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Spconv Engine Implementation

Open barrydoooit opened this issue 7 months ago • 5 comments

Hi @hopef !

I found a huge gap of inference latency on orin of BEVFusion's lidar-scn backbone, between using the engine returned by spconv::load_engine_from_onnx(30ms) and using the original pytorch implementation(100ms). Therefore I want to check how is that spconv engine handling the forward process and I wonder where may we get the implementation of that Spconv Engine class (defined in engine.hpp?

I suppose it's in the libspconv, but I got no clue of existence of this class from traveller59's spconv repo. Is it implemented additionally along with this Lidar_AI_Solution project and would not be released? Looking forward to your reply.

barrydoooit avatar Jun 26 '24 11:06 barrydoooit