GitHub - aws/amazon-sagemaker-examples: Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
![Multi-GPU distributed deep learning training at scale with Ubuntu18 DLAMI, EFA on P3dn instances, and Amazon FSx for Lustre | AWS Machine Learning Blog Multi-GPU distributed deep learning training at scale with Ubuntu18 DLAMI, EFA on P3dn instances, and Amazon FSx for Lustre | AWS Machine Learning Blog](https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2020/05/08/ease-of-running-bert-1.png)
Multi-GPU distributed deep learning training at scale with Ubuntu18 DLAMI, EFA on P3dn instances, and Amazon FSx for Lustre | AWS Machine Learning Blog
![How to configure NVIDIA GPU to work with Tensorflow 2 on AWS SageMaker | by Arinze Akutekwe PhD | Medium How to configure NVIDIA GPU to work with Tensorflow 2 on AWS SageMaker | by Arinze Akutekwe PhD | Medium](https://miro.medium.com/max/781/1*qCYhl_Ih2ovNCwN-WdiU_Q.png)
How to configure NVIDIA GPU to work with Tensorflow 2 on AWS SageMaker | by Arinze Akutekwe PhD | Medium
![Boost Your Machine Learning with Amazon EC2, Keras, and GPU Acceleration | by Jonathan Balaban | Towards Data Science Boost Your Machine Learning with Amazon EC2, Keras, and GPU Acceleration | by Jonathan Balaban | Towards Data Science](https://miro.medium.com/max/1400/1*LXhfyy3kY2WKMWZjmyQ20w.jpeg)
Boost Your Machine Learning with Amazon EC2, Keras, and GPU Acceleration | by Jonathan Balaban | Towards Data Science
![Benchmarking Tensorflow Performance and Cost Across Different GPU Options | by Vincent Chu | Initialized Capital | Medium Benchmarking Tensorflow Performance and Cost Across Different GPU Options | by Vincent Chu | Initialized Capital | Medium](https://miro.medium.com/max/1400/1*YwSq-6L9jgM1Q7vqPMP36Q.png)
Benchmarking Tensorflow Performance and Cost Across Different GPU Options | by Vincent Chu | Initialized Capital | Medium
![A quick guide to distributed training with TensorFlow and Horovod on Amazon SageMaker | by Shashank Prasanna | Towards Data Science A quick guide to distributed training with TensorFlow and Horovod on Amazon SageMaker | by Shashank Prasanna | Towards Data Science](https://miro.medium.com/max/1400/1*8ZQEO4BfflwU6IzYJgfZIQ.png)
A quick guide to distributed training with TensorFlow and Horovod on Amazon SageMaker | by Shashank Prasanna | Towards Data Science
![Multi-GPU and distributed training using Horovod in Amazon SageMaker Pipe mode | AWS Machine Learning Blog Multi-GPU and distributed training using Horovod in Amazon SageMaker Pipe mode | AWS Machine Learning Blog](https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2020/07/28/multi-gpu-distributed-training-2-2.jpg)
Multi-GPU and distributed training using Horovod in Amazon SageMaker Pipe mode | AWS Machine Learning Blog
![Optimizing I/O for GPU performance tuning of deep learning training in Amazon SageMaker | AWS Machine Learning Blog Optimizing I/O for GPU performance tuning of deep learning training in Amazon SageMaker | AWS Machine Learning Blog](https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2020/07/01/gpu-performance-sagemaker-1.gif)
Optimizing I/O for GPU performance tuning of deep learning training in Amazon SageMaker | AWS Machine Learning Blog
![Reduce computer vision inference latency using gRPC with TensorFlow serving on Amazon SageMaker | AWS Machine Learning Blog Reduce computer vision inference latency using gRPC with TensorFlow serving on Amazon SageMaker | AWS Machine Learning Blog](https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2021/06/15/1-3850.jpg)