libtorch

Open-source projects categorized as libtorch
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Language: + C++ + Python + Scala
Topics: CPP Pytorch Machine Learning Deep Learning reinforcement-learning
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Top 9 libtorch Open-Source Projects

  • TensorRT

    PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT (by pytorch)

  • LibtorchTutorials

    This is a code repository for pytorch c++ (or libtorch) tutorial.

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  • SegmentationCpp

    A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

  • torchlambda

    Lightweight tool to deploy PyTorch models to AWS Lambda

  • muzero-cpp

    A C++ pytorch implementation of MuZero

  • Drogon-torch-serve

    Serve pytorch / torch models using Drogon

  • EasyOCR-cpp

    Custom C++ implementation of deep learning based OCR

    • Project mention: [P] EasyOCR in C++! | /r/MachineLearning | 2023-12-02

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  • lamp

    deep learning and scientific computing framework with native CPU and GPU backend for the Scala programming language (by pityka)

    • Project mention: Also reconnecting with Scala. Interested in LLMs | /r/scala | 2023-05-30

  • torchRL

    TorchRL is a C++ reinforcement library using PyTorch C++ backend LibTorch

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

libtorch related posts

  • Learn TensorRT optimization

    2 projects | /r/computervision | 6 Feb 2023

  • Neural nets in production systems

    2 projects | /r/cpp | 17 Sep 2022

  • I made TensorRT example. I hope this will help beginners. And I also have a question about TensorRT best practice.

    3 projects | /r/learnmachinelearning | 1 May 2022

  • [P] [D] I made TensorRT example. I hope this will help beginners. And I also have a question about TensorRT best practice.

    3 projects | /r/MachineLearning | 1 May 2022

  • Serve Torch models using Drogon for higher throughput / lower latency

    1 project | /r/MachineLearning | 17 Jan 2022

  • [P] 4.5 times faster Hugging Face transformer inference by modifying some Python AST

    4 projects | /r/MachineLearning | 28 Dec 2021

  • Show HN: A C++ Trainable DCNN Library for Semantic Segmentation

    1 project | news.ycombinator.com | 2 Mar 2021
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Index

What are some of the best open-source libtorch projects? This list will help you:

Project Stars
1 TensorRT 2,343
2 LibtorchTutorials 667
3 SegmentationCpp 402
4 torchlambda 123
5 muzero-cpp 28
6 Drogon-torch-serve 26
7 EasyOCR-cpp 27
8 lamp 24
9 torchRL 4

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