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Speed up mme and mpv

Open anastasiia-kornilova opened this issue 4 years ago • 2 comments

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

anastasiia-kornilova avatar Jul 06 '21 16:07 anastasiia-kornilova

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.

Razlaw avatar Aug 21 '21 14:08 Razlaw

@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.

anastasiia-kornilova avatar Aug 21 '21 17:08 anastasiia-kornilova