v2.121.1

Bug Fixes and Other Changes

• Pop out ModelPackageName from pipeline definition
• Fix failing jumpstart cache unit tests

v2.121.0

Features

• Algorithms Region Expansion OSU/DXB

Bug Fixes and Other Changes

• FrameworkProcessor S3 uploads
• Add constraints file for apache-airflow

v2.120.0

Features

• Add Neo image uri config for Pytorch 1.12
• Adding support for SageMaker Training Compiler in PyTorch estimator starting 1.12
• Update registries with new region account number mappings.
• Add DXB region to frameworks by DLC

Bug Fixes and Other Changes

• support idempotency for framework and spark processors

v2.119.0

Features

• Add Code Owners file
• Added transform with monitoring pipeline step in transformer
• Update TF 2.9 and TF 2.10 inference DLCs
• make estimator accept json file as modelparallel config
• SageMaker Training Compiler does not support p4de instances
• Add support for SparkML v3.3

Bug Fixes and Other Changes

• Fix bug forcing uploaded tar to be named sourcedir
• Update local_requirements.txt PyYAML version
• refactoring : using with statement
• Allow Py 3.7 for MMS Test Docker env
• fix PySparkProcessor init params type
• type hint of PySparkProcessor init
• Return ARM XGB/SKLearn tags if image_scope is inference_graviton
• Update scipy to 1.7.3 to support M1 development envs
• Fixing type hints for Spark processor that has instance type/count params in reverse order
• Add DeepAR ap-northeast-3 repository.
• Fix AsyncInferenceConfig documentation typo
• fix ml_inf to ml_inf1 in Neo multi-version support
• Fix type annotations
• add neo mvp region accounts

v2.118.0

Features

• Update boto3 version to 1.26.20
• support table format option for create feature group.
• Support Amazon SageMaker Model Cards
• support monitoring alerts api
• Support Amazon SageMaker AutoMLStep

Bug Fixes and Other Changes

• integration test in anticipate of ProfilerConfig API changes
• Add more integ test logic for AutoMLStep
• update get_execution_role_arn to use role from DefaultSpaceSettings
• bug on AutoMLInput to allow PipelineVariable
• FinalMetricDataList is missing from the training job search resu…
• add integration tests for Model Card
• update AutoMLStep with cache improvement

Documentation Changes

• automlstep doc update

v2.117.0

Features

• add support for PT1.12.1

v2.116.0

Features

• support customized timeout for model data download and inference container startup health check for Hosting Endpoints
• Trainium Neuron support for PyTorch
• Pipelines cache keys update
• Caching Improvements for SM Pipeline Workflows

v2.115.0

Features

• Add support for TF 2.10 training
• Disable profiler for Trainium instance type
• support the Hyperband strategy with the StrategyConfig
• support the GridSearch strategy for hyperparameter optimization

Bug Fixes and Other Changes

• Update Graviton supported instance families

v2.114.0

Features

• Graviton support for XGB and SKLearn frameworks
• Graviton support for PyTorch and Tensorflow frameworks
• do not expand estimator role when it is pipeline parameter
• added support for batch transform with model monitoring

Bug Fixes and Other Changes

• regex in tuning integs
• remove debugger environment var set up
• adjacent slash in s3 key
• Fix Repack step auto install behavior
• Add retry for airflow ParsingError

Documentation Changes

• doc fix

v2.113.0

Features

• support torch_distributed distribution for Trainium instances

Bug Fixes and Other Changes

• bump apache-airflow from 2.4.0 to 2.4.1 in /requirements/extras

Documentation Changes

• fix kwargs and descriptions of the smdmp checkpoint function
• add the doc for the MonitorBatchTransformStep