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Documentation: smddp v1.7.0 release note #3653

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documentation: smddp v1.7.0 release note
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4 changes: 2 additions & 2 deletions doc/api/training/sdp_versions/latest.rst
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Expand Up @@ -26,8 +26,8 @@ depending on the version of the library you use.
<https://docs.aws.amazon.com/sagemaker/latest/dg/data-parallel-use-api.html#data-parallel-use-python-skd-api>`_
for more information.

Version 1.4.0, 1.4.1, 1.5.0, 1.6.0 (Latest)
===========================================
For versions between 1.4.0 and 1.7.0 (Latest)
=============================================

.. toctree::
:maxdepth: 1
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48 changes: 42 additions & 6 deletions doc/api/training/smd_data_parallel_release_notes/smd_data_parallel_change_log.rst
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Expand Up @@ -7,9 +7,50 @@ Release Notes
New features, bug fixes, and improvements are regularly made to the SageMaker
distributed data parallel library.

SageMaker Distributed Data Parallel 1.6.0 Release Notes
SageMaker Distributed Data Parallel 1.7.0 Release Notes
=======================================================

*Date: Feb. 10. 2022*

**New Features**

* Added support for PyTorch 1.13.1.

**Improvements**

* SMDDP throws timeout attribution that provides a more descriptive message about what causes timeout error.

**Bug Fixes**

* Improved tests for large model collectives (LMC) such as AllGather and ReduceScatter.
* Fixed the missing Estimator arguments (hyperparameters, specifically) issue when launching a distributed
training job with a shell script as the entry point and with the pytorchddp distribution strategy.

**Migration to AWS Deep Learning Containers**

This version passed benchmark testing and is migrated to the following AWS Deep Learning Containers (DLC):

* PyTorch 1.13.1 DLC

.. code::

763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:1.13.1-gpu-py39-cu117-ubuntu20.04-sagemaker

Binary file of this version of the library for custom container users:

.. code::

https://smdataparallel.s3.amazonaws.com/binary/pytorch/1.13.1/cu117/2023-01-09/smdistributed_dataparallel-1.7.0-cp39-cp39-linux_x86_64.whl


----

Release History
===============

SageMaker Distributed Data Parallel 1.6.0 Release Notes
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

*Date: Dec. 15. 2022*

**New Features**
Expand Down Expand Up @@ -44,11 +85,6 @@ Binary file of this version of the library for `custom container
https://smdataparallel.s3.amazonaws.com/binary/pytorch/1.12.1/cu113/2022-12-05/smdistributed_dataparallel-1.6.0-cp38-cp38-linux_x86_64.whl


----

Release History
===============

SageMaker Distributed Data Parallel 1.5.0 Release Notes
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

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