Gan.py 文件源码

def get_gen_variables(self):

        weights = {

            'wd': tf.Variable(tf.random_normal([self.sample_size+self.y_dim , 1024], stddev=0.02), name='gen_w1'),
            'wc1': tf.Variable(tf.random_normal([1024 + self.y_dim , 7 * 7 * 128], stddev=0.02), name='gen_w2'),
            'wc2': tf.Variable(tf.random_normal([4, 4, 64, 128 + self.y_dim], stddev=0.02), name='gen_w3'),
            'wc3': tf.Variable(tf.random_normal([4, 4, 1, 64 + self.y_dim], stddev=0.02), name='gen_w4'),
        }

        biases = {

            'bd': tf.Variable(tf.zeros([1024]), name='gen_b1'),
            'bc1': tf.Variable(tf.zeros([7 * 7 * 128]), name='gen_b2'),
            'bc2': tf.Variable(tf.zeros([64]), name='gen_b3'),
            'bc3': tf.Variable(tf.zeros([1]), name='gen_b4')
        }

        return weights, biases