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Inference speed? #1

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ghimiredhikura opened this issue Jun 20, 2019 · 2 comments
Open

Inference speed? #1

ghimiredhikura opened this issue Jun 20, 2019 · 2 comments

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@ghimiredhikura
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Hi,

Great work.
May I know the inference speed in ms or in FPS?

Thanks.

Deepak

@Hizhaoyuan
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With 1080TI GPU card, the whole process from point cloud data to bounding boxes takes about 38-45ms.

@ghimiredhikura
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ghimiredhikura commented Jun 25, 2019

Thanks @Hizhaoyuan,

I think we can get great end to end speedup if we convert make_bv_feature function to pytorch gpu. This is the most time consuming function right now as it is done using numpy. Have you thought about it?

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