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@ZJU-Shaonian-Biancheng-Tuan @mit-han-lab @Efficient-Large-Model

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  1. pytorch-OpCounter pytorch-OpCounter Public

    Count the MACs / FLOPs of your PyTorch model.

    Python 4.9k 528

  2. mit-han-lab/proxylessnas mit-han-lab/proxylessnas Public

    [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

    C++ 1.4k 285

  3. SparseNet SparseNet Public

    [ECCV 2018] Sparsely Aggreagated Convolutional Networks https://arxiv.org/abs/1801.05895

    Python 125 25

  4. Efficient-PyTorch Efficient-PyTorch Public

    My best practice of training large dataset using PyTorch.

    Python 1.1k 137

  5. pytorch-memonger pytorch-memonger Public

    Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174

    Python 590 54

  6. zeruniverse/fast-artistic-videos zeruniverse/fast-artistic-videos Public

    (Torch implementation) Fast artistic style transfer for videos, based on feedforward neural network

    C++ 111 31