gistfile1.txt

def generator(z,reuse=None):
    with tf.variable_scope('gen',reuse=reuse):
        hidden1=tf.layers.dense(inputs=z,units=128,activation=tf.nn.leaky_relu)
        hidden2=tf.layers.dense(inputs=hidden1,units=128,activation=tf.nn.leaky_relu)
        output=tf.layers.dense(inputs=hidden2,units=784,activation=tf.nn.tanh)
        
        return output
    
def discriminator(X,reuse=None):
    with tf.variable_scope('dis',reuse=reuse):
        hidden1=tf.layers.dense(inputs=X,units=128,activation=tf.nn.leaky_relu)
        hidden2=tf.layers.dense(inputs=hidden1,units=128,activation=tf.nn.leaky_relu)
        logits=tf.layers.dense(hidden2,units=1)
        output=tf.sigmoid(logits)
        
        return output,logits