The following contains the document history of SageMaker AI.
| Change | Description | Date |
|---|---|---|
HyperPod updates from 12-05-2024 to 04-17-2025 | Key Hyperpod updates since re:Invent 2024 include new IAM conditions keys in the
| April 17, 2025 |
Custom images in Studio | Learn how to bring your own custom images with you in SageMaker AI Studio. For more information, see Custom images. | April 9, 2025 |
SageMaker model parallelism library v2.8.0 | SageMaker model parallelism library v2 has been updated. For more information, see The SageMaker model parallelism library v2.8.0. | April 1, 2025 |
SageMaker training plan reservations | Amazon SageMaker training plans now offer flexible, quick-start compute reservations (minimum lead time of just 30 minutes). The search returns up to 3 plan options including continuous and segmented time blocks. For more information, see Reserve training plans for your training jobs or HyperPod clusters. | February 25, 2025 |
AWS managed policy updates - New policy | SageMaker AI added the following new AWS managed policy. | January 17, 2025 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | January 14, 2025 |
New features for re:Invent 2024 | The following new features were introduced at re:Invent 2024.
| December 4, 2024 |
AWS managed policy updates - Updates to existing policies and new policy | SageMaker AI updated the following AWS managed policy and added the following new AWS managed policy. | December 4, 2024 |
Amazon SageMaker renamed to Amazon SageMaker AI | Amazon SageMaker was renamed to Amazon SageMaker AI. This name change does not apply to any of the existing Amazon SageMaker features. | December 3, 2024 |
Stateful sessions | When you send requests to an inference endpoint, you can now choose to route the requests to a stateful session. During a stateful session, you send multiple inference requests to the same ML instance, and the instance facilitates the session. For more information, see Stateful sessions with Amazon SageMaker AI models. | November 24, 2024 |
Scale inference endpoints to zero instances | When you set up auto scaling for an endpoint, SageMaker AI now allows the scale-in process to reduce the number of in-service instances to zero. By doing so, you can save costs when your endpoint isn't serving inference requests. For more information, see Scale an endpoint to zero instances. | November 24, 2024 |
Optimize models for fast loading | When you create a model optimization job, you can now apply the fast model loading optimization technique. This technique prepares an LLM so that SageMaker AI can load it onto an ML instance more quickly. For more information, see Inference optimization for Amazon SageMaker AI models. | November 24, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | November 14, 2024 |
AWS managed policy updates - New policy | SageMaker AI added the following new AWS managed policy. | September 9, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | August 16, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | August 15, 2024 |
AWS managed policy updates - New policy | SageMaker AI added the following new AWS managed policy. | July 26, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | July 24, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | July 18, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | July 9, 2024 |
AWS managed policy updates - Updates to existing policy | SageMaker AI updated the following AWS managed policy. | July 1, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | June 12, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policies. | June 11, 2024 |
AWS managed policy updates - Updates to existing policy | SageMaker AI updated the following AWS managed policy. | June 6, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | June 4, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | May 22, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | March 29, 2024 |
AWS managed policy updates - New policy | SageMaker AI added the following new AWS managed policy. | February 2, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | January 24, 2024 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | December 8, 2023 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | December 7, 2023 |
New features re:Invent 2023 | The following new features were introduced at re:Invent 2023.
| November 30, 2023 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy at re:Invent 2023. | November 30, 2023 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policies at re:Invent 2023. | November 29, 2023 |
AWS managed policy updates - New policies | SageMaker AI added the following new AWS managed policy at re:Invent 2023. | November 29, 2023 |
AWS managed policy updates - New policy | SageMaker AI added the following new AWS managed policy. | October 26, 2023 |
AWS managed policy updates - New policy | SageMaker AI added the following new AWS managed policy. | October 6, 2023 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policies. | September 29, 2023 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | August 29, 2023 |
AWS managed policy updates - New policies | SageMaker AI added the following new AWS managed policies. | August 1, 2023 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | July 24, 2023 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | July 17, 2023 |
Refactored Table of Contents | SageMaker AI Developer Guide Table of Contents refactored to better reflect the new content. | June 1, 2023 |
SageMaker AI ECR Paths | Docker Registry Paths and Example Code published. | May 25, 2023 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | May 10, 2023 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | May 4, 2023 |
AWS managed policy updates - New policy | SageMaker AI added the following new AWS managed policy. | April 12, 2023 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | March 24, 2023 |
AWS managed policy updates - New policy | SageMaker AI added the following new AWS managed policy. | March 23, 2023 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | March 9, 2023 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policy. | January 12, 2023 |
New features re:Invent 2022 | The following new features were introduced at re:Invent 2022. | November 30, 2022 |
AWS managed policy updates - Updates to existing policies | SageMaker AI updated the following AWS managed policies at re:Invent 2022. | November 30, 2022 |
AWS managed policy updates - New policies | SageMaker AI added the following new AWS managed policies at re:Invent 2022. | November 30, 2022 |
New features re:Invent 2021 | The following new features were introduced at re:Invent 2021. | December 1, 2021 |
Autopilot time series data | Amazon SageMaker Autopilot accepts time series as model inputs. For more information, see Amazon SageMaker Autopilot data and problem types. | October 25, 2021 |
AWS managed policies | Started tracking changes for SageMaker AI managed policies. | June 10, 2021 |
New features re:Invent 2020 | The following new features were introduced at re:Invent 2020. | December 1, 2020 |
Studio Notebooks | April 28, 2020 | |
New features re:Invent 2019 | The following new features were introduced at re:Invent 2019. | December 3, 2019 |
New features re:Invent 2018 | The following new features were introduced at re:Invent 2018.
| November 28, 2018 |
Configuring notebook instances | Use shell scripts to configure notebook instances when you create or start them. For more information, see Customize a Notebook Instance. | May 1, 2018 |
Application Auto Scaling support | Amazon SageMaker AI now supports Application Auto Scaling for production variants. For information, see Automatically Scaling SageMaker AI Models | February 28, 2018 |
TensorFlow 1.5 and MXNet 1.0 support | Amazon SageMaker AI Deep Learning containers now support TensorFlow 1.5 and Apache MXNet 1.0. | February 27, 2018 |
BlazingText algorithm | Amazon SageMaker AI now supports the BlazingText algorithm. | January 18, 2018 |
KMS encryption | Amazon SageMaker AI now supports KMS encryption for hosting instances and training model artifacts at rest. | January 17, 2018 |
CloudTrail support | Amazon SageMaker AI now supports logging with AWS CloudTrail. | January 11, 2018 |
DeepAR Forecasting algorithm | Amazon SageMaker AI now supports the DeepAR algorithm for time series forecasting. | January 8, 2018 |
SageMaker AI launch | Amazon SageMaker AI launched at re:Invent 2017. | November 28, 2017 |
