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  1. grace grace Public

    GRACE - GRAdient ComprEssion for distributed deep learning

    Python 138 44

  2. omnireduce omnireduce Public

    C++ 69 13

  3. net-accel-dl-tutorial-sigcomm21 net-accel-dl-tutorial-sigcomm21 Public

    Network-Accelerated Distributed Deep Learning

    10 3

  4. layer-wise-aaai20 layer-wise-aaai20 Public

    Code repository for AAAI'20 paper: On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning

    Jupyter Notebook 9 3

  5. SIDCo SIDCo Public

    SIDCo is An Efficient Statistical-based Gradient Compression Technique for Distributed Training Systems

    Python 9 3

  6. omnireduce-experiments omnireduce-experiments Public

    Python 7 3

Repositories

Showing 10 of 19 repositories
  • colext Public

    FL testbed

    sands-lab/colext’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Dec 17, 2024
  • hugo-academic Public Forked from HugoBlox/hugo-blox-builder

    📝 The website builder for Hugo. Build and deploy a beautiful website in minutes!

    sands-lab/hugo-academic’s past year of commit activity
    HTML 0 MIT 2,935 0 0 Updated Nov 12, 2024
  • slower Public

    Slower is a Split Learning framework built upon Flower

    sands-lab/slower’s past year of commit activity
    Python 3 1 0 1 Updated Aug 17, 2024
  • NeuronaBox Public
    sands-lab/NeuronaBox’s past year of commit activity
    Python 1 2 0 0 Updated Jul 27, 2024
  • grace Public

    GRACE - GRAdient ComprEssion for distributed deep learning

    sands-lab/grace’s past year of commit activity
    Python 138 BSD-2-Clause 44 2 2 Updated Jul 23, 2024
  • NeuronaBox-PyTorch Public Forked from pytorch/pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    sands-lab/NeuronaBox-PyTorch’s past year of commit activity
    Python 0 23,472 0 0 Updated Jul 23, 2024
  • sands-lab/NeuronaBox-NCCL’s past year of commit activity
    C++ 0 1 0 0 Updated May 14, 2024
  • sands-lab/flower_dcml_algorithms’s past year of commit activity
    Python 0 0 0 0 Updated Apr 29, 2024
  • omnireduce Public
    sands-lab/omnireduce’s past year of commit activity
    C++ 69 13 0 0 Updated Mar 14, 2023
  • rethinking-sparsification Public

    Rethinking gradient sparsification as total error minimization

    sands-lab/rethinking-sparsification’s past year of commit activity
    Jupyter Notebook 3 MIT 2 0 0 Updated Dec 8, 2021

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