Search Results for author: Keyu Yang

Found 3 papers, 1 papers with code

FastSGD: A Fast Compressed SGD Framework for Distributed Machine Learning

no code implementations8 Dec 2021 Keyu Yang, Lu Chen, Zhihao Zeng, Yunjun Gao

Distributed ML models trained by SGD involve large amounts of gradient communication, which limits the scalability of distributed ML.

BIG-bench Machine Learning Quantization

Finding Materialized Models for Model Reuse

1 code implementation13 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

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