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NeurIPS 2022: Overcoming communication bottlenecks for decentralized training (1/2)
Part 1 introduces scheduling algorithms for foundation model training over heterogeneous networks, achieving near data-center throughput on 100x slower connections.
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NeurIPS 2022: Overcoming communication bottlenecks for decentralized training (1/2)
Part 1 introduces scheduling algorithms for foundation model training over heterogeneous networks, achieving near data-center throughput on 100x slower connections.
- ·
NeurIPS 2022: Overcoming communication bottlenecks for decentralized training (2/2)
Part 2 explores activation compression techniques for decentralized training over slow networks, reducing communication overhead while maintaining model quality.