models.py 文件源码

def __init__(self, _input, name, deterministic_initialization=False):
        """
        Creates an object that represent a network. Important attributes of a Network object are

        `var_list`: list of tf.Variables that constitute the parameters of the model

        `inp`: list, first element is `_input` and last should be output of the model. Other entries can be
        hidden layers activations.

        :param _input: tf.Tensor, input of this model.
        """
        super(Network, self).__init__()

        self.name = name

        self.deterministic_initialization = deterministic_initialization
        self._var_list_initial_values = []
        self._var_init_placeholder = None
        self._assign_int = []
        self._var_initializer_op = None

        self.Ws = []
        self.bs = []
        self.inp = [_input]
        self.out = None  # for convenience
        self.var_list = []

        self.active_gen = []
        self.active_gen_kwargs = []

        self.w = None