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Enhance ops to support LoD as input for dygraph detection models. (#25316)
* enhance collect_op for dygraph, test=develop * enhance detection ops with lod, test=develop * support none bbox left in generate_proposals, test=develop * unfiy MultiLevelRoisNum, test=develop * update core.ops, test=develop * add op register for new input & output, test=develop
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