def generate_y(self, y_labeled):
y_unlabeled_tiled = tf.reshape(tf.tile(tf.eye(self._num_classes), [1, self._batch_size]),
[self._num_classes * self._batch_size, self._num_classes])
y_all = tf.concat([y_labeled, y_unlabeled_tiled], 0)
return y_all, y_unlabeled_tiled
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