COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning

Chamika Sudusinghe; Gerasimos Gerogiannis; Damitha Lenadora; Charles Block; Josep Torrellas; Charith Mendis

2025 ICML ICML 2025

COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Chamika Sudusinghe, Gerasimos Gerogiannis, Damitha Lenadora, Charles Block, Josep Torrellas, Charith Mendis

Topics

Artificial Intelligence > Learning Paradigms > Few-Shot Learning Machine Learning > Application Areas > Domain Adaptation Deep Learning > Learning Types > Transfer Learning

Keywords

few-shot fine-tuning cost model accelerators emerging hardware general-purpose hardware sparse tensor programs

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