Method get_updates_for

tensorflow/python/keras/engine/base_layer.py:1371–1388

Retrieves updates relevant to a specific set of inputs. Arguments: inputs: Input tensor or list/tuple of input tensors. Returns: List of update ops of the layer that depend on `inputs`.

(self, inputs)

    return backend.batch_get_value(params)

  def get_updates_for(self, inputs):
    """Retrieves updates relevant to a specific set of inputs.

    Arguments:
      inputs: Input tensor or list/tuple of input tensors.

    Returns:
      List of update ops of the layer that depend on `inputs`.
    """
    if inputs is None:
      # Requesting unconditional updates.
      return [u for u in self.updates if u._unconditional_update]

    # Requesting input-conditional updates.
    updates = [u for u in self.updates if not u._unconditional_update]
    inputs = nest.flatten(inputs)
    reachable = tf_utils.get_reachable_from_inputs(inputs, updates)
    return [u for u in updates if u in reachable]

  def get_losses_for(self, inputs):
    """Retrieves losses relevant to a specific set of inputs.