This paper proposes a neural architecture search method specifically for object detection tasks. Although the review scores were initially borderline, the feedback and the subsequent discussion swayed the reviewers into a jointly and consistently positive opinion of the paper. Although the concerns of R5 remain, even this reviewer agrees that they are not sufficient to criticise this work as a whole. I thus recommend to accept this paper.