v2.31.0

Features

• add HuggingFace framework estimator
• update TF framework version support
• Support all processor types in ProcessingStep

Bug Fixes and Other Changes

• Add pipelines functions.

v2.30.0

Features

• add support for PyTorch 1.8.0
• Allow users to send custom attributes to the model endpoint

Bug Fixes and Other Changes

• use ResolvedOutputS3Uir for Hive DDL LOCATION
• Do lazy initialization in predictor

v2.29.2

Bug Fixes and Other Changes

• move pandas to required dependency from specific use cases

v2.29.1

Bug Fixes and Other Changes

• return all failed row indices in feature_group.ingest
• move service-role path parsing for AmazonSageMaker-ExecutionRole for get_execution_role() into except block of IAM get_role() call and add warning message
• add description parameter for RegisterModelStep
• add type annotations for Lineage

Documentation Changes

• remove ellipsis from CHANGELOG.md

v2.29.0

Features

• add support for TensorFlow 2.4.1 for training, inference and…
• Support profiler config in the pipeline training job step
• support PyTorch 1.7.1 training, inference and data parallel

v2.28.0

Features

• support creating endpoints with model images from private registries

v2.27.1

Bug Fixes and Other Changes

• Change Estimator.logs() to use latest_training_job.name
• mask creds from docker commands in local mode. Closes #2118

Documentation Changes

• fix pipelines processing step typo
• remove double 'enable-network-isolation' description

v2.27.0

Features

• add inference_id to predict

Bug Fixes and Other Changes

• disable profiler by default for regions not support it

Documentation Changes

• add TF 2.4.1 support to sm distributed data parallel docs and other updates

v2.26.0

Features

• Add Framework Version support for PyTorch compilation (Neo)

Bug Fixes and Other Changes

• add mxnet 1.7.0 eia configuration
• update source constructor for lineage action and artifact

Documentation Changes

• fix typo in create_monitoring_schedule method

v2.25.2

Bug Fixes and Other Changes

• Use the output path to store the Clarify config file
• feature group should ignore nan values
• ignore failing smdataparallel test
• Add tests for Training job & Transform job in visualizer
• visualizer for pipeline processing job steps

Documentation Changes

• update doc for Elastic Inference MXNet 1.7.0