85caab8f4ee7888f8649af662166a6dd3f784e5a,t3f/neural.py,KerasDense,build,#KerasDense#,46

Before Change

    self.W = t3f.get_variable(name, initializer=initializer)
    self.b = None
    if self.use_bias:
      b_name = "tt_dense_b_{}".format(KerasDense.counter)
      b_init = tf.constant_initializer(self.bias_initializer)
      self.b = tf.get_variable(b_name, shape=self.output_dim,
                               initializer=b_init)
    KerasDense.counter += 1

After Change

                       ""he", and "lecun"  are supported"
                       % self.kernel_initializer)
    name = "tt_dense_{}".format(self.counter)
    with tf.variable_scope(name):
      self.matrix = t3f.get_variable("matrix", initializer=initializer)
      self.b = None
      if self.use_bias:
        b_init = tf.constant_initializer(self.bias_initializer)
        self.b = tf.get_variable("bias", shape=self.output_dim,
                                 initializer=b_init)
    self.trainable_weights = list(self.matrix.tt_cores)
    if self.b is not None:
      self.trainable_weights.append(self.b)

Instances