def GetRepresentation(self, layername, numbatches, inputlayername=[],
                        validation=True):
    """Get the representation at layer 'layername'."""
    step = 0
    self.rep_pos = 0
    inputlayer = []
    self.inputs = []
    layer_to_tap = self.GetLayerByName(layername)
    self.rep = np.zeros((numbatches * self.e_op.batchsize, layer_to_tap.state.shape[0]))
    for i, lname in enumerate(inputlayername):
      l = self.GetLayerByName(lname)
      inputlayer.append(l)
      self.inputs.append(np.zeros((numbatches * self.e_op.batchsize,
                                   l.state.shape[0])))
    if validation:
      datagetter = self.GetValidationBatch
    else:
      datagetter = self.GetTestBatch
    for batch in range(numbatches):
      datagetter()
      self.GetRepresentationOneBatch(layer_to_tap, inputlayer)
    return self.rep, self.inputs
Get the representation at layer 'layername'.
deepnet/dbm.py