'Allocate output buffer to store activations from fprop.
Arguments:
shared_outputs (Tensor, optional): pre-allocated tensor for activations to be
computed into'

def allocate(self, shared_outputs=None):

    super(LRN, self).allocate(shared_outputs)
    self.denom = self.be.iobuf(self.in_shape)
