v2.81.0

Features

• Retrieve data configuration
• enable EnableInterContainerTrafficEncryption for model monitoring
• Hugging Face Transformers 4.17 for PT 1.10

Bug Fixes and Other Changes

• remove new from serverless
• temporarily skip tests impacted by data inconsistency
• Implement override solution for pipeline variables

Documentation Changes

• add documentation for image_uri serverless use case
• minor fixes for smddp 1.4.0 doc

v2.80.0

Features

• Add support for TF2.7
• Add support for TF 2.8
• TF242 ioc support
• Add support for TF 2.6.3
• Support for remote docker host
• AutoGluon 0.3.2 and 0.4.0 image_uris

Bug Fixes and Other Changes

• Align max_wait definitions in EstimaorBase and Estimator
• Add JumpStart model table build notification
• gpu integs CapacityError - fallback to available compute
• gpu integs CapacityError - fallback to available compute
• jumpstart docs network isolation

Documentation Changes

• sagemaker distributed model parallel 1.7.0 doc

v2.79.0

Features

• Inferentia Neuron support for HuggingFace
• custom base job name for jumpstart models/estimators
• Python 3.9 for readthedocs

Bug Fixes and Other Changes

• container env generation for S3 URI and add test for the same

Documentation Changes

• the SageMaker distributed data parallel v1.4.0 release
• update sagemaker training compiler docstring
• smddp doc update

v2.78.0

Features

• TensorFlow 2.4 for Neo
• Data Serializer

Bug Fixes and Other Changes

• Style update in DataSerializer
• Remove sagemaker_job_name from hyperparameters in TrainingStep
• reorganize test files for workflow
• update code to get commit_id in codepipeline

v2.77.1

Bug Fixes and Other Changes

• jumpstart model table

v2.77.0

Features

• override jumpstart content bucket
• jumpstart model id suggestions
• adding customer metadata support to registermodel step

Bug Fixes and Other Changes

• Improve Pipeline workflow unit test branch coverage
• update lineage_trial_compoment get pipeline execution arn
• Add lineage doc
• Support primitive types for left value of ConditionSteps

v2.76.0

Features

• Add FailStep Support for Sagemaker Pipeline

Bug Fixes and Other Changes

• use recommended inference image uri from Neo API
• pin test dependencies
• Add exception in test_action
• Update Static Endpoint
• Add CMH to the non-P3 list

Documentation Changes

• Support for generation of Jumpstart model table on build

v2.75.1

Bug Fixes and Other Changes

• Add CMH to the non-P3 list

v2.75.0

Features

• JumpStart Integration
• Adds support for async inference
• Update instance types for integ test

Bug Fixes and Other Changes

• Revert "feature: CompilationStep support for Sagemaker Pipelines
• gpu use p3/p2 per avail for region
• jumpstart typo
• pin pytest-xdist to avoid release failures
• set sagemaker_connection and image_uri in register method
• update to incorporate black v22, pin tox versions
• Add deprecation warning in Clarify DataConfig

Documentation Changes

• Jumpstart doc strings and added new sections
• Add Jumpstart support documentation

v2.74.0

Features

• Add support for SageMaker lineage queries context

Bug Fixes and Other Changes

• support specifying a facet by its column index

Documentation Changes

• more documentation for serverless inference