Sagemaker

Bug Fixes and Other Changes

* Update CHANGELOG.md
* Increment static lineage pipeline
* fix kmeans test deletion sequence, increment lineage statics
* Re-deploy static integ test endpoint if it is not found
* Add ContentType in test_auto_ml_describe
* Model Registration with BYO scripts

Documentation Changes

* SageMaker model parallel library 1.6.0 API doc

Bug Fixes and Other Changes

* typos and broken link
* S3Input - add support for instance attributes
* Prevent repack_model script from referencing nonexistent directories
* Set ProcessingStep upload locations deterministically to avoid cache

Features

* allow conditional parellel builds

Bug Fixes and Other Changes

* local mode - support relative file structure
* fix endpoint bug

Features

* Add support for TF 2.6
* Adding PT 17/18 Repo
* Add profile_name support for Feature Store ingestion

Bug Fixes and Other Changes

* Fix non-existent variable name
* Add TF 2.6.2 on training
* Recreate static lineage test data

Features

* update boto3 minor version >= 1.20.18
* Add support for SageMaker lineage queries
* add CV shap explainability for SageMaker Clarify
* add NLP support for SageMaker Clarify
* Add support for ModelMonitor/Clarify integration in model building pipelines
* adding support for transformers 4.11 for SM Training Compiler
* SM Training Compiler with an UI to enable/disable compilation for HuggingFace DLCs to speedup training

Bug Fixes and Other Changes

* pin coveragepy
* Add support for PyTorch 1.9.1
* Update s3 path of scheduling analysis config on ClarifyCheckStep
* documentation/logging to indicate correct place for DEBUG artifacts from SM trcomp
* validate requested transformers version and use the best available version
* Install custom pkgs

Features

* Hugging Face Transformers 4.12 for Pt1.9/TF2.5