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[IE CLDNN] disabled crop optimization prior to NMS #6015

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yeonbok
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@yeonbok yeonbok commented Jun 3, 2021

Details:

crop + NMS should not be merged because optimizing out crop will add padding input for NMS while NMS is not supporting padding currently

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  • 52279

@yeonbok yeonbok requested review from a team as code owners June 3, 2021 10:54
@openvino-pushbot openvino-pushbot added the category: GPU OpenVINO GPU plugin label Jun 3, 2021
@yeonbok yeonbok force-pushed the taylor_fix_crop_nms branch from 15d6947 to fbdb585 Compare June 3, 2021 13:49
@yeonbok yeonbok removed the category: GPU OpenVINO GPU plugin label Jun 3, 2021
@yeonbok yeonbok added this to the 2021.4 milestone Jun 3, 2021
@isanghao
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isanghao commented Jun 4, 2021

In the long-term, I think the proper method is to support padding from NMS. If NMS does not support padding, we need to check and reject it.

@ghost ghost mentioned this pull request Jun 4, 2021
…p will add unexpected padding while NMS cannot handle it properly
@yeonbok yeonbok force-pushed the taylor_fix_crop_nms branch from fbdb585 to f05e703 Compare June 4, 2021 02:11
@vladimir-paramuzov vladimir-paramuzov merged commit d3a5c67 into openvinotoolkit:master Jun 4, 2021
@vladimir-paramuzov vladimir-paramuzov added the category: GPU OpenVINO GPU plugin label Jun 4, 2021
yekruglov pushed a commit to yekruglov/openvino that referenced this pull request Jun 7, 2021
…p will add unexpected padding while NMS cannot handle it properly (openvinotoolkit#6015)
rnugmanx pushed a commit to rnugmanx/openvino that referenced this pull request Aug 26, 2021
…p will add unexpected padding while NMS cannot handle it properly (openvinotoolkit#6015)
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4 participants