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Aug 2, 2022
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documentation: smdistributed libraries currency updates #3266

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beb9ce6
currency updates for the smdistributed libraries
mchoi8739 Jul 27, 2022
b4256bf
small fix and add a link
mchoi8739 Jul 27, 2022
ed943d4
fix links
mchoi8739 Jul 27, 2022
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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 (Latest)
=============================
Version 1.4.0, 1.4.1, 1.5.0 (Latest)
====================================

.. toctree::
:maxdepth: 1
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48 changes: 41 additions & 7 deletions doc/api/training/smd_data_parallel_release_notes/smd_data_parallel_change_log.rst
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Expand Up @@ -7,9 +7,46 @@ Release Notes
New features, bug fixes, and improvements are regularly made to the SageMaker
distributed data parallel library.

SageMaker Distributed Data Parallel 1.4.1 Release Notes
SageMaker Distributed Data Parallel 1.5.0 Release Notes
=======================================================

*Date: Jul. 26. 2022*

**Currency Updates**

* Added support for PyTorch 1.12.0.

**Bug Fixes**

* Improved stability for long-running training jobs.


**Migration to AWS Deep Learning Containers**

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

- PyTorch 1.12.0 DLC

.. code::

763104351884.dkr.ecr.<region>.amazonaws.com/pytorch-training:1.12.0-gpu-py38-cu113-ubuntu20.04-sagemaker

Binary file of this version of the library for `custom container
<https://docs.aws.amazon.com/sagemaker/latest/dg/data-parallel-use-api.html#data-parallel-bring-your-own-container>`_ users:

.. code::

https://smdataparallel.s3.amazonaws.com/binary/pytorch/1.12.0/cu113/2022-07-01/smdistributed_dataparallel-1.5.0-cp38-cp38-linux_x86_64.whl


----

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

SageMaker Distributed Data Parallel 1.4.1 Release Notes
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

*Date: May. 3. 2022*

**Currency Updates**
Expand All @@ -18,7 +55,9 @@ SageMaker Distributed Data Parallel 1.4.1 Release Notes

**Known Issues**

* The library currently does not support the PyTorch sub-process groups API (torch.distributed.new_group (https://pytorch.org/docs/stable/distributed.html#torch.distributed.new_group)).
* The library currently does not support the PyTorch sub-process groups API
(`torch.distributed.new_group
<https://pytorch.org/docs/stable/distributed.html#torch.distributed.new_group>`_).


**Migration to AWS Deep Learning Containers**
Expand All @@ -38,11 +77,6 @@ Binary file of this version of the library for custom container users:
https://smdataparallel.s3.amazonaws.com/binary/pytorch/1.11.0/cu113/2022-04-14/smdistributed_dataparallel-1.4.1-cp38-cp38-linux_x86_64.whl


----

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

SageMaker Distributed Data Parallel 1.4.0 Release Notes
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

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17 changes: 15 additions & 2 deletions ...api/training/smd_model_parallel_release_notes/smd_model_parallel_change_log.rst
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Expand Up @@ -35,19 +35,32 @@ The following new features are added for PyTorch.

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

- PyTorch 1.11.0 DLC
- DLC for PyTorch 1.11.0

.. code::

763104351884.dkr.ecr.<region>.amazonaws.com/pytorch-training:1.11.0-gpu-py38-cu113-ubuntu20.04-sagemaker

Binary file of this version of the library for custom container users:
- DLC for PyTorch 1.12.0

.. code::

763104351884.dkr.ecr.<region>.amazonaws.com/pytorch-training:1.12.0-gpu-py38-cu113-ubuntu20.04-sagemaker

Binary file of this version of the library for `custom container
<https://docs.aws.amazon.com/sagemaker/latest/dg/model-parallel-sm-sdk.html#model-parallel-bring-your-own-container>`_ users:

- For PyTorch 1.11.0

.. code::

https://sagemaker-distributed-model-parallel.s3.us-west-2.amazonaws.com/pytorch-1.11.0/build-artifacts/2022-07-11-19-23/smdistributed_modelparallel-1.10.0-cp38-cp38-linux_x86_64.whl

- For PyTorch 1.12.0

.. code::

https://sagemaker-distributed-model-parallel.s3.us-west-2.amazonaws.com/pytorch-1.12.0/build-artifacts/2022-07-11-19-23/smdistributed_modelparallel-1.10.0-cp38-cp38-linux_x86_64.whl

----

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