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11/08/2021
Synthesizing Collective Communication Algorithms for Heterogeneous Networks with TACCL
Large ML models and datasets have necessitated the use of multi-GPU syst...
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10/27/2020
Memory Optimization for Deep Networks
Deep learning is slowly, but steadily, hitting a memory bottleneck. Whil...
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09/25/2019
Scalable and Efficient Data Authentication for Decentralized Systems
Decentralized systems such as blockchains promise to fundamentally chang...
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03/09/2019