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PyTorch

An open source machine learning framework that accelerates the path from research prototyping to production deployment.

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  • Distributed training with PyTorch and Azure ML

    Distributed training with PyTorch and Azure ML

    Suppose you have a very large PyTorch model, and you’ve already tried many common tricks to speed up training: you optimized your code, you…
    Go to the profile of Beatriz Stollnitz
    Beatriz Stollnitz
    Jan 5
    Faster training and inference using the Azure Container for PyTorch in Azure ML

    Faster training and inference using the Azure Container for PyTorch in Azure ML

    If you’ve ever wished that you could speed up the training of a large PyTorch model, then this post is for you! The Azure ML team has…
    Go to the profile of Beatriz Stollnitz
    Beatriz Stollnitz
    Dec 9, 2022
    Active Learning with PyTorch

    Active Learning with PyTorch

    Building Uncertainty Sampling, Diversity Sampling and Advanced Active Learning strategies in PyTorch
    Go to the profile of Robert (Munro) Monarch
    Robert (Munro) Monarch
    Oct 21, 2019
    Accelerating PyTorch Inference with Torch-TensorRT on GPUs

    Accelerating PyTorch Inference with Torch-TensorRT on GPUs

    Today, we are pleased to announce that Torch-TensorRT has been brought to PyTorch. The official repository for Torch-TensorRT now sits…
    Go to the profile of Jay Rodge
    Jay Rodge
    Jun 16, 2022
    Ludwig on PyTorch

    Ludwig on PyTorch

    How we ported Ludwig to PyTorch, the declarative deep learning framework, and how the PyTorch community can benefit from it
    Go to the profile of Piero Molino
    Piero Molino
    May 24, 2022
    Featured stories
    PyTorch / XLA is now Generally Available on Google Cloud TPUs

    PyTorch / XLA is now Generally Available on Google Cloud TPUs

    PyTorch / XLA, a package that lets PyTorch connect to Cloud TPUs and use TPU cores as devices, is now generally available.
    Go to the profile of PyTorch
    PyTorch
    Sep 29, 2020
    PyTorch Lightning 1.0: From 0–600k

    PyTorch Lightning 1.0: From 0–600k

    Lightning reveals the final API, a new website, and a sneak peek into our new native platform for training models at scale on the cloud!
    Go to the profile of PyTorch Lightning team
    PyTorch Lightning team
    Oct 19, 2020
    Introducing PFRL: A PyTorch-based Deep RL library

    Introducing PFRL: A PyTorch-based Deep RL library

    With the goal of being comprehensive and flexible, PFRL additionally supports numerous other algorithms and features.
    Go to the profile of Prabhat Nagarajan
    Prabhat Nagarajan
    Oct 12, 2020
    Japanese Tutorials
    「AllenAct」で深層強化学習を試す

    「AllenAct」で深層強化学習を試す

    AllenNLPでおなじみのAllenAI研究所が、2020年9月に発表したPyTorchの深層強化学習ライブラリ「AllenAct」で、チュートリアルの迷路課題の実装を、AllenActの構造を追いながら解説します。
    Go to the profile of 小川 雄太郎(電通国際情報サービスISID)
    小川 雄太郎(電通国際情報サービスISID)
    Sep 27, 2020
    PyTorchを用いたディープラーニング実装の学習方法 (Part 1)

    PyTorchを用いたディープラーニング実装の学習方法 (Part 1)

    PyTorchを用いて画像処理から自然言語処理など、様々なDeepLearningの実装手法を学習する方法を解説します(Part 1)。( I introduce how to learn PyTorch Implementation for Japanese people).
    Go to the profile of 小川 雄太郎(電通国際情報サービスISID)
    小川 雄太郎(電通国際情報サービスISID)
    Aug 25, 2020
    PyTorchを用いたディープラーニング実装の学習方法 (Part 2)

    PyTorchを用いたディープラーニング実装の学習方法 (Part 2)

    PyTorchを用いて画像処理から自然言語処理など、様々なDeepLearningの実装手法を学習する方法を解説します (Part 2)。( I introduce how to learn PyTorch Implementation for Japanese…
    Go to the profile of 小川 雄太郎(電通国際情報サービスISID)
    小川 雄太郎(電通国際情報サービスISID)
    Aug 25, 2020
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