 10000, 25000, 100000, 1000000];
for k = 1:length(X)
    Final = zeros(1,X(k));
    for j = 1:X(k)
         W = randi(2,2500,1); % generate all 2500 steps at once
         Final(j) = sum(W==2) - sum(W==1); % 2s are forwards, 1s are backwards
    end
    figure
    histogram(Final,50)
    drawnow
end
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