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@GATECH-EIC

EIC@GaTech

Efficient and Intelligent Computing Lab

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  1. Early-Bird-Tickets Early-Bird-Tickets Public

    [ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks

    Python 137 28

  2. HW-NAS-Bench HW-NAS-Bench Public

    [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark

    Python 105 16

  3. ViTCoD ViTCoD Public

    [HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design

    Python 101 11

  4. ShiftAddLLM ShiftAddLLM Public

    ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization

    Python 99 14

  5. ShiftAddNet ShiftAddNet Public

    [NeurIPS 2020] ShiftAddNet: A Hardware-Inspired Deep Network

    Python 71 18

  6. AutoDNNchip AutoDNNchip Public

    Python 69 13

Repositories

Showing 10 of 46 repositories
  • torchshiftadd Public

    An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.

    GATECH-EIC/torchshiftadd’s past year of commit activity
    Cuda 10 Apache-2.0 0 0 0 Updated Jan 11, 2025
  • DiffRatio-MoD Public

    Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers

    GATECH-EIC/DiffRatio-MoD’s past year of commit activity
    3 Apache-2.0 0 0 0 Updated Dec 19, 2024
  • Omni-Recon Public

    [ECCV 2024 Oral] "Omni-Recon: Harnessing Image-based Rendering for General-Purpose Neural Radiance Fields" by Yonggan Fu, Huaizhi Qu, Zhifan Ye, Chaojian Li, Kevin Zhao, and Yingyan (Celine) Lin.

    GATECH-EIC/Omni-Recon’s past year of commit activity
    Python 6 MIT 0 0 0 Updated Dec 14, 2024
  • AmoebaLLM Public

    [NeurIPS 2024] "AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment" by Yonggan Fu, Zhongzhi Yu, Junwei Li, Jiayi Qian, Yongan Zhang, Xiangchi Yuan, Dachuan Shi, Roman Yakunin, and Yingyan (Celine) Lin.

    GATECH-EIC/AmoebaLLM’s past year of commit activity
    Python 7 MIT 0 0 0 Updated Dec 13, 2024
  • ShiftAddLLM Public

    ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization

    GATECH-EIC/ShiftAddLLM’s past year of commit activity
    Python 99 Apache-2.0 14 5 0 Updated Oct 15, 2024
  • mg-verilog Public
    GATECH-EIC/mg-verilog’s past year of commit activity
    Python 34 MIT 6 0 0 Updated Oct 8, 2024
  • LLM4HWDesign_Starting_Toolkit Public

    LLM4HWDesign Starting Toolkit

    GATECH-EIC/LLM4HWDesign_Starting_Toolkit’s past year of commit activity
    Python 17 4 1 0 Updated Oct 4, 2024
  • ACT Public

    [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration

    GATECH-EIC/ACT’s past year of commit activity
    Python 30 0 2 0 Updated Jun 30, 2024
  • Edge-LLM Public

    [DAC 2024] EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and Voting

    GATECH-EIC/Edge-LLM’s past year of commit activity
    Python 39 5 2 0 Updated Jun 30, 2024
  • Linearized-LLM Public

    [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models

    GATECH-EIC/Linearized-LLM’s past year of commit activity
    Python 28 Apache-2.0 2 1 0 Updated Jun 12, 2024
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