Cherry pick/fix transformer#16620
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JiabinYang merged 3 commits intoPaddlePaddle:release/1.4from Apr 8, 2019
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* Fix bug of gradient interface * shrink transformer * Right transformer * Change from width-first backward to deep-first backward process test=develop * Reverse iterator op's input test=develop * Polish code * Change the iteration direction in ingrads' map slots test=develop * Polish code test=develop
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