A lightweight UCB-based autotuner (LASP) tuned four HPC applications on a Jetson Nano, finding configurations within 12% of the oracle and improving over defaults by 6-14%.
Software challenges in extreme scale systems,
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HPC Application Parameter Autotuning on Edge Devices: A Bandit Learning Approach
A lightweight UCB-based autotuner (LASP) tuned four HPC applications on a Jetson Nano, finding configurations within 12% of the oracle and improving over defaults by 6-14%.