v3.1.12

Bug Fixes and Other Changes

• Update smdebug to 0.7.0
• move experiments import statements after python version check
• install experiments sdk only for python 3.6
• install SageMaker Python SDK into Python 3 images
• Upgrade to latest version of sagemaker-experiments

v3.1.11

Bug Fixes and Other Changes

• copy all tests to test-toolkit folder.
• Fix issue in installation of sagemaker-containers

v3.1.10

Bug Fixes and Other Changes

• update: Update license URL

v3.1.9

Bug Fixes and Other Changes

• update: Horovod Support with MXNet backend on DLC for MXNet 1.6.0

v3.1.8

Bug Fixes and Other Changes

• Use GluonNLP stable release tag

v3.1.7

Bug Fixes and Other Changes

• Use sagemaker-mxnet-training package from pypi.

v3.1.6

Bug Fixes and Other Changes

• Rename package to be 'sagemaker-mxnet-training'. Add automated release to PyPI.
• Add GluonNLP
• Update AWS-MXNet version to 1.6.0 - official release of 1.6
• Update build artifacts
• Misspelling of sagemaker_mxnet_container_*.tar.gz
• Downgrade pip version and unpin awscli
• Revert "Add GluonNLP 0.9 pre-release (#116)"
• Add GluonNLP 0.9 pre-release
• update smdebug version to 0.5.0.post0
• update: Constrain package versions in 1.6.0 dockerfiles
• Build context changes based on new requirements
• Update README for 1.6.0 release
• update copyright year in license header
• Change build context for building MX Training Dockerfiles

Testing and Release Infrastructure

• properly fail build if has-matching-changes fails
• properly fail build if has-matching-changes fails

AWS Deep Learning Containers for MXNet Training v3.1

This tag refers to the release of AWS Deep Learning Containers for MXNet Training version 3.1. The images below were built using the MXNet 1.6.0 Dockerfiles at this commit of master. Subsequent Dockerfile commits to master will be incorporated in future releases.

763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-training:1.6.0-cpu-py27-ubuntu16.04-v3.1
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-training:1.6.0-cpu-py36-ubuntu16.04-v3.1
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-training:1.6.0-gpu-py27-cu101-ubuntu16.04-v3.1
763104351884.dkr.ecr.us-east-1.amazonaws.com/mxnet-training:1.6.0-gpu-py36-cu101-ubuntu16.04-v3.1

v3.1.4

Bug fixes and other changes

• use SageMaker Containers' ProcessRunner for executing the entry point
• use regional endpoint for STS in builds

v3.1.3

Bug fixes and other changes

• update instance type region availability