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vectorize_layers2.m

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vectorize_layers2.m

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function [theta] = vectorize_layers2(W1,W2)

[r1,c1] = size(W1);

[r2,c2] = size(W2);

theta = zeros(r1*c1 + r2*c2,1);

count = 1;

for i = 1:r1

newcount = count + c1 - 1;

theta(count:newcount) = W1(i,:);

count = newcount + 1;

end

for i = 1:r2

newcount = count + c2 - 1;

theta(count:newcount) = W2(i,:);

count = newcount + 1;

end