def __discriminator(self, x, scope, reuse, hidden_units):
with tf.variable_scope(scope, reuse=reuse):
h1 = tf.layers.dense(x, hidden_units, activation=None)
h1 = LeakyReLU(h1, self.alpha)
logits = tf.layers.dense(h1, 1, activation=None)
out = tf.sigmoid(logits)
return out, logits
#---------------------------------------------------------------------------
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