机译:Following the Correct Direction: Renovating Sparsified SGD Towards Global Optimization in Distributed Edge Learning
Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China|EBUPT COM, Beijing 100191, Peoples R China;
Univ Houston, Dept Elect & Comp Engn, Houston, TX 77004 USA|Kyung Hee Univ, Dept Comp Sci & Engn, Seoul 446701, South Korea;
Training; Optimization; Convergence; Task analysis; Image edge detection; Data models; Sun; Distributed edge learning; gradient sparsification; optimization direction;