Posted On: Sep 1, 2021
Today, we are excited to announce that Amazon SageMaker Studio now supports Amazon EC2 M5d, R5, and P3dn instances. Customers can launch SageMaker Studio Notebooks with these instances types in the regions where they are available.
Amazon SageMaker Studio is the first fully integrated development environment (IDE) for machine learning (ML). SageMaker Studio provides a single, web-based visual interface where you can perform all ML development steps, giving you complete access, control, and visibility required to build, train, and deploy models.
Amazon EC2 M5d instances deliver M5 instances backed by NVMe-based SSD block level instance storage physically connected to the host server. M5d instances are ideal for workloads that require a balance of compute and memory resources along with high-speed, low latency local block storage including data logging and media processing. Amazon EC2 R5 instances are the memory optimized instances. They are well suited for memory intensive applications such as real time big data analytics. Amazon EC2 P3dn instances are optimized for distributed machine learning. Their faster networking, new processors with additional vCPUs, doubling of GPU memory, and fast local instance storage enable developers to optimize performance even on a single instance.
For more information, visit the Amazon SageMaker Studio documentation for details.