contraction compressor
Country:
- North America > United States > Virginia (0.04)
- Asia > Middle East > Saudi Arabia > Mecca Province > Thuwal (0.04)
- Asia > China > Hong Kong (0.04)
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Error Compensated Distributed SGD can be Accelerated
In this work, we show for the first time that error compensated gradient compression methods can be accelerated. In particular, we propose and study the error compensated loopless Katyusha method, and establish an accelerated linear convergence rate under standard assumptions.
Country:
- North America > United States > Virginia (0.04)
- Asia > Middle East > Saudi Arabia > Mecca Province > Thuwal (0.04)
- Asia > China > Hong Kong (0.04)
- (3 more...)
Technology:
Error Compensated Distributed SGD can be Accelerated
In this work, we show for the first time that error compensated gradient compression methods can be accelerated. In particular, we propose and study the error compensated loopless Katyusha method, and establish an accelerated linear convergence rate under standard assumptions.
Country:
- North America > United States > Virginia (0.04)
- Asia > Middle East > Saudi Arabia > Mecca Province > Thuwal (0.04)
- Asia > China > Hong Kong (0.04)
- (3 more...)
Technology: