Neuron SDK Release 1.12.2

aws-neuron · Mar 5, 2021 · 99de412 · 99de412
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diff --git a/neuron-intro/dlami/dlami-neuron-matrix-table.rst b/neuron-intro/dlami/dlami-neuron-matrix-table.rst
@@ -7,6 +7,10 @@
      - Default Neuron version
      - How to upgrade to latest Neuron
 
+   * - v41.0 
+     - v1.12.1 (Feb 2021)
+     - see :ref:`neuron-conda-packages`
+
    * - v40.0 
      - v1.11.0 (Dec 2020)
      - see :ref:`neuron-conda-packages`
@@ -21,4 +25,4 @@
 
    * - v37.0 
      - v1.10.0 (Nov 2020)
-     - see :ref:`neuron-conda-packages`
+     - see :ref:`neuron-conda-packages`
diff --git a/release-notes/README.rst b/release-notes/README.rst
@@ -7,8 +7,13 @@ Neuron Release Notes
    :local:
    :depth: 1
 
+.. _03-04-2021-rn:
+
+March 4, 2021 Release (Patch)
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+This release include bug fixes and minor enhancements to the Neuron Runtime and Tools. 
 
-.. _2-24-2021-rn:
 
 February 24, 2021 Release (Patch)
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

diff --git a/release-notes/conda/mxnet/conda-mxnet-neuron.rst b/release-notes/conda/mxnet/conda-mxnet-neuron.rst
@@ -10,7 +10,26 @@ package.
 .. contents:: Table of Contents
    :local:
    :depth: 1
-
+
+[1.5.1.1.3.8.0]
+^^^^^^^^^^^^^^^
+
+Date: 3/4/2021
+
+Included Neuron Packages
+------------------------
+
+neuron_cc-1.2.7.0
+
+mxnet_neuron-1.5.1.1.3.8.0
+
+Known Issues
+------------
+
+- Issue: Running "conda update mxnet-neuron" in Conda DLAMI v37 and v38 would result in environment updates only but not update to the MXNet-Neuron Conda package.
+   - Workaround: Running the same command "conda update mxnet-neuron" a second time would result in update to the MXNet-Neuron Conda package.
+
+
 [1.5.1.1.3.7.0]
 ^^^^^^^^^^^^^^^
 

diff --git a/release-notes/conda/tensorflow/conda-tensorflow-neuron.rst b/release-notes/conda/tensorflow/conda-tensorflow-neuron.rst
@@ -10,6 +10,21 @@ package.
    :local:
    :depth: 1
 
+[1.15.5.1.2.9.0]
+^^^^^^^^^^^^^^^^
+
+Date: 3/4/2021
+
+Included Neuron Packages
+------------------------
+
+neuron_cc-1.2.7.0
+
+tensorboard_neuron-1.15.0.1.2.6.0
+
+tensorflow_neuron-1.15.5.1.2.9.0
+
+
 
 [1.15.5.1.2.8.0]
 ^^^^^^^^^^^^^^^^

diff --git a/release-notes/conda/torch/conda-torch-neuron.rst b/release-notes/conda/torch/conda-torch-neuron.rst
@@ -11,6 +11,22 @@ package.
    :local:
    :depth: 1
 
+[1.7.1.1.2.16.0]
+^^^^^^^^^^^^^^^
+Date: 3/4/2021
+
+Included Neuron Packages
+------------------------
+
+neuron-cc-1.2.7.0
+
+torch_neuron-1.7.1.1.2.16.0
+
+Resolved Issues
+---------------
+
+Minor internal improvements.
+
 [1.7.1.1.2.15.0]
 ^^^^^^^^^^^^^^^
 Date: 2/24/2021

diff --git a/release-notes/dlami-release-notes.rst b/release-notes/dlami-release-notes.rst
@@ -11,6 +11,31 @@ https://docs.aws.amazon.com/dlami/latest/devguide/tutorial-inferentia.html.
    :local:
    :depth: 1
 
+[DLAMI v41]
+===========
+
+Resolved Issues
+---------------
+
+Versions of Neuron packages included:
+-------------------------------------
+
+conda package mxnet-neuron-1.5.1.1.3.7.0 (includes neuron_cc-1.2.7.0)
+
+conda package tensorflow-neuron-1.15.5.1.2.8.0 (includes neuron_cc-1.2.7.0)
+
+conda package torch-neuron-1.7.1.1.2.15.0 (includes neuron_cc-1.2.7.0)
+
+aws-neuron-dkms-1.4.1.0.
+
+aws-neuron-runtime-base-1.4.2.0
+
+aws-neuron-runtime-1.4.3.0
+
+aws-neuron-tools-1.4.2.0
+
+tensorflow-model-server-neuron-1.15.0.1.2.8.0
+
 [DLAMI v40]
 ===========
 

diff --git a/release-notes/index.rst b/release-notes/index.rst
@@ -7,7 +7,7 @@ What's New
    :local:
    :depth: 2
 
-Current Release - Neuron v1.12.1 (Feb 24th 2021)
+Current Release - Neuron v1.12.2 (Mar 4th 2021)
 ------------------------------------------------
 
 .. list-table::
@@ -23,47 +23,42 @@ Current Release - Neuron v1.12.1 (Feb 24th 2021)
 
        * :ref:`neuron-release-content`
 
-     - * Fix for CVE-2021-3177
-
-       * :ref:`End-Of-Support <2-24-2021-rn>` of Python 3.5
-
-       * Change to `Neuron documentation <https://awsdocs-neuron.readthedocs-hosted.com/>`_ fully migrated off GitHub.
+     - * Bug fixes and minor enhancements.
 
    * - PyTorch
      - * :ref:`pytorch-neuron-rn`
 
        * :ref:`neuron-cc-ops-pytorch` 
 
-     - * Fix for CVE-2021-3177
+     - * Minor enhancements.
 
-       *  Updated Resnet-50 tutorial
    * - TensorFlow    
      - * :ref:`tensorflow-neuron-rn`
 
        * :ref:`neuron-cc-ops-tensorflow`
 
        * :ref:`tensorflow-modelserver-rn`
 
-     - * Fix for CVE-2021-3177
-
-       * Updated OpenPose tutorial
+     - * Minor enhancements.
+
    * - MXNet
      - * :ref:`mxnet-neuron-rn`
 
        * :ref:`neuron-cc-ops-mxnet`
 
-     - * Fix for CVE-2021-3177 
+     - * Minor enhancements. 
+
    * - Compiler              
      - * :ref:`neuron-cc-rn`
-     - * Fix for CVE-2021-3177
+     - * No change
    * - Runtime
      - * :ref:`neuron-runtime-release-notes`
-     - * Fix for CVE-2021-3177
+     - * Bug fixes and minor enhancements.
    * - Tools
      - * :ref:`neuron-tools-rn`
 
        * :ref:`neuron-tensorboard-rn`
-     - * Fix for CVE-2021-3177
+     - * Bug fixes and minor enhancements.
    * - DLAMI and Conda Packages
      - * :ref:`dlami-neuron-rn`
 
@@ -74,7 +69,7 @@ Current Release - Neuron v1.12.1 (Feb 24th 2021)
        * :ref:`conda-tensorflow-release-notes`
 
        * :ref:`conda-mxnet-release-notes`
-     - * Fix for CVE-2021-3177
+     - * DLAMI v41.0 available with Neuron v1.12.1.
 
 Previous Releases
 -----------------

diff --git a/release-notes/mxnet-neuron/mxnet-neuron.rst b/release-notes/mxnet-neuron/mxnet-neuron.rst
@@ -11,6 +11,16 @@ MXNet-Neuron Release Notes
 This document lists the release notes for MXNet-Neuron framework.
 
 
+[1.5.1.1.3.8.0]
+^^^^^^^^^^^^^^^
+
+Date 3/4/2021
+
+Summary
+-------
+
+Minor enhancements.
+
 [1.5.1.1.3.7.0]
 ^^^^^^^^^^^^^^^
 

diff --git a/release-notes/neuron-cc-ops/neuron-cc-ops-pytorch.rst b/release-notes/neuron-cc-ops/neuron-cc-ops-pytorch.rst
@@ -16,6 +16,13 @@ python:
    import torch.neuron
    print(*torch.neuron.get_supported_operations(), sep='\n')
 
+.. _pytorch-neuron-release-12160:
+
+PyTorch Neuron Release [1.2.16.0]
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+No change
+
 .. _pytorch-neuron-release-12150:
 
 PyTorch Neuron Release [1.2.15.0]

diff --git a/release-notes/neuron-cc.rst b/release-notes/neuron-cc.rst
@@ -35,7 +35,7 @@ ONNX: :ref:`neuron-cc-ops-onnx`
 
 
 
-Known issues and limitations - updated 02/24/2020
+Known issues and limitations - updated 03/04/2020
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
 1. **Control flow** Neuron only supports control flow operators which

diff --git a/release-notes/neuron-runtime.rst b/release-notes/neuron-runtime.rst
@@ -31,6 +31,19 @@ NEFF Version Runtime Version Range Notes
 ============ ===================== ===================================
 
 --------------
+.. _14120:
+
+[1.4.12.0]
+=========
+
+Date: 03/04/2020
+
+Improvements
+------------
+
+-  Bug fixes and minor enhancements.
+
+
 .. _1490:
 
 [1.4.9.0]

diff --git a/release-notes/neuron-tools.rst b/release-notes/neuron-tools.rst
@@ -13,14 +13,27 @@ information.
 
 
 
-Known Issues and Limitations 02/24/2020
+Known Issues and Limitations 03/04/2020
 =======================================
 
 -  neuron-top has a visible screen stutter as the number of loaded
    models increases above 40. This is only a visual issue with no impact
    on performance. The issue is caused by the re rendering the UI on
    screen refresh. We will fix this in a future release.
 
+.. _14120:
+
+[1.4.12.0]
+=========
+
+Date: 03/04/2020
+
+Resolved Issues
+---------------
+
+-  Bug fixes and minor enhancements.
+
+
 .. _1480:
 
 [1.4.8.0]