Exercise: Train a deep learning model with Azure Machine Learning

  • 12 minutes

Note

This exercise requires an Azure subscription and rights to create a GPU Virtual Machine. If you do not already have an Azure subscription, sign up at https://azure.microsoft.com. To check the available GPU VMs, you can run the az vm list-skus command from the Azure Cloud Shell.

Now, it's your chance to train a model with a GPU compute cluster.

In this exercise, you will:

  • Create an Azure Machine Learning workspace with a GPU compute cluster.
  • Train a PyTorch model and track metrics with MLflow.

Instructions

Follow these instructions to complete the exercise:

  1. Open the exercise instructions at https://aka.ms/deep-learning.
  2. Complete the Train a PyTorch model with a GPU compute cluster exercise.