title: Element wise matrix multiplication in Theano
body: <p>I could see element wise matrix multiplication using numpy can be done with * operator. </p>
  
  <pre><code>print np.mat(np.ones((10,10)))*np.mat(np.ones((10,10)))
  </code></pre>
  
  <p>But couldnt get it working under theano. The code I tried is</p>
  
  <pre><code>x = T.dmatrix('x')
  y = T.dmatrix('y')
  z = x * y
  f1 = theano.function([x, y], z)
  
  print f1(np.mat(np.ones((10,10))),np.mat(np.ones((10,10))))
  </code></pre>