From e6dc061c215063b3af945dc778db434cf8e20727 Mon Sep 17 00:00:00 2001
From: Wei Chu <weichu@amazon.com>
Date: Fri, 12 Mar 2021 17:59:49 -0800
Subject: [PATCH] website update for 1.8.0

---
 docs/static_site/src/_config.yml              |  7 ++--
 docs/static_site/src/_config_beta.yml         |  7 ++--
 docs/static_site/src/_config_prod.yml         |  7 ++--
 .../_includes/get_started/get_started.html    |  7 ++--
 .../src/_includes/get_started/gpu_snippet.md  |  4 +--
 .../get_started/linux/python/cpu/pip.md       | 35 +++++++++++++++++--
 .../get_started/linux/python/gpu/pip.md       | 11 ++++--
 .../src/_includes/get_started/pip_snippet.md  |  2 +-
 docs/static_site/src/_includes/header.html    |  7 ++--
 .../src/pages/get_started/download.md         |  3 +-
 10 files changed, 67 insertions(+), 23 deletions(-)

diff --git a/docs/static_site/src/_config.yml b/docs/static_site/src/_config.yml
index 4aeab48d0ec1..9c9a622593e5 100644
--- a/docs/static_site/src/_config.yml
+++ b/docs/static_site/src/_config.yml
@@ -37,11 +37,12 @@ description: >- # this means to ignore newlines until "baseurl:"
 twitter_username: apachemxnet
 github_username:  apache/incubator-mxnet
 youtube_username: apachemxnet
-baseurl: /versions/1.7
+baseurl: /versions/1.8.0
 versions: 
   - master
-  - 1.7
-  - 1.6
+  - 1.8.0
+  - 1.7.0
+  - 1.6.0
   - 1.5.0
   - 1.4.1
   - 1.3.1
diff --git a/docs/static_site/src/_config_beta.yml b/docs/static_site/src/_config_beta.yml
index 9e8aceb351a7..71988d10fd76 100644
--- a/docs/static_site/src/_config_beta.yml
+++ b/docs/static_site/src/_config_beta.yml
@@ -39,11 +39,12 @@ url: https://thomasdelteil.github.io
 twitter_username: apachemxnet
 github_username:  apache/incubator-mxnet
 youtube_username: apachemxnet
-baseurl: /versions/1.7
+baseurl: /versions/1.8.0
 versions: 
   - master
-  - 1.7
-  - 1.6
+  - 1.8.0
+  - 1.7.0
+  - 1.6.0
   - 1.5.0
   - 1.4.1
   - 1.3.1
diff --git a/docs/static_site/src/_config_prod.yml b/docs/static_site/src/_config_prod.yml
index 2df1879daa90..5a01957aaa89 100644
--- a/docs/static_site/src/_config_prod.yml
+++ b/docs/static_site/src/_config_prod.yml
@@ -39,11 +39,12 @@ twitter_username: apachemxnet
 github_username:  apache/incubator-mxnet
 youtube_username: apachemxnet
 google_analytics: UA-96378503-1
-baseurl: /versions/1.7
+baseurl: /versions/1.8.0
 versions: 
   - master
-  - 1.7
-  - 1.6
+  - 1.8.0
+  - 1.7.0
+  - 1.6.0
   - 1.5.0
   - 1.4.1
   - 1.3.1
diff --git a/docs/static_site/src/_includes/get_started/get_started.html b/docs/static_site/src/_includes/get_started/get_started.html
index ccec45c27bc1..e4a0a625997e 100644
--- a/docs/static_site/src/_includes/get_started/get_started.html
+++ b/docs/static_site/src/_includes/get_started/get_started.html
@@ -1,7 +1,7 @@
 <script>
     /** Defaults **/
     /** See options.js for the full ugly script **/
-    var versionSelect = defaultVersion = 'v1.5.1';
+    var versionSelect = defaultVersion = 'v1.8.0';
     var platformSelect = 'linux';
     var languageSelect = 'python';
     var processorSelect = 'cpu';
@@ -24,13 +24,14 @@ <h2>Platform and use-case specific instructions for using MXNet</h2>
             <div class="col-9 install-right">
                 <div class="dropdown" id="version-dropdown-container">
                     <button class="current-version dropbtn btn" type="button" data-toggle="dropdown">
-                        v1.7.0
+                        v1.8.0
                         <svg class="dropdown-caret" viewBox="0 0 32 32" class="icon icon-caret-bottom" aria-hidden="true">
                             <path class="dropdown-caret-path" d="M24 11.305l-7.997 11.39L8 11.305z"></path>
                         </svg>
                     </button>
                     <ul class="opt-group version-dropdown">
-                        <li class="opt active versions"><a href="#">v1.7.0</a></li>
+                        <li class="opt active versions"><a href="#">v1.8.0</a></li>
+                        <li class="opt versions"><a href="#">v1.7.0</a></li>
                         <li class="opt versions"><a href="#">v1.6.0</a></li>
                         <li class="opt versions"><a href="#">v1.5.1</a></li>
                         <li class="opt versions"><a href="#">v1.4.1</a></li>
diff --git a/docs/static_site/src/_includes/get_started/gpu_snippet.md b/docs/static_site/src/_includes/get_started/gpu_snippet.md
index 1154507db2e8..3b8c09485489 100644
--- a/docs/static_site/src/_includes/get_started/gpu_snippet.md
+++ b/docs/static_site/src/_includes/get_started/gpu_snippet.md
@@ -1,6 +1,6 @@
-CUDA should be installed first.
+CUDA should be installed first.  Starting from version 1.8.0, CUDNN and NCCL should be installed as well.
 
-**Important:** Make sure your installed CUDA version matches the CUDA version in the pip package.
+**Important:** Make sure your installed CUDA (CUDNN/NCCL if applicable) version matches the CUDA version in the pip package.
 
 Check your CUDA version with the following command:
 
diff --git a/docs/static_site/src/_includes/get_started/linux/python/cpu/pip.md b/docs/static_site/src/_includes/get_started/linux/python/cpu/pip.md
index 8f9d4e04b188..e8363b7a464c 100644
--- a/docs/static_site/src/_includes/get_started/linux/python/cpu/pip.md
+++ b/docs/static_site/src/_includes/get_started/linux/python/cpu/pip.md
@@ -9,7 +9,7 @@ page](https://mxnet.apache.org/get_started/download).
 
 Run the following command:
 
-<div class="v1-7-0">
+<div class="v1-8-0">
 {% highlight bash %}
 pip install mxnet
 {% endhighlight %}
@@ -29,7 +29,7 @@ interested in improving application performance on Intel CPUs and GPUs, more
 details can be found <a href="https://github.com/oneapi-src/oneDNN">here</a>.
 
 You can find performance numbers in the
-<a href="https://mxnet.apache.org/versions/1.6/api/faq/perf.html#intel-cpu">
+<a href="https://mxnet.apache.org/versions/1.8.0/api/faq/perf.html#intel-cpu">
 MXNet tuning guide</a>.
 
 To install native MXNet without oneDNN, run the following command:
@@ -38,6 +38,37 @@ To install native MXNet without oneDNN, run the following command:
 pip install mxnet-native
 {% endhighlight %}
 
+</div> <!-- End of v1-8-0 -->
+
+<div class="v1-7-0">
+{% highlight bash %}
+pip install mxnet==1.7.0.post2
+{% endhighlight %}
+
+Start from 1.7.0 release, oneDNN(previously known as: MKL-DNN/DNNL) is enabled
+in pip packages by default.
+
+oneAPI Deep Neural Network Library (oneDNN) is an open-source cross-platform
+performance library of basic building blocks for deep learning applications.
+The library is optimized for Intel Architecture Processors, Intel Processor
+Graphics and Xe architecture-based Graphics. Support for other architectures
+such as Arm* 64-bit Architecture (AArch64) and OpenPOWER* Power ISA (PPC64) is
+experimental.
+
+oneDNN is intended for deep learning applications and framework developers
+interested in improving application performance on Intel CPUs and GPUs, more
+details can be found <a href="https://github.com/oneapi-src/oneDNN">here</a>.
+
+You can find performance numbers in the
+<a href="https://mxnet.apache.org/versions/1.7.0/api/faq/perf.html#intel-cpu">
+MXNet tuning guide</a>.
+
+To install native MXNet without oneDNN, run the following command:
+
+{% highlight bash %}
+pip install mxnet-native==1.7.0
+{% endhighlight %}
+
 </div> <!-- End of v1-7-0 -->
 
 <div class="v1-6-0">
diff --git a/docs/static_site/src/_includes/get_started/linux/python/gpu/pip.md b/docs/static_site/src/_includes/get_started/linux/python/gpu/pip.md
index 91d32aed1ccd..4931b50b02c3 100644
--- a/docs/static_site/src/_includes/get_started/linux/python/gpu/pip.md
+++ b/docs/static_site/src/_includes/get_started/linux/python/gpu/pip.md
@@ -10,12 +10,19 @@ page](https://mxnet.apache.org/get_started/download).
 
 Run the following command:
 
-<div class="v1-7-0">
+<div class="v1-8-0">
 {% highlight bash %}
 $ pip install mxnet-cu102
 {% endhighlight %}
 
-</div> <!-- End of v1-6-0 -->
+</div> <!-- End of v1-8-0 -->
+
+<div class="v1-7-0">
+{% highlight bash %}
+$ pip install mxnet-cu102==1.7.0
+{% endhighlight %}
+
+</div> <!-- End of v1-7-0 -->
 
 <div class="v1-6-0">
 {% highlight bash %}
diff --git a/docs/static_site/src/_includes/get_started/pip_snippet.md b/docs/static_site/src/_includes/get_started/pip_snippet.md
index 9e67acce5eda..f035e85f089f 100644
--- a/docs/static_site/src/_includes/get_started/pip_snippet.md
+++ b/docs/static_site/src/_includes/get_started/pip_snippet.md
@@ -1,7 +1,7 @@
 You can then <a href="/get_started/validate_mxnet.html">validate your MXNet installation</a>.
 
 <div style="text-align: center">
-    <img src="https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages-1.7.0.png"
+    <img src="https://raw.githubusercontent.com/dmlc/web-data/master/mxnet/install/pip-packages-1.8.0.png"
     alt="pip packages"/>
 </div>
 
diff --git a/docs/static_site/src/_includes/header.html b/docs/static_site/src/_includes/header.html
index d4e81c9da6b1..f6411a4fe1ae 100644
--- a/docs/static_site/src/_includes/header.html
+++ b/docs/static_site/src/_includes/header.html
@@ -87,13 +87,14 @@
         <a class="page-link" href="{{'/api' | relative_url }}">Docs & Tutorials</a>
         <a class="page-link" href="https://github.com/apache/incubator-mxnet">GitHub</a>
         <div class="dropdown">
-          <span class="dropdown-header">1.7
+          <span class="dropdown-header">1.8.0
             <svg class="dropdown-caret" viewBox="0 0 32 32" class="icon icon-caret-bottom" aria-hidden="true"><path class="dropdown-caret-path" d="M24 11.305l-7.997 11.39L8 11.305z"></path></svg>
           </span>
           <div class="dropdown-content">
             <a href="/">master</a>
-            <a class="dropdown-option-active" href="/versions/1.7/">1.7</a>
-            <a href="/versions/1.6/">1.6</a>
+            <a class="dropdown-option-active" href="/versions/1.8.0/">1.8.0</a>
+            <a href="/versions/1.6.0/">1.7.0</a>
+            <a href="/versions/1.6.0/">1.6.0</a>
             <a href="/versions/1.5.0/">1.5.0</a>
             <a href="/versions/1.4.1/">1.4.1</a>
             <a href="/versions/1.3.1/">1.3.1</a>
diff --git a/docs/static_site/src/pages/get_started/download.md b/docs/static_site/src/pages/get_started/download.md
index 7444a2e9d8e2..b12c2e39c262 100644
--- a/docs/static_site/src/pages/get_started/download.md
+++ b/docs/static_site/src/pages/get_started/download.md
@@ -35,7 +35,8 @@ encouraged to contribute to our development version on
 
 | Version | Source                                                                                                      | PGP                                                                                                             | SHA                                                                                                                |
 |---------|-------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------|
-| 1.7.0   | [Download](http://www.apache.org/dyn/closer.lua?filename=incubator/mxnet/1.7.0/apache-mxnet-src-1.7.0-incubating.tar.gz&action=download)   | [Download](https://downloads.apache.org/incubator/mxnet/1.7.0/apache-mxnet-src-1.7.0-incubating.tar.gz.asc)    |  [Download](https://downloads.apache.org/incubator/mxnet/1.7.0/apache-mxnet-src-1.7.0-incubating.tar.gz.sha512)    |
+| 1.8.0   | [Download](http://www.apache.org/dyn/closer.lua?filename=incubator/mxnet/1.8.0/apache-mxnet-src-1.8.0-incubating.tar.gz&action=download)   | [Download](https://downloads.apache.org/incubator/mxnet/1.8.0/apache-mxnet-src-1.8.0-incubating.tar.gz.asc)    |  [Download](https://downloads.apache.org/incubator/mxnet/1.8.0/apache-mxnet-src-1.8.0-incubating.tar.gz.sha512)    |
+| 1.7.0   | [Download](https://archive.apache.org/dist/incubator/mxnet/1.7.0/apache-mxnet-src-1.7.0-incubating.tar.gz)   | [Download](https://archive.apache.org/dist/incubator/mxnet/1.7.0/apache-mxnet-src-1.7.0-incubating.tar.gz.asc)    |  [Download](https://archive.apache.org/dist/incubator/mxnet/1.7.0/apache-mxnet-src-1.7.0-incubating.tar.gz.sha512)    |
 | 1.6.0   | [Download](https://archive.apache.org/dist/incubator/mxnet/1.6.0/apache-mxnet-src-1.6.0-incubating.tar.gz)   | [Download](https://archive.apache.org/dist/incubator/mxnet/1.6.0/apache-mxnet-src-1.6.0-incubating.tar.gz.asc)    |  [Download](https://archive.apache.org/dist/incubator/mxnet/1.6.0/apache-mxnet-src-1.6.0-incubating.tar.gz.sha512)    |
 | 1.5.1   | [Download](https://archive.apache.org/dist/incubator/mxnet/1.5.1/apache-mxnet-src-1.5.1-incubating.tar.gz)   | [Download](https://archive.apache.org/dist/incubator/mxnet/1.5.1/apache-mxnet-src-1.5.1-incubating.tar.gz.asc)    |  [Download](https://archive.apache.org/dist/incubator/mxnet/1.5.1/apache-mxnet-src-1.5.1-incubating.tar.gz.sha512)     |
 | 1.5.0   | [Download](https://archive.apache.org/dist/incubator/mxnet/1.5.0/apache-mxnet-src-1.5.0-incubating.tar.gz)   | [Download](https://archive.apache.org/dist/incubator/mxnet/1.5.0/apache-mxnet-src-1.5.0-incubating.tar.gz.asc)    |  [Download](https://archive.apache.org/dist/incubator/mxnet/1.5.0/apache-mxnet-src-1.5.0-incubating.tar.gz.sha512)     |