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Yu-Shun Hsiao

2 accepted papers

2024

RobotPerf: An Open-Source, Vendor-Agnostic, Benchmarking Suite for Evaluating Robotics Computing System Performance

ICRA 2024poster

We introduce RobotPerf, a vendor-agnostic bench-marking suite designed to evaluate robotics computing performance across a diverse range of hardware platforms using ROS 2 as its common baseline. The suite encompasses ROS 2 packages covering the full robotics pipeline and integrates two distinct benc…

Cited by 16SourcecodeScholar
2023

VaPr: Variable-Precision Tensors to Accelerate Robot Motion Planning

IROS 2023poster

High-dimensional motion generation requires nu-merical precision for smooth, collision-free solutions. Typically, double-precision or single-precision floating-point (FP) formats are utilized. Using these for big tensors imposes a strain on the memory bandwidth provided by the devices and alters the…

Cited by 5SourceScholar