Sagemaker

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

Features

* CompilationStep support for Sagemaker Pipelines

Deprecations and Removals

* deprecate Serverless Lambda model-predictor

Features

* add joinsource to DataConfig
* Add support for Partial Dependence Plots(PDP) in SageMaker Clarify

Bug Fixes and Other Changes

* localmode subprocess parent process not sending SIGTERM to child
* remove buildspec from repo

Documentation Changes

* Update estimator docstrings to add Fast File Mode

Bug Fixes and Other Changes

* expose num_clusters parameter for clarify shap in shapconfig
* Update cron job to run hourly