Train on Cloud GPUs with Azure Machine Learning SDK for Python.

Train on Cloud GPUs with Azure Machine Learning SDK for Python.

In this post, we'll getting started guide to running Machine Learning Models on GPU powered compute instances in the Azure Machine Learning Studio cloud.

A getting started guide to running Machine Learning Models on GPU powered compute instances in the Azure Machine Learning Studio cloud

I recently worked on a project where I needed to train a set of neural networks quickly. This couldn’t be done on my laptop because the training would have been sequential and there just wasn’t enough time. Besides, I can’t stand how sluggish my 3.1 GHz 2017 MacBook Pro gets when training a model with tensorflow.

There was a fairly substantial barrier to getting started with Azure Machine Learning. Microsoft’s documentation is good but doesn’t provide context, so piecing together the components necessary to get this project running ended up being a bit painful. To save you that pain, here is a getting started guide to running your machine learning models in the Azure cloud with GPU compute instances.

machine-learning azure tensorflow azure-machine-learning python

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