Method trainable_variables

tensorflow/python/module/module.py:158–170

Sequence of variables owned by this module and it's submodules. Note: this method uses reflection to find variables on the current instance and submodules. For performance reasons you may wish to cache the result of calling this method if you don't expect the return value to change.

(self)

  @property
  def trainable_variables(self):
    """Sequence of variables owned by this module and it's submodules.

    Note: this method uses reflection to find variables on the current instance
    and submodules. For performance reasons you may wish to cache the result
    of calling this method if you don't expect the return value to change.

    Returns:
      A sequence of variables for the current module (sorted by attribute
      name) followed by variables from all submodules recursively (breadth
      first).
    """
    return tuple(self._flatten(predicate=_is_trainable_variable))

  @property
  def submodules(self):