v2.0.0.rc0

Breaking Changes

• remove estimator parameters for TF legacy mode
• remove legacy TensorFlowModel and TensorFlowPredictor classes
• force image URI to be passed for legacy TF images
• rename sagemaker.tensorflow.serving to sagemaker.tensorflow.model
• require framework_version and py_version for framework estimator and model classes
• change Model parameter order to make model_data optional

Bug Fixes and Other Changes

• add v2 migration tool

Documentation Changes

• update TF documentation to reflect breaking changes and how to upgrade
• start v2 usage and migration documentation

Testing and Release Infrastructure

• remove scipy from dependencies
• remove TF from optional dependencies

v1.65.0

Features

• support for describing hyperparameter tuning job

Bug Fixes and Other Changes

• update distributed GPU utilization warning message
• set logs to False if wait is False in AutoML
• workflow passing spot training param to training job

v1.64.1

Bug Fixes and Other Changes

• include py38 tox env and some dependency upgrades

v1.64.0

Features

• add support for SKLearn 0.23

v1.63.0

Features

• Allow selecting inference response content for automl generated models
• Support for multi variant endpoint invocation with target variant param

Documentation Changes

• improve docstring and remove unavailable links

v1.62.0

Features

• Support for multi variant endpoint invocation with target variant param

Bug Fixes and Other Changes

• Revert "feature: Support for multi variant endpoint invocation with target variant param (#1571)"
• make instance_type optional for prepare_container_def
• docs: workflows navigation

Documentation Changes

• fix typo in MXNet documentation

v1.61.0

Features

• Use boto3 DEFAULT_SESSION when no boto3 session specified.

Bug Fixes and Other Changes

• remove v2 Session warnings
• upgrade smdebug-rulesconfig to 0.1.4
• explicitly handle arguments in create_model for sklearn and xgboost

v1.60.2

Bug Fixes and Other Changes

• [doc] Added Amazon Components for Kubeflow Pipelines

v1.60.1.post0

Documentation Changes

• clarify that entry_point must be in the root of source_dir (if applicable)

v1.60.1

Bug Fixes and Other Changes

• refactor the navigation

Documentation Changes

• fix undoc directive; removes extra tabs