旷视天元 MegEngine

MegEngine is a fast, scalable, and user friendly deep learning framework with 3 key features:

  • Unified framework for both training and inference.
  • The lowest hardware requirements.
  • Inference efficiently on all platforms.

Team goals:

  • Shorten the distance between scientific research and landing delivery.
  • For the next ResNet-level innovation, continue to explore with all algorithm researchers.
  • Improve performance and streamline processes to help business succeed.

Website | Forum | Zhihu | Bilibili | Awesome MegEngine | Megvii Research

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  1. MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

    C++ 4.8k 551

  2. MegEngine Official Documentation

    Python 39 57

  3. 采用MegEngine实现的各种主流深度学习模型

    Python 307 97

  4. MegEngine到其他框架的转换器

    Python 69 16

  5. 基于旷视研究院领先的深度学习算法,提供满足多业务场景的预训练模型

    Python 92 25

Repositories

Showing 10 of 55 repositories

  • MegSpot Public

    MegSpot是一款高效、专业、跨平台的图片&视频对比应用

    MegEngine/MegSpot’s past year of commit activity

  • MegEngine/Documentation’s past year of commit activity

    Python

    39

    CC-BY-SA-4.0

    57 11 2

    Updated Dec 4, 2024

  • MegEngine Public

    MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

    MegEngine/MegEngine’s past year of commit activity

  • MegCC Public

    MegCC是一个运行时超轻量,高效,移植简单的深度学习模型编译器

    MegEngine/MegCC’s past year of commit activity

    C++

    485

    Apache-2.0

    57 9 0

    Updated Oct 23, 2024

  • MegRay Public

    A communication library for deep learning

    MegEngine/MegRay’s past year of commit activity

    C++

    51 9 0 0

    Updated Aug 8, 2024

  • Hub Public

    基于旷视研究院领先的深度学习算法,提供满足多业务场景的预训练模型

    MegEngine/Hub’s past year of commit activity

    Python

    92 25 0 2

    Updated May 21, 2024

  • MegEngine/cutlass’s past year of commit activity

    C++

    102

    BSD-3-Clause

    1,725 0 1

    Updated Apr 25, 2024

  • InferLLM Public

    a lightweight LLM model inference framework

    MegEngine/InferLLM’s past year of commit activity

    C++

    748

    Apache-2.0

    94 40 1

    Updated Apr 7, 2024

  • MegEngine/cudnn-frontend’s past year of commit activity

    C++ 0 MIT 0

    0 0

    Updated Dec 11, 2023

  • examples Public

    A set of examples around MegEngine

    MegEngine/examples’s past year of commit activity

    Python

    31

    Apache-2.0

    5 4 0

    Updated Dec 8, 2023