v2.19.0

Features

• add tensorflow 1.15.4 and 2.3.1 as valid versions
• add py36 as valid python version for pytorch 1.6.0
• auto-select container version for p4d and smdistributed
• add edge packaging job support
• Add Clarify Processor, Model Bias, Explainability, and Quality Monitors support. (#494)
• add model parallelism support
• add data parallelism support (#454) (#511)
• support creating and updating profiler in training job (#444) (#526)

Bug Fixes and Other Changes

• bump boto3 and smdebug_rulesconfig versions for reinvent and enable data parallel integ tests
• run UpdateTrainingJob tests only during allowed secondary status
• Remove workarounds and apply fixes to Clarify and MM integ tests
• add p4d to smdataparallel supported instances
• Mount metadata directory when starting local mode docker container
• add integ test for profiler
• Re-enable model monitor integration tests.

Documentation Changes

• add SageMaker distributed libraries documentation
• update documentation for the new SageMaker Debugger APIs
• minor updates to doc strings