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Distributed Deep Learning with Horovod and Azure Databricks

Microsoft Reactor
114K subscribers
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468 views 3 years ago
In Azure Databricks, you can perform distributed deep learning by using the open-source framework Horovod on top of TensorFlow, Keras, and PyTorch. Azure Databricks supports Uber's Horovod framework to run distributed, deep learning training jobs on Spark. In this workshop, you'll learn how to distribute deep learning model training in Azure Databricks with HorovodRunner. The session will focus on Azure services and related products like Azure Machine Learning Service ,Azure Databricks,Spark ML,Mlflow & Horovod What will you learn from the session :  …...more
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Distributed Deep Learning with Horovod and Azure Databricks
9Likes
468Views
2022Apr 5
In Azure Databricks, you can perform distributed deep learning by using the open-source framework Horovod on top of TensorFlow, Keras, and PyTorch. Azure Databricks supports Uber's Horovod framework to run distributed, deep learning training jobs on Spark. In this workshop, you'll learn how to distribute deep learning model training in Azure Databricks with HorovodRunner. The session will focus on Azure services and related products like Azure Machine Learning Service ,Azure Databricks,Spark ML,Mlflow & Horovod What will you learn from the session :
  • Use HorovodRunner in Azure Databricks for distributed deep learning.
Further Learning : https://aka.ms/HorovodandAzureDatabricks Speaker : Shivam Sharma Speaker BIO- Shivam is an author, cloud architect, speaker, and Co-Founder at TechScalable. Being passionate about ever evolving technology he works on Azure, GCP, Machine Learning, Kubernetes & DevOps. He is also a Microsoft Certified Trainer. He architects’ solutions on Cloud as well on-premises using wide array of platforms/technologies. Social Handle LinkedIn -   / shivam-sharma-9828a536   Twitter -   / shivamsharma_ts   Facebook -   / tsshivamsharma   [eventID:15695]

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Microsoft Reactor

114K subscribers