SparDL: Distributed Deep Learning Training with Efficient Sparse Communication

no code implementations • 3 Apr 2023 • Minjun Zhao, Yichen Yin, YUREN MAO, Qing Liu, Lu Chen, Yunjun Gao

Recently, a few methods have been put forward to handle the SGA dilemma.

Finding Materialized Models for Model Reuse

1 code implementation • 13 Oct 2021 • Minjun Zhao, Lu Chen, Keyu Yang, Yuntao Du, Yunjun Gao

It uses a Gaussian mixture-based metric called separation degree to rank materialized models.

Model Selection Transfer Learning