SySMOL: Co-designing Algorithms and Hardware for Neural Networks with Heterogeneous Precisions

no code implementations • 23 Nov 2023 • Cyrus Zhou, Pedro Savarese, Vaughn Richard, Zack Hassman, Xin Yuan, Michael Maire, Michael DiBrino, Yanjing Li

We present an end-to-end co-design approach encompassing computer architecture, training algorithm, and inference optimization to efficiently execute networks with fine-grained heterogeneous precisions.

Inference Optimization Quantization