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Speed up mme and mpv #1

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anastasiia-kornilova opened this issue Jul 6, 2021 · 2 comments
Open

Speed up mme and mpv #1

anastasiia-kornilova opened this issue Jul 6, 2021 · 2 comments

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@anastasiia-kornilova
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Now, the most time consuming operation is iteration over points in point cloud, which could be parallelized.

@Razlaw
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Razlaw commented Aug 21, 2021

Hi, an already parallelized version can be found here ;)
It's C++ though and the MPV is implemented a little differently, but the description in the paper isn't very detailed.
So that's totally the authors' fault :)
Let me know if you need help deciphering the code, it's pretty old.

@anastasiia-kornilova
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@Razlaw , hello! Thanks for your comment! Actually, I keep in mind this code as good efficient implementation from the moment I started doing this research project :)

The current stage of the work is a proof-of-concept, the next steps will be more about engineering and creating a tool. I see this as a tool with a Python interface for possible application in ML/DL as a metric, so it should be fast and, maybe, parallelized on GPU also. So, we will be happy to reuse your code and provide bindings to it at least for CPU part.

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