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1. mit-han-lab/once-for-all mit-han-lab/once-for-all Public

   [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

   Python 1.9k 333

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. mit-han-lab/efficientvit mit-han-lab/efficientvit Public

   Efficient vision foundation models for high-resolution generation and perception.

   Python 2.3k 189

4. mit-han-lab/tinyml mit-han-lab/tinyml Public

   Python 762 139

5. EAS EAS Public

   Efficient Architecture Search by Network Transformation, in AAAI 2018

   Python 170 37

6. PathLevel-EAS PathLevel-EAS Public

   Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.

   Python 113 21