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20202024
most citedFedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Collaborative Training

12 citations · 30 across the 5 of their papers we have counts for

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cs.DC2020★ 1 cited

Scaling Distributed Deep Learning Workloads beyond the Memory Capacity with KARMA

Mohamed Wahib, Haoyu Zhang, Truong Thao Nguyen +5

The dedicated memory of hardware accelerators can be insufficient to store all weights and/or intermediate states of large deep learning models. Although model parallelism is a via…