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TorchSparse++: Efficient Point Cloud Engine

Published • Jun 1, 2023
Authors:
Haotian Tang
,
Shang Fa Yang
,
Zhijian Liu

Abstract

Point cloud computation has become an increasingly more important workload for autonomous driving and other applications. Unlike dense 2D computation, point cloud convolution has sparse and irregular computation patterns and thus requires dedicated inference system support with specialized high-perf...

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