Emily Webber – Medium

Emily Webber

How I trained 10TB for Stable Diffusion on SageMaker

With details about my upcoming book on distributed training with AWS!

8 min readNov 29, 2022

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How I trained 10TB for Stable Diffusion on SageMaker

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Emily Webber
in
Towards Data Science

Deploy Thousands of Models on SageMaker Real-Time Endpoints with Automatic Retraining Pipelines

8 min readMay 5, 2021

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Deploy Thousands of Models on SageMaker Real-Time Endpoints with Automatic Retraining Pipelines

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Emily Webber
in
Towards Data Science

Tune your deep learning models to the highest accuracy on Amazon SageMaker with complete…

Speaking of SageMaker

7 min readMay 2, 2021

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Tune your deep learning models to the highest accuracy on Amazon SageMaker with complete…

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Emily Webber
in
Towards Data Science

Dive into Bias Metrics and Model Explainability with Amazon SageMaker Clarify

By Emily Webber and the Amazon SageMaker Clarify Team

13 min readDec 10, 2020

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Dive into Bias Metrics and Model Explainability with Amazon SageMaker Clarify

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Emily Webber
in
Towards Data Science

Scale Neural Network Training with SageMaker Distributed

By Olivier Cruchant, Emily Webber, and the AWS team

9 min readDec 9, 2020

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Scale Neural Network Training with SageMaker Distributed

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Emily Webber
in
Towards Data Science

Training Machine Learning Models on Amazon SageMaker

Ephemeral clusters, experiments, visualization and more

8 min readMay 11, 2020

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Deep learning visualization with SageMaker Debugger

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Emily Webber
in
Towards Data Science

Introducing Amazon SageMaker

The Decoupled Data Science Solution for Cloud

6 min readMar 2, 2020

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Introducing Amazon SageMaker

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Emily Webber

Emily Webber

Enlightened ideas are the future: mindfulness, compassion, environmental policies, deep learning and scalable cloud systems. ML @ AWS — all opinions my own.

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