hardware-aware

There are 8 repositories under hardware-aware topic.

  • mit-han-lab/proxylessnas

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

    Language:C++1.4k690287

  • Zhen-Dong/HAWQ

    Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

    Language:Python447144282

  • mit-han-lab/hardware-aware-transformers

    [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

    Language:Python335131752

  • HayeonLee/HELP

    Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)

    Language:Python63327

  • nesl/tinyodom

    TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation

    Language:C++57727

  • Ren-Research/OneProxy

    [SIGMETRICS 2022] One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search

    Language:Jupyter Notebook15100

  • explcre/pipeDejavu

    pipeDejavu: Hardware-aware Latency Predictable, Differentiable Search for Faster Config and Convergence of Distributed ML Pipeline Parallelism

    Language:Jupyter Notebook3100

  • xgr19/Loong

    Generating neural networks for diverse networking classification tasks via hardware-aware neural architecture search, Transactions on Computers 2023

    Language:Makefile0101