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Chainer x Azure Machine Learning service - Hackathon

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Chainer と Azure Machine Learning services を使ってのHackathon でのAzure Machine Learning services 概要資料です。

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Chainer x Azure Machine Learning service - Hackathon

  1. 1. #azurejp https://www.facebook.com/dahatake/ https://twitter.com/dahatake/ https://github.com/dahatake/ https://daiyuhatakeyama.wordpress.com/ https://www.slideshare.net/dahatake/
  2. 2. Yes
  3. 3. GPU 構成済みの環境 データサイエンス & モデリング、開発、 展開 データサイエン ス 仮想マシン (DSVM)
  4. 4. ・Azure Machine LearningやCognitive Servicesと統合 ・サンプルギャラリーからすぐにスタート ・Deep Learningのプロジェクトを簡単に作成 ・トレーニング状況をTensorBoardで確認 ・GPUの利用状況やトレーニングの進捗の確認 ・Azure MLやBatch AI等へ無駄なく拡張 ・モデルをONNXへ変換 http://aka.ms/vstoolsforai http://aka.ms/vscodetoolsforai
  5. 5. Azure Machine Learning Experimentation Service Azure Machine Learning Model Management Service 推論 デプロイメントデータの準備 モデル構築・学習
  6. 6. Spark SQL Server GPU インスタンス コンテナー サービス Azure Machine Learning Workbench / AI Tools for VS SQL Server Machine Learning Server オンプレミス エッジ コンピュー ティング Azure IoT Edge 実験および モデル管理 Azure Machine Learning Service トレーニングとデプロ イ Azure
  7. 7. Azure GPU InstancePC / Mac
  8. 8. Kubernetes Cluster Manager Model Instances Model Instances
  9. 9. #azurejp
  10. 10. © 2016 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

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