title: CNN - Reshaping output from Conv layer to dense layer
body: <p>My conv-layer has the output shape of (64,3,3,80) where 64 is the batch size. The next layer is a dense layer of shape (3920,4096). How do I reshape the output of my conv-layer to fit with the shape of my dense layer? I am implementing in tensorflow :) 
  This is the layer just before the dense layer.</p>
  
  <pre><code>    stride_conv = [1,1,1,1] 
      padding='SAME'
      filter_3 = tf.Variable(initial_value=tf.random_normal([3,3,112,80]))
      conv_3 = tf.nn.conv2d(conv_2,filter_3,stride_conv,padding)
  </code></pre>
  
  <p>Thanks!</p>