documentation: smddp v1.7.0 release note

Author: mchoi8739

doc/api/training/sdp_versions/latest.rst

@@ -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

doc/api/training/smd_data_parallel_release_notes/smd_data_parallel_change_log.rst

@@ -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**
@@ -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
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~