v2.5.0

Features

• Add Heterogeneous Cluster support

v2.4.1

Bug Fixes and Other Changes

• CI

v2.4.0

Features

• add data parallelism support (#11) (#12)

Bug Fixes and Other Changes

• use ubuntu 18.04 base image in dlc gpu image
• remove TODOs in 1.6.0 dlc gpu dockerfile and reduce parameters for data parallel integ test
• use base cuda 11 image for test dlc gpu image
• use 1.6.0 for gpu tests and disable horovod tests
• remove local data parallel integ test
• use sagemaker-training 3.7.0 and enable data parallel integ tests
• patch socket call and update flake8 violations

v2.3.0

Features

• Use MPIRunnerType

Bug Fixes and Other Changes

• Update main buildspec to only perform CPU integration tests
• Add GPU and unit test buildspecs
• Pin SageMaker version to less than v2

Documentation Changes

• improve training.py doc style

v2.2.1.post2

Testing and Release Infrastructure

• add issue templates

v2.2.1.post1

Documentation Changes

• remove confusing information from the Readme.

Testing and Release Infrastructure

• do not duplicate test dependencies in tox.ini
• Rename buildspec files.

v2.2.1.post0

Testing and Release Infrastructure

• Make docker folder read only, remove unused tests, rename test-toolkit/ -> test/.

v2.2.1

Bug Fixes and Other Changes

• Bump version of sagemaker-training for typing fix

v2.2.0

Features

• add Python 3.7 support

v2.1.1

Bug Fixes and Other Changes

• Pin Smdebug to the latest version (0.7.2)