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Distributed Deep Learning with Horovod and Azure Databricks

5 4月, 2022 | 12:30 午後 - 1:30 午後 (UTC) 協定世界時

形式:
ライブストリーム

トピック: クラウド開発

言語: 英語

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 - https://www.linkedin.com/in/shivam-sharma-9828a536/
Twitter - https://twitter.com/ShivamSharma_TS
Facebook - https://www.facebook.com/TSshivamsharma/

前提条件

You should be familiar with using Python to train deep learning models in Azure Databricks.

講演者

Shivam Sharma
- Co-founder
TechScalable