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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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  • Accelerating PyTorch with Intel® Extension for PyTorch*

    Accelerating PyTorch with Intel® Extension for PyTorch*

    Authors: Fan Zhao, Jiong Gong, Eikan Wang
    Go to the profile of Fan Zhao
    Fan Zhao
    May 16
    Grokking PyTorch Intel CPU performance from first principles

    Grokking PyTorch Intel CPU performance from first principles

    A case study on the TorchServe inference framework optimized with Intel® Extension for PyTorch*.
    Go to the profile of Min Jean Cho
    Min Jean Cho
    Apr 28
    How Forte Transforms the Building of NLP Solution with PyTorch into Assembly Lines

    How Forte Transforms the Building of NLP Solution with PyTorch into Assembly Lines

    Authors: the CASL Project Team
    Go to the profile of Petuum, Inc.
    Petuum, Inc.
    Apr 14
    How Lyft Uses PyTorch to Power Machine Learning for Their Self-Driving Cars

    How Lyft Uses PyTorch to Power Machine Learning for Their Self-Driving Cars

    Reducing the median job training time for heavy production jobs such as 2D and 3D detectors and segmenters to just 1 hour
    Go to the profile of PyTorch
    PyTorch
    Oct 7, 2020
    Differential Privacy Series Part 1 | DP-SGD Algorithm Explained

    Differential Privacy Series Part 1 | DP-SGD Algorithm Explained

    Differentially-Private Stochastic Gradient Descent modifies the minibatch stochastic optimization process to make it differentially…
    Go to the profile of PyTorch
    PyTorch
    Aug 31, 2020
    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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