import tensorflow as tf

            W = tf.gather(W, unused_indices, axis=0)
            W = tf.reshape(W, (1, 1, num_out_blocks * block_ch, block_ch))
            X = tf.reshape(out_blocks, (-1, w, h, num_out_blocks * block_ch))
            X = tf.nn.relu(X)
