Search Results for author: Sudarshan Sreeram

Found 2 papers, 1 papers with code

HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator

1 code implementation • 5 Jun 2024 • Zhewen Yu, Sudarshan Sreeram, Krish Agrawal, Junyi Wu, Alexander Montgomerie-Corcoran, Cheng Zhang, Jianyi Cheng, Christos-Savvas Bouganis, Yiren Zhao

We propose a Hardware-Aware Sparsity Search (HASS) to systematically determine an efficient sparsity solution for dataflow accelerators.

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Sculpting Efficiency: Pruning Medical Imaging Models for On-Device Inference

no code implementations • 10 Sep 2023 • Sudarshan Sreeram, Bernhard Kainz

Leveraging ML advancements to augment healthcare systems can improve patient outcomes.

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