SiP Architecture For Accelerating Collective Communication in Distributed Deep Learning.

Zhenguo Wu,Liang Yuan Dai,Ziyi Zhu,Asher Novick,Madeleine Glick,Keren Bergman

OFC（2023）

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摘要

We present a silicon photonic architecture for accelerating collective communications in distributed deep learning. We demonstrate a 22% job completion time improvement in a small-scale testbed and 1.4 to 5.9× improvement in large-scale simulations.

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