Merge pull request #5 from chrishkchris/SINGA-493_6

SINGA-493 Remove incubator from the website
diff --git a/content/_sources/community/source-repository.rst.txt b/content/_sources/community/source-repository.rst.txt
index 5dc014f..6571a45 100644
--- a/content/_sources/community/source-repository.rst.txt
+++ b/content/_sources/community/source-repository.rst.txt
@@ -25,7 +25,7 @@
 
 The following is a link to the online source repository.
 
-* https://gitbox.apache.org/repos/asf?p=incubator-singa.git
+* https://gitbox.apache.org/repos/asf?p=singa.git
 
 Contributors
 ------------
@@ -35,7 +35,7 @@
 .. code-block:: bash
 
     git checkout master
-    git pull <apache/incubator-singa upstream> master:master
+    git pull <apache/singa upstream> master:master
     git checkout <new feature branch>
     git rebase master
 
@@ -44,19 +44,19 @@
 
 * To connect your Apache account with your Github account, Please follow the instructions on: https://gitbox.apache.org/setup/. After that you can directly merge PRs using GitHub’s UI.
 
-To merge pull request https://github.com/apache/incubator-singa/pull/xxx, the following instructions should be executed,
+To merge pull request https://github.com/apache/singa/pull/xxx, the following instructions should be executed,
 
 .. code-block:: bash
 
-    git clone https://github.com/apache/incubator-singa.git
-    git remote add asf https://gitbox.apache.org/repos/asf/incubator-singa.git
+    git clone https://github.com/apache/singa.git
+    git remote add asf https://gitbox.apache.org/repos/asf/singa.git
     # optional
     git pull asf master:master
     git fetch origin pull/xxx/head:prxxx
     git merge prxxx
     git push asf master:master
 
-* To migrate from git-wip-us.apache.org to Gitbox: If you already cloned the SINGA repository from the old repo https://git-wip-us.apache.org/repos/asf/incubator-singa.git, you can update the master by:
+* To migrate from git-wip-us.apache.org to Gitbox: If you already cloned the SINGA repository from the old repo https://git-wip-us.apache.org/repos/asf/singa.git, you can update the master by:
 
 .. code-block:: bash
 
diff --git a/content/_sources/develop/build.md.txt b/content/_sources/develop/build.md.txt
index feb34f8..8670ddc 100644
--- a/content/_sources/develop/build.md.txt
+++ b/content/_sources/develop/build.md.txt
@@ -21,10 +21,10 @@
 
 
 The source files could be downloaded either as a
-[tar.gz file](https://dist.apache.org/repos/dist/dev/incubator/singa/), or as a git repo
+[tar.gz file](https://dist.apache.org/repos/dist/dev/singa/), or as a git repo
 
-    $ git clone https://github.com/apache/incubator-singa.git
-    $ cd incubator-singa/
+    $ git clone https://github.com/apache/singa.git
+    $ cd singa/
 
 If you want to contribute code to SINGA, refer to [this page]() for the steps and requirements.
 
@@ -44,7 +44,7 @@
     conda build tool/conda/singa/
 
 The above commands have been tested on Ubuntu (14.04, 16.04 and 18.04) and macOS 10.11.
-Refer to the [Travis-CI page](https://travis-ci.org/apache/incubator-singa) for more information.
+Refer to the [Travis-CI page](https://travis-ci.org/apache/singa) for more information.
 
 ### Build GPU Version
 
@@ -96,11 +96,11 @@
 
 ## Use native tools to build SINGA on Ubuntu
 
-Refer to SINGA [Dockerfiles](https://github.com/apache/incubator-singa/blob/master/tool/docker/devel/ubuntu/cuda9/Dockerfile#L30)
+Refer to SINGA [Dockerfiles](https://github.com/apache/singa/blob/master/tool/docker/devel/ubuntu/cuda9/Dockerfile#L30)
 for the instructions of installing the dependent libraries on Ubuntu 16.04. You can also create a Docker container using the [devel images]() and build SINGA inside the container.
 To build SINGA with GPU, MKLDNN, Python and unit tests, run the following instructions
 
-    mkdir build    # at the root of incubator-singa folder
+    mkdir build    # at the root of singa folder
     cd build
     cmake -DENABLE_TEST=ON -DUSE_CUDA=ON -DUSE_MKLDNN=ON -DUSE_PYTHON3=ON ..
     make
diff --git a/content/_sources/develop/contribute-code.md.txt b/content/_sources/develop/contribute-code.md.txt
index cc7a4bb..f4a0c61 100644
--- a/content/_sources/develop/contribute-code.md.txt
+++ b/content/_sources/develop/contribute-code.md.txt
@@ -56,12 +56,12 @@
 ## Git Workflow
 
 
-1. Fork the [SINGA Github repository](https://github.com/apache/incubator-singa) to your own Github account. 
+1. Fork the [SINGA Github repository](https://github.com/apache/singa) to your own Github account. 
 
 2. Clone the **repo** (short for repository) from your Github
 
-       git clone https://github.com/<Github account>/incubator-singa.git
-       git remote add apache https://github.com/apache/incubator-singa.git
+       git clone https://github.com/<Github account>/singa.git
+       git remote add apache https://github.com/apache/singa.git
 
 3. Create a new branch (e.g., `feature-foo` or `fixbug-foo`), work on it and commit your code. 
       
@@ -90,7 +90,7 @@
        git rebase master
        git push origin feature-foo:feature-foo
 
-6. Open a pull request (PR) against the master branch of apache/incubator-singa on Github website. The PR title should be the JIRA ticket title. If you want to inform other contributors who worked on the same files, you can find the file(s) on Github and click "Blame" to see a line-by-line annotation of who changed the code last.  Then, you can add @username in the PR description to ping them immediately. Please state that the contribution is your original work and that you license the work to the project under the project's open source license. Further commits (e.g., bug fix) to your new branch will be added to this pull request automatically by Github.
+6. Open a pull request (PR) against the master branch of apache/singa on Github website. The PR title should be the JIRA ticket title. If you want to inform other contributors who worked on the same files, you can find the file(s) on Github and click "Blame" to see a line-by-line annotation of who changed the code last.  Then, you can add @username in the PR description to ping them immediately. Please state that the contribution is your original work and that you license the work to the project under the project's open source license. Further commits (e.g., bug fix) to your new branch will be added to this pull request automatically by Github.
 
 7. Wait for committers to review the PR. If no conflicts and errors, the committers will merge it with the master branch. The merge should **a) not use rebase b) disable fast forward merge c) check the commit message format and test the code/feature**. During this time, the master of SINGA may have been updated by others, and then you need to [merge the latest master](https://docs.fast.ai/dev/git.html#how-to-keep-your-feature-branch-up-to-date) to resolve conflicts. Some people [rebase the PR onto the latest master](https://github.com/edx/edx-platform/wiki/How-to-Rebase-a-Pull-Request) instead of merging. However, if other developers fetch this PR to add new features and then send PR, the rebase operation would introduce **duplicate commits** (with different hash) in the future PR. See [The Golden Rule of Rebasing](https://www.atlassian.com/git/tutorials/merging-vs-rebasing) for the details of when to avoid using rebase. Another simple solution to update the PR (to fix conflicts or commit errors) is to checkout a new branch from the latest master branch of Apache SINGAS repo; copy and paste the updated/added code; commit and send a new PR.
 
diff --git a/content/_sources/develop/contribute-docs.md.txt b/content/_sources/develop/contribute-docs.md.txt
index a69e72b..59c04d3 100644
--- a/content/_sources/develop/contribute-docs.md.txt
+++ b/content/_sources/develop/contribute-docs.md.txt
@@ -21,9 +21,9 @@
 
 ## Website
 
-This document gives step-by-step instructions for deploying [SINGA website](http://singa.incubator.apache.org).
+This document gives step-by-step instructions for deploying [SINGA website](http://singa.apache.org).
 
-SINGA website is built by [Sphinx](http://www.sphinx-doc.org) from a source tree stored in the [git repo](https://github.com/apache/incubator-singa/tree/master/doc).
+SINGA website is built by [Sphinx](http://www.sphinx-doc.org) from a source tree stored in the [git repo](https://github.com/apache/singa/tree/master/doc).
 
 To install Sphinx:
 
@@ -41,11 +41,11 @@
 
     ./build.sh html
 
-Committers can update the [SINGA website](http://singa.apache.org/en/index.html) by copying the updated files to the [website repo](https://github.com/apache/incubator-singa-site) (suppose the site repo is ~/incubator-singa-sit)
+Committers can update the [SINGA website](http://singa.apache.org/en/index.html) by copying the updated files to the [website repo](https://github.com/apache/singa-site) (suppose the site repo is ~/singa-sit)
 
     cd _build
-    rsync --checksum -rvh html/ ~/incubator-singa-site/
-    cd ~/incubator-singa-site
+    rsync --checksum -rvh html/ ~/singa-site/
+    cd ~/singa-site
     git commit -m "update xxxx"
     git push
 
diff --git a/content/_sources/docs/autograd.md.txt b/content/_sources/docs/autograd.md.txt
index f80f2cb..30cf28e 100644
--- a/content/_sources/docs/autograd.md.txt
+++ b/content/_sources/docs/autograd.md.txt
@@ -52,7 +52,7 @@
 
 ## Examples
 
-Multiple examples are provided in the [example folder](https://github.com/apache/incubator-singa/tree/master/examples/autograd). We explain two representative examples here.
+Multiple examples are provided in the [example folder](https://github.com/apache/singa/tree/master/examples/autograd). We explain two representative examples here.
 
 ### Operation only
 
@@ -106,7 +106,7 @@
 
 ### Operation + Layer
 
-The following [example](https://github.com/apache/incubator-singa/blob/master/examples/autograd/mnist_cnn.py) implements a CNN model using layers provided by the autograd module.
+The following [example](https://github.com/apache/singa/blob/master/examples/autograd/mnist_cnn.py) implements a CNN model using layers provided by the autograd module.
 
 #### Create the layers
 
diff --git a/content/_sources/docs/benchmark.md.txt b/content/_sources/docs/benchmark.md.txt
index 0cb793f..071eb73 100644
--- a/content/_sources/docs/benchmark.md.txt
+++ b/content/_sources/docs/benchmark.md.txt
@@ -21,7 +21,7 @@
 # Benchmark for Distributed training
 
 
-Workload: we use a deep convolutional neural network, [ResNet-50](https://github.com/apache/incubator-singa/blob/master/examples/autograd/resnet.py) as the application. ResNet-50 is has 50 convolution layers for image classification. It requires 3.8 GFLOPs to pass a single image (of size 224x224) through the network. The input image size is 224x224.
+Workload: we use a deep convolutional neural network, [ResNet-50](https://github.com/apache/singa/blob/master/examples/autograd/resnet.py) as the application. ResNet-50 is has 50 convolution layers for image classification. It requires 3.8 GFLOPs to pass a single image (of size 224x224) through the network. The input image size is 224x224.
 
 
 Hardware: we use p2.8xlarge instances from AWS, each of which has 8 Nvidia Tesla K80 GPUs, 96 GB GPU memory in total, 32 vCPU, 488 GB main memory, 10 Gbps network bandwidth. 
diff --git a/content/_sources/docs/docker.md.txt b/content/_sources/docs/docker.md.txt
index 287e52d..4cb43e1 100644
--- a/content/_sources/docs/docker.md.txt
+++ b/content/_sources/docs/docker.md.txt
@@ -38,7 +38,7 @@
     # or
     docker run -it apache/singa:devel-cuda /bin/bash
 
-The latest SINGA code is under the `incubator-singa` folder.
+The latest SINGA code is under the `singa` folder.
 
 ## Create new Docker images from Dockerfile
 
diff --git a/content/_sources/docs/install_macos1013.rst.txt b/content/_sources/docs/install_macos1013.rst.txt
index 9cc9ad1..22cdb66 100644
--- a/content/_sources/docs/install_macos1013.rst.txt
+++ b/content/_sources/docs/install_macos1013.rst.txt
@@ -81,9 +81,9 @@
 
 .. code-block:: bash
 
-	git clone https://github.com/apache/incubator-singa.git
+	git clone https://github.com/apache/singa.git
 
-	cd incubator-singa
+	cd singa
 	mkdir build
 	cd build
 
diff --git a/content/_sources/docs/installation.md.txt b/content/_sources/docs/installation.md.txt
index 780053c..982093b 100644
--- a/content/_sources/docs/installation.md.txt
+++ b/content/_sources/docs/installation.md.txt
@@ -80,7 +80,7 @@
     | `version`| SINGA version | 'nightly', '2.0.0', '1.2.0'| 
     | `cpu` | the image cannot run on GPUs |  'cpu' |
     | `gpu` | the image can run on Nvidia GPUs| 'gpu', or 'cudax.x-cudnnx.x' e.g., 'cuda10.0-cudnn7.3'|
-    | `devel`| indicator for development|if absent SINGA Python package is installed for runtime only; if present, the building environment is also created, you can recompile SINGA from source at '/root/incubator-singa'
+    | `devel`| indicator for development|if absent SINGA Python package is installed for runtime only; if present, the building environment is also created, you can recompile SINGA from source at '/root/singa'
 
 * Please note that using the nightly built images is not recommended excpet for SINGA development and testing. Using an official release is recommended. Official releases have version numbers such as '2.0.0' and '1.2.0'.
 
diff --git a/content/_sources/docs/notebook/README.md.txt b/content/_sources/docs/notebook/README.md.txt
index 5a561eb..c4f9778 100644
--- a/content/_sources/docs/notebook/README.md.txt
+++ b/content/_sources/docs/notebook/README.md.txt
@@ -18,4 +18,4 @@
 -->
 These are some examples in IPython notebooks.
 
-You can open them in [notebook viewer](http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb).
+You can open them in [notebook viewer](http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb).
diff --git a/content/_sources/index.rst.txt b/content/_sources/index.rst.txt
index dbf5df4..6a4032e 100644
--- a/content/_sources/index.rst.txt
+++ b/content/_sources/index.rst.txt
@@ -84,12 +84,12 @@
 
 * Try SINGA on `AWS <https://aws.amazon.com/marketplace/pp/B01NAUAWZW>`_ or via `Docker <https://hub.docker.com/r/apache/singa/>`_.
 
-* Refer to the `Jupyter notebooks <http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb>`_ for some basic examples and the `model zoo page <./docs/model_zoo/index.html>`_ for more examples.
+* Refer to the `Jupyter notebooks <http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb>`_ for some basic examples and the `model zoo page <./docs/model_zoo/index.html>`_ for more examples.
 
 .. |logo| image:: _static/jupyter.png
    :scale: 25%
    :align: middle
-   :target: http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb
+   :target: http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb
 
 +---------+
 | |logo|  |
@@ -158,8 +158,3 @@
 License
 ----------
 SINGA is released under `Apache License Version 2.0 <http://www.apache.org/licenses/LICENSE-2.0>`_.
-
-Disclaimers
------------
-
-Apache SINGA is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.
\ No newline at end of file
diff --git a/content/community/issue-tracking.html b/content/community/issue-tracking.html
index 6509748..a0c942c 100644
--- a/content/community/issue-tracking.html
+++ b/content/community/issue-tracking.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="The SINGA Team" href="team-list.html" />
     <link rel="prev" title="Project Mailing Lists" href="mail-lists.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -264,46 +266,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/community/mail-lists.html b/content/community/mail-lists.html
index 20b95ee..81f8778 100644
--- a/content/community/mail-lists.html
+++ b/content/community/mail-lists.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Issue Tracking" href="issue-tracking.html" />
     <link rel="prev" title="Source Repository" href="source-repository.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -280,46 +282,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/community/source-repository.html b/content/community/source-repository.html
index e693c1e..f5f8bfc 100644
--- a/content/community/source-repository.html
+++ b/content/community/source-repository.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Project Mailing Lists" href="mail-lists.html" />
     <link rel="prev" title="How to prepare a release" href="../develop/how-to-release.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -200,14 +202,14 @@
 <h2>Web Access<a class="headerlink" href="#web-access" title="Permalink to this headline">¶</a></h2>
 <p>The following is a link to the online source repository.</p>
 <ul class="simple">
-<li><a class="reference external" href="https://gitbox.apache.org/repos/asf?p=incubator-singa.git">https://gitbox.apache.org/repos/asf?p=incubator-singa.git</a></li>
+<li><a class="reference external" href="https://gitbox.apache.org/repos/asf?p=singa.git">https://gitbox.apache.org/repos/asf?p=singa.git</a></li>
 </ul>
 </div>
 <div class="section" id="contributors">
 <h2>Contributors<a class="headerlink" href="#contributors" title="Permalink to this headline">¶</a></h2>
 <p>Contributors are encouraged to rebase their commits onto the latest master before sending the pull requests to make the git history clean. The following git instructors should be executed after committing the current work:</p>
 <div class="highlight-bash"><div class="highlight"><pre><span></span>git checkout master
-git pull &lt;apache/incubator-singa upstream&gt; master:master
+git pull &lt;apache/singa upstream&gt; master:master
 git checkout &lt;new feature branch&gt;
 git rebase master
 </pre></div>
@@ -218,9 +220,9 @@
 <ul class="simple">
 <li>To connect your Apache account with your Github account, Please follow the instructions on: <a class="reference external" href="https://gitbox.apache.org/setup/">https://gitbox.apache.org/setup/</a>. After that you can directly merge PRs using GitHub’s UI.</li>
 </ul>
-<p>To merge pull request <a class="reference external" href="https://github.com/apache/incubator-singa/pull/xxx">https://github.com/apache/incubator-singa/pull/xxx</a>, the following instructions should be executed,</p>
-<div class="highlight-bash"><div class="highlight"><pre><span></span>git clone https://github.com/apache/incubator-singa.git
-git remote add asf https://gitbox.apache.org/repos/asf/incubator-singa.git
+<p>To merge pull request <a class="reference external" href="https://github.com/apache/singa/pull/xxx">https://github.com/apache/singa/pull/xxx</a>, the following instructions should be executed,</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>git clone https://github.com/apache/singa.git
+git remote add asf https://gitbox.apache.org/repos/asf/singa.git
 <span class="c1"># optional</span>
 git pull asf master:master
 git fetch origin pull/xxx/head:prxxx
@@ -229,7 +231,7 @@
 </pre></div>
 </div>
 <ul class="simple">
-<li>To migrate from git-wip-us.apache.org to Gitbox: If you already cloned the SINGA repository from the old repo <a class="reference external" href="https://git-wip-us.apache.org/repos/asf/incubator-singa.git">https://git-wip-us.apache.org/repos/asf/incubator-singa.git</a>, you can update the master by:</li>
+<li>To migrate from git-wip-us.apache.org to Gitbox: If you already cloned the SINGA repository from the old repo <a class="reference external" href="https://git-wip-us.apache.org/repos/asf/singa.git">https://git-wip-us.apache.org/repos/asf/singa.git</a>, you can update the master by:</li>
 </ul>
 <div class="highlight-bash"><div class="highlight"><pre><span></span>git remote set-url origin git@github.com/apache/singa.git
 </pre></div>
@@ -286,46 +288,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/community/team-list.html b/content/community/team-list.html
index 4ba4ee5..65a4cd3 100644
--- a/content/community/team-list.html
+++ b/content/community/team-list.html
@@ -46,17 +46,19 @@
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="prev" title="Issue Tracking" href="issue-tracking.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -413,46 +415,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/develop/build.html b/content/develop/build.html
index 0fd43fa..3bd1ea4 100644
--- a/content/develop/build.html
+++ b/content/develop/build.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -206,9 +208,9 @@
 --><div class="section" id="build-singa-from-source">
 <h1>Build SINGA from Source<a class="headerlink" href="#build-singa-from-source" title="Permalink to this headline">¶</a></h1>
 <p>The source files could be downloaded either as a
-<a class="reference external" href="https://dist.apache.org/repos/dist/dev/incubator/singa/">tar.gz file</a>, or as a git repo</p>
-<div class="highlight-default"><div class="highlight"><pre><span></span>$ git clone https://github.com/apache/incubator-singa.git
-$ cd incubator-singa/
+<a class="reference external" href="https://dist.apache.org/repos/dist/dev/singa/">tar.gz file</a>, or as a git repo</p>
+<div class="highlight-default"><div class="highlight"><pre><span></span>$ git clone https://github.com/apache/singa.git
+$ cd singa/
 </pre></div>
 </div>
 <p>If you want to contribute code to SINGA, refer to <a class="reference external" href="#">this page</a> for the steps and requirements.</p>
@@ -227,7 +229,7 @@
 </pre></div>
 </div>
 <p>The above commands have been tested on Ubuntu (14.04, 16.04 and 18.04) and macOS 10.11.
-Refer to the <a class="reference external" href="https://travis-ci.org/apache/incubator-singa">Travis-CI page</a> for more information.</p>
+Refer to the <a class="reference external" href="https://travis-ci.org/apache/singa">Travis-CI page</a> for more information.</p>
 </div>
 <div class="section" id="build-gpu-version">
 <h3>Build GPU Version<a class="headerlink" href="#build-gpu-version" title="Permalink to this headline">¶</a></h3>
@@ -281,10 +283,10 @@
 </div>
 <div class="section" id="use-native-tools-to-build-singa-on-ubuntu">
 <h2>Use native tools to build SINGA on Ubuntu<a class="headerlink" href="#use-native-tools-to-build-singa-on-ubuntu" title="Permalink to this headline">¶</a></h2>
-<p>Refer to SINGA <a class="reference external" href="https://github.com/apache/incubator-singa/blob/master/tool/docker/devel/ubuntu/cuda9/Dockerfile#L30">Dockerfiles</a>
+<p>Refer to SINGA <a class="reference external" href="https://github.com/apache/singa/blob/master/tool/docker/devel/ubuntu/cuda9/Dockerfile#L30">Dockerfiles</a>
 for the instructions of installing the dependent libraries on Ubuntu 16.04. You can also create a Docker container using the <a class="reference external" href="#">devel images</a> and build SINGA inside the container.
 To build SINGA with GPU, MKLDNN, Python and unit tests, run the following instructions</p>
-<div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">mkdir</span> <span class="n">build</span>    <span class="c1"># at the root of incubator-singa folder</span>
+<div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">mkdir</span> <span class="n">build</span>    <span class="c1"># at the root of singa folder</span>
 <span class="n">cd</span> <span class="n">build</span>
 <span class="n">cmake</span> <span class="o">-</span><span class="n">DENABLE_TEST</span><span class="o">=</span><span class="n">ON</span> <span class="o">-</span><span class="n">DUSE_CUDA</span><span class="o">=</span><span class="n">ON</span> <span class="o">-</span><span class="n">DUSE_MKLDNN</span><span class="o">=</span><span class="n">ON</span> <span class="o">-</span><span class="n">DUSE_PYTHON3</span><span class="o">=</span><span class="n">ON</span> <span class="o">..</span>
 <span class="n">make</span>
@@ -637,46 +639,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/develop/contribute-code.html b/content/develop/contribute-code.html
index 9924c1d..89b9dea 100644
--- a/content/develop/contribute-code.html
+++ b/content/develop/contribute-code.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="How to Contribute to Documentation" href="contribute-docs.html" />
     <link rel="prev" title="Security" href="../security.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -251,11 +253,11 @@
 <div class="section" id="git-workflow">
 <h2>Git Workflow<a class="headerlink" href="#git-workflow" title="Permalink to this headline">¶</a></h2>
 <ol>
-<li><p class="first">Fork the <a class="reference external" href="https://github.com/apache/incubator-singa">SINGA Github repository</a> to your own Github account.</p>
+<li><p class="first">Fork the <a class="reference external" href="https://github.com/apache/singa">SINGA Github repository</a> to your own Github account.</p>
 </li>
 <li><p class="first">Clone the <strong>repo</strong> (short for repository) from your Github</p>
-<div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">git</span> <span class="n">clone</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">github</span><span class="o">.</span><span class="n">com</span><span class="o">/&lt;</span><span class="n">Github</span> <span class="n">account</span><span class="o">&gt;/</span><span class="n">incubator</span><span class="o">-</span><span class="n">singa</span><span class="o">.</span><span class="n">git</span>
-<span class="n">git</span> <span class="n">remote</span> <span class="n">add</span> <span class="n">apache</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">github</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="n">apache</span><span class="o">/</span><span class="n">incubator</span><span class="o">-</span><span class="n">singa</span><span class="o">.</span><span class="n">git</span>
+<div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">git</span> <span class="n">clone</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">github</span><span class="o">.</span><span class="n">com</span><span class="o">/&lt;</span><span class="n">Github</span> <span class="n">account</span><span class="o">&gt;/</span><span class="n">singa</span><span class="o">.</span><span class="n">git</span>
+<span class="n">git</span> <span class="n">remote</span> <span class="n">add</span> <span class="n">apache</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">github</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="n">apache</span><span class="o">/</span><span class="n">singa</span><span class="o">.</span><span class="n">git</span>
 </pre></div>
 </div>
 </li>
@@ -286,7 +288,7 @@
 </pre></div>
 </div>
 </li>
-<li><p class="first">Open a pull request (PR) against the master branch of apache/incubator-singa on Github website. The PR title should be the JIRA ticket title. If you want to inform other contributors who worked on the same files, you can find the file(s) on Github and click &#8220;Blame&#8220; to see a line-by-line annotation of who changed the code last.  Then, you can add &#64;username in the PR description to ping them immediately. Please state that the contribution is your original work and that you license the work to the project under the project&#8216;s open source license. Further commits (e.g., bug fix) to your new branch will be added to this pull request automatically by Github.</p>
+<li><p class="first">Open a pull request (PR) against the master branch of apache/singa on Github website. The PR title should be the JIRA ticket title. If you want to inform other contributors who worked on the same files, you can find the file(s) on Github and click &#8220;Blame&#8220; to see a line-by-line annotation of who changed the code last.  Then, you can add &#64;username in the PR description to ping them immediately. Please state that the contribution is your original work and that you license the work to the project under the project&#8216;s open source license. Further commits (e.g., bug fix) to your new branch will be added to this pull request automatically by Github.</p>
 </li>
 <li><p class="first">Wait for committers to review the PR. If no conflicts and errors, the committers will merge it with the master branch. The merge should <strong>a) not use rebase b) disable fast forward merge c) check the commit message format and test the code/feature</strong>. During this time, the master of SINGA may have been updated by others, and then you need to <a class="reference external" href="https://docs.fast.ai/dev/git.html#how-to-keep-your-feature-branch-up-to-date">merge the latest master</a> to resolve conflicts. Some people <a class="reference external" href="https://github.com/edx/edx-platform/wiki/How-to-Rebase-a-Pull-Request">rebase the PR onto the latest master</a> instead of merging. However, if other developers fetch this PR to add new features and then send PR, the rebase operation would introduce <strong>duplicate commits</strong> (with different hash) in the future PR. See <a class="reference external" href="https://www.atlassian.com/git/tutorials/merging-vs-rebasing">The Golden Rule of Rebasing</a> for the details of when to avoid using rebase. Another simple solution to update the PR (to fix conflicts or commit errors) is to checkout a new branch from the latest master branch of Apache SINGAS repo; copy and paste the updated/added code; commit and send a new PR.</p>
 </li>
@@ -352,46 +354,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/develop/contribute-docs.html b/content/develop/contribute-docs.html
index 02be357..21127e1 100644
--- a/content/develop/contribute-docs.html
+++ b/content/develop/contribute-docs.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="How to prepare a release" href="how-to-release.html" />
     <link rel="prev" title="How to Contribute Code" href="contribute-code.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -220,8 +222,8 @@
 <h1>How to Contribute to Documentation<a class="headerlink" href="#how-to-contribute-to-documentation" title="Permalink to this headline">¶</a></h1>
 <div class="section" id="website">
 <h2>Website<a class="headerlink" href="#website" title="Permalink to this headline">¶</a></h2>
-<p>This document gives step-by-step instructions for deploying <a class="reference external" href="http://singa.incubator.apache.org">SINGA website</a>.</p>
-<p>SINGA website is built by <a class="reference external" href="http://www.sphinx-doc.org">Sphinx</a> from a source tree stored in the <a class="reference external" href="https://github.com/apache/incubator-singa/tree/master/doc">git repo</a>.</p>
+<p>This document gives step-by-step instructions for deploying <a class="reference external" href="http://singa.apache.org">SINGA website</a>.</p>
+<p>SINGA website is built by <a class="reference external" href="http://www.sphinx-doc.org">Sphinx</a> from a source tree stored in the <a class="reference external" href="https://github.com/apache/singa/tree/master/doc">git repo</a>.</p>
 <p>To install Sphinx:</p>
 <div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">pip</span> <span class="n">install</span> <span class="o">-</span><span class="n">U</span> <span class="n">Sphinx</span><span class="o">==</span><span class="mf">1.5</span><span class="o">.</span><span class="mi">6</span>
 </pre></div>
@@ -238,10 +240,10 @@
 <div class="highlight-default"><div class="highlight"><pre><span></span><span class="o">./</span><span class="n">build</span><span class="o">.</span><span class="n">sh</span> <span class="n">html</span>
 </pre></div>
 </div>
-<p>Committers can update the <a class="reference external" href="http://singa.apache.org/en/index.html">SINGA website</a> by copying the updated files to the <a class="reference external" href="https://github.com/apache/incubator-singa-site">website repo</a> (suppose the site repo is ~/incubator-singa-sit)</p>
+<p>Committers can update the <a class="reference external" href="http://singa.apache.org/en/index.html">SINGA website</a> by copying the updated files to the <a class="reference external" href="https://github.com/apache/singa-site">website repo</a> (suppose the site repo is ~/singa-sit)</p>
 <div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">cd</span> <span class="n">_build</span>
-<span class="n">rsync</span> <span class="o">--</span><span class="n">checksum</span> <span class="o">-</span><span class="n">rvh</span> <span class="n">html</span><span class="o">/</span> <span class="o">~/</span><span class="n">incubator</span><span class="o">-</span><span class="n">singa</span><span class="o">-</span><span class="n">site</span><span class="o">/</span>
-<span class="n">cd</span> <span class="o">~/</span><span class="n">incubator</span><span class="o">-</span><span class="n">singa</span><span class="o">-</span><span class="n">site</span>
+<span class="n">rsync</span> <span class="o">--</span><span class="n">checksum</span> <span class="o">-</span><span class="n">rvh</span> <span class="n">html</span><span class="o">/</span> <span class="o">~/</span><span class="n">singa</span><span class="o">-</span><span class="n">site</span><span class="o">/</span>
+<span class="n">cd</span> <span class="o">~/</span><span class="n">singa</span><span class="o">-</span><span class="n">site</span>
 <span class="n">git</span> <span class="n">commit</span> <span class="o">-</span><span class="n">m</span> <span class="s2">&quot;update xxxx&quot;</span>
 <span class="n">git</span> <span class="n">push</span>
 </pre></div>
@@ -357,46 +359,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/develop/how-contribute.html b/content/develop/how-contribute.html
index c261c34..901406e 100644
--- a/content/develop/how-contribute.html
+++ b/content/develop/how-contribute.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -253,46 +255,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/develop/how-to-release.html b/content/develop/how-to-release.html
index 12f19eb..42ef589 100644
--- a/content/develop/how-to-release.html
+++ b/content/develop/how-to-release.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Source Repository" href="../community/source-repository.html" />
     <link rel="prev" title="How to Contribute to Documentation" href="contribute-docs.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -438,46 +440,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/develop/schedule.html b/content/develop/schedule.html
index 34b8360..39a403b 100644
--- a/content/develop/schedule.html
+++ b/content/develop/schedule.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -409,46 +411,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/autograd.html b/content/docs/autograd.html
index a2f51ce..8c3ab4a 100644
--- a/content/docs/autograd.html
+++ b/content/docs/autograd.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="ONNX" href="onnx.html" />
     <link rel="prev" title="Tensor" href="tensor.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -261,7 +263,7 @@
 </div>
 <div class="section" id="examples">
 <h2>Examples<a class="headerlink" href="#examples" title="Permalink to this headline">¶</a></h2>
-<p>Multiple examples are provided in the <a class="reference external" href="https://github.com/apache/incubator-singa/tree/master/examples/autograd">example folder</a>. We explain two representative examples here.</p>
+<p>Multiple examples are provided in the <a class="reference external" href="https://github.com/apache/singa/tree/master/examples/autograd">example folder</a>. We explain two representative examples here.</p>
 <div class="section" id="operation-only">
 <h3>Operation only<a class="headerlink" href="#operation-only" title="Permalink to this headline">¶</a></h3>
 <p>The following codes implement a MLP model using only Operation instances (no Layer instances).</p>
@@ -313,7 +315,7 @@
 </div>
 <div class="section" id="operation-layer">
 <h3>Operation + Layer<a class="headerlink" href="#operation-layer" title="Permalink to this headline">¶</a></h3>
-<p>The following <a class="reference external" href="https://github.com/apache/incubator-singa/blob/master/examples/autograd/mnist_cnn.py">example</a> implements a CNN model using layers provided by the autograd module.</p>
+<p>The following <a class="reference external" href="https://github.com/apache/singa/blob/master/examples/autograd/mnist_cnn.py">example</a> implements a CNN model using layers provided by the autograd module.</p>
 <div class="section" id="create-the-layers">
 <h4>Create the layers<a class="headerlink" href="#create-the-layers" title="Permalink to this headline">¶</a></h4>
 <div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">conv1</span> <span class="o">=</span> <span class="n">autograd</span><span class="o">.</span><span class="n">Conv2d</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">32</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="n">padding</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">bias</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
@@ -423,46 +425,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/benchmark.html b/content/docs/benchmark.html
index abf9162..6396e9f 100644
--- a/content/docs/benchmark.html
+++ b/content/docs/benchmark.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Model Zoo" href="model_zoo/index.html" />
     <link rel="prev" title="ONNX" href="onnx.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -219,7 +221,7 @@
     under the License.
 --><div class="section" id="benchmark-for-distributed-training">
 <h1>Benchmark for Distributed training<a class="headerlink" href="#benchmark-for-distributed-training" title="Permalink to this headline">¶</a></h1>
-<p>Workload: we use a deep convolutional neural network, <a class="reference external" href="https://github.com/apache/incubator-singa/blob/master/examples/autograd/resnet.py">ResNet-50</a> as the application. ResNet-50 is has 50 convolution layers for image classification. It requires 3.8 GFLOPs to pass a single image (of size 224x224) through the network. The input image size is 224x224.</p>
+<p>Workload: we use a deep convolutional neural network, <a class="reference external" href="https://github.com/apache/singa/blob/master/examples/autograd/resnet.py">ResNet-50</a> as the application. ResNet-50 is has 50 convolution layers for image classification. It requires 3.8 GFLOPs to pass a single image (of size 224x224) through the network. The input image size is 224x224.</p>
 <p>Hardware: we use p2.8xlarge instances from AWS, each of which has 8 Nvidia Tesla K80 GPUs, 96 GB GPU memory in total, 32 vCPU, 488 GB main memory, 10 Gbps network bandwidth.</p>
 <p>Metric: we measure the time per iteration for different number of workers to evaluate the scalability of SINGA. The batch size is fixed to be 32 per GPU. Synchronous training scheme is applied. As a result, the effective batch size is $32N$, where N is the number of GPUs. We compare with a popular open source system which uses the parameter server topology. The first GPU is selected as the server.</p>
 <img src="../_static/images/benchmark.png" align="center" width="500px"/>
@@ -275,46 +277,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
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-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/cnn.html b/content/docs/cnn.html
index 896fbc8..65781e4 100644
--- a/content/docs/cnn.html
+++ b/content/docs/cnn.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -387,46 +389,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/converter.html b/content/docs/converter.html
index cf31020..d13809b 100644
--- a/content/docs/converter.html
+++ b/content/docs/converter.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/data.html b/content/docs/data.html
index bc87ad8..f437185 100644
--- a/content/docs/data.html
+++ b/content/docs/data.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/dependencies.html b/content/docs/dependencies.html
index ab49d64..35aef50 100644
--- a/content/docs/dependencies.html
+++ b/content/docs/dependencies.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -321,46 +323,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/device.html b/content/docs/device.html
index b608229..26a3e6a 100644
--- a/content/docs/device.html
+++ b/content/docs/device.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Tensor" href="tensor.html" />
     <link rel="prev" title="Software Stack" href="software_stack.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -285,46 +287,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/docker.html b/content/docs/docker.html
index 5447d96..cd73a8e 100644
--- a/content/docs/docker.html
+++ b/content/docs/docker.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -226,7 +228,7 @@
 <span class="n">docker</span> <span class="n">run</span> <span class="o">-</span><span class="n">it</span> <span class="n">apache</span><span class="o">/</span><span class="n">singa</span><span class="p">:</span><span class="n">devel</span><span class="o">-</span><span class="n">cuda</span> <span class="o">/</span><span class="nb">bin</span><span class="o">/</span><span class="n">bash</span>
 </pre></div>
 </div>
-<p>The latest SINGA code is under the <code class="docutils literal"><span class="pre">incubator-singa</span></code> folder.</p>
+<p>The latest SINGA code is under the <code class="docutils literal"><span class="pre">singa</span></code> folder.</p>
 </div>
 <div class="section" id="create-new-docker-images-from-dockerfile">
 <h2>Create new Docker images from Dockerfile<a class="headerlink" href="#create-new-docker-images-from-dockerfile" title="Permalink to this headline">¶</a></h2>
@@ -297,46 +299,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/image_tool.html b/content/docs/image_tool.html
index c6cc4bd..e8d9f64 100644
--- a/content/docs/image_tool.html
+++ b/content/docs/image_tool.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/index.html b/content/docs/index.html
index f39726d..7116bc6 100644
--- a/content/docs/index.html
+++ b/content/docs/index.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Installation" href="installation.html" />
     <link rel="prev" title="Welcome to Apache SINGA" href="../index.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -362,46 +364,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/initializer.html b/content/docs/initializer.html
index 06637ff..2d2e4a7 100644
--- a/content/docs/initializer.html
+++ b/content/docs/initializer.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -236,46 +238,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/install_macos1013.html b/content/docs/install_macos1013.html
index 9f3593c..35ee1ae 100644
--- a/content/docs/install_macos1013.html
+++ b/content/docs/install_macos1013.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -240,9 +242,9 @@
 <ul class="simple">
 <li>Get the source code and build it:</li>
 </ul>
-<div class="highlight-bash"><div class="highlight"><pre><span></span>git clone https://github.com/apache/incubator-singa.git
+<div class="highlight-bash"><div class="highlight"><pre><span></span>git clone https://github.com/apache/singa.git
 
-<span class="nb">cd</span> incubator-singa
+<span class="nb">cd</span> singa
 mkdir build
 <span class="nb">cd</span> build
 
@@ -350,46 +352,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/install_win.html b/content/docs/install_win.html
index 5932440..2d75d5c 100644
--- a/content/docs/install_win.html
+++ b/content/docs/install_win.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -719,46 +721,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/installation.html b/content/docs/installation.html
index 3466ba7..2d3e458 100644
--- a/content/docs/installation.html
+++ b/content/docs/installation.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Software Stack" href="software_stack.html" />
     <link rel="prev" title="Documentation" href="index.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -289,7 +291,7 @@
 | <code class="docutils literal"><span class="pre">version</span></code>| SINGA version | &#8216;nightly&#8216;, &#8216;2.0.0&#8216;, &#8216;1.2.0&#8216;|
 | <code class="docutils literal"><span class="pre">cpu</span></code> | the image cannot run on GPUs |  &#8216;cpu&#8216; |
 | <code class="docutils literal"><span class="pre">gpu</span></code> | the image can run on Nvidia GPUs| &#8216;gpu&#8216;, or &#8216;cudax.x-cudnnx.x&#8216; e.g., &#8216;cuda10.0-cudnn7.3&#8216;|
-| <code class="docutils literal"><span class="pre">devel</span></code>| indicator for development|if absent SINGA Python package is installed for runtime only; if present, the building environment is also created, you can recompile SINGA from source at &#8216;/root/incubator-singa&#8216;</p>
+| <code class="docutils literal"><span class="pre">devel</span></code>| indicator for development|if absent SINGA Python package is installed for runtime only; if present, the building environment is also created, you can recompile SINGA from source at &#8216;/root/singa&#8216;</p>
 </li>
 </ol>
 <ul class="simple">
@@ -381,46 +383,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/layer.html b/content/docs/layer.html
index f334c94..275e177 100644
--- a/content/docs/layer.html
+++ b/content/docs/layer.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -236,46 +238,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/loss.html b/content/docs/loss.html
index 2c0a456..a110ac0 100644
--- a/content/docs/loss.html
+++ b/content/docs/loss.html
@@ -45,17 +45,19 @@
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     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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-    <style>
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-	}
-	.fab:hover {
-	    opacity: 0.7;
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-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
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-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/metric.html b/content/docs/metric.html
index 6921fd6..bfa3234 100644
--- a/content/docs/metric.html
+++ b/content/docs/metric.html
@@ -45,17 +45,19 @@
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     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
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-	    opacity: 0.7;
-	}
-	.fab:hover {
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+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/caffe/README.html b/content/docs/model_zoo/caffe/README.html
index 3a123cf..86e65f0 100644
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     <link rel="index" title="Index" href="../../../genindex.html" />
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-    <link href="../../../_static/style.css" rel="stylesheet" type="text/css">
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+<!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
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+
+    .fab:hover {
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 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../.././index.html">English</a></dd>
+            <dd><a href="../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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-  <a href="http://incubator.apache.org/"> <img src= "../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
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+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
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+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
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+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
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+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
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- <a href="https://github.com/apache/incubator-singa">
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
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+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/char-rnn/README.html b/content/docs/model_zoo/char-rnn/README.html
index 5d0624a..c7f26cf 100644
--- a/content/docs/model_zoo/char-rnn/README.html
+++ b/content/docs/model_zoo/char-rnn/README.html
@@ -47,17 +47,19 @@
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+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
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 </head>
 
@@ -319,46 +321,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
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-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../.././index.html">English</a></dd>
-          <dd><a href="../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../.././index.html">English</a></dd>
+            <dd><a href="../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
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-  <a href="http://incubator.apache.org/"> <img src= "../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
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-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
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+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/cifar10/README.html b/content/docs/model_zoo/cifar10/README.html
index ac800d6..7761da7 100644
--- a/content/docs/model_zoo/cifar10/README.html
+++ b/content/docs/model_zoo/cifar10/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../search.html" />
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+<!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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 </head>
 
@@ -364,46 +366,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../.././index.html">English</a></dd>
+            <dd><a href="../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
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+    <a href="http://www.apache.org"
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+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
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 </a>
 
  
diff --git a/content/docs/model_zoo/examples/caffe/README.html b/content/docs/model_zoo/examples/caffe/README.html
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
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+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
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+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
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diff --git a/content/docs/model_zoo/examples/char-rnn/README.html b/content/docs/model_zoo/examples/char-rnn/README.html
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-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
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-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
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+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
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+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
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- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/examples/imagenet/alexnet/README.html b/content/docs/model_zoo/examples/imagenet/alexnet/README.html
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 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
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-    v: latest
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-          <dd><a href="../../../../.././zh/index.html">中文</a></dd>
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-      <dl>
-          <dt>Versions</dt>
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../../.././index.html">English</a></dd>
+            <dd><a href="../../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
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-  <a href="http://incubator.apache.org/"> <img src= "../../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
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- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/examples/imagenet/densenet/README.html b/content/docs/model_zoo/examples/imagenet/densenet/README.html
index 30228f8..cb82095 100644
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-    <link href="../../../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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@@ -292,46 +294,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
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-          <dd><a href="../../../../.././zh/index.html">中文</a></dd>
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../../.././index.html">English</a></dd>
+            <dd><a href="../../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
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+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
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+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
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+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
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+            <dt>Languages</dt>
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+            <dd><a href="../../../../.././zh/index.html">中文</a></dd>
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-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
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-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
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+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
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+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
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-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
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-    <span class="fa fa-book"> singa </span>
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-    <span class="fa fa-caret-down"></span>
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../../.././index.html">English</a></dd>
+            <dd><a href="../../../../.././zh/index.html">中文</a></dd>
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+        <dl>
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+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
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-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
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+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
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-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
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-    <span class="fa fa-book"> singa </span>
-    v: latest
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-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
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+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
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+    <a href="http://www.apache.org/events/current-event"
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+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
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+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
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+            <dt>Languages</dt>
+            <dd><a href="../../.././index.html">English</a></dd>
+            <dd><a href="../../.././zh/index.html">中文</a></dd>
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+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
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-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
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+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
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+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
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 </a>
 
  
diff --git a/content/docs/model_zoo/examples/mnist/README.html b/content/docs/model_zoo/examples/mnist/README.html
index 33870f2..b1711ed 100644
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+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
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-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
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-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
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- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/imagenet/alexnet/README.html b/content/docs/model_zoo/imagenet/alexnet/README.html
index edb1053..c1fba56 100644
--- a/content/docs/model_zoo/imagenet/alexnet/README.html
+++ b/content/docs/model_zoo/imagenet/alexnet/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="Image Classification using DenseNet" href="../densenet/README.html" />
     <link rel="prev" title="Train a RBM model against MNIST dataset" href="../../mnist/README.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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@@ -359,46 +361,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
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-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
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+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/imagenet/densenet/README.html b/content/docs/model_zoo/imagenet/densenet/README.html
index 79afad9..c859602 100644
--- a/content/docs/model_zoo/imagenet/densenet/README.html
+++ b/content/docs/model_zoo/imagenet/densenet/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="Image Classification using GoogleNet" href="../googlenet/README.html" />
     <link rel="prev" title="Train AlexNet over ImageNet" href="../alexnet/README.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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 </head>
 
@@ -332,46 +334,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
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-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/imagenet/googlenet/README.html b/content/docs/model_zoo/imagenet/googlenet/README.html
index bfe3aed..3e29c40 100644
--- a/content/docs/model_zoo/imagenet/googlenet/README.html
+++ b/content/docs/model_zoo/imagenet/googlenet/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="Image Classification using Inception V4" href="../inception/README.html" />
     <link rel="prev" title="Image Classification using DenseNet" href="../densenet/README.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
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+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
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@@ -346,46 +348,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
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-    <span class="fa fa-book"> singa </span>
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-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/imagenet/inception/README.html b/content/docs/model_zoo/imagenet/inception/README.html
index 99e8bb8..38921dd 100644
--- a/content/docs/model_zoo/imagenet/inception/README.html
+++ b/content/docs/model_zoo/imagenet/inception/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="Image Classification using Residual Networks" href="../resnet/README.html" />
     <link rel="prev" title="Image Classification using GoogleNet" href="../googlenet/README.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
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+
+    .fab:hover {
+        opacity: 0.7;
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 </head>
 
@@ -325,46 +327,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/imagenet/resnet/README.html b/content/docs/model_zoo/imagenet/resnet/README.html
index 85c2a2e..555efec 100644
--- a/content/docs/model_zoo/imagenet/resnet/README.html
+++ b/content/docs/model_zoo/imagenet/resnet/README.html
@@ -47,17 +47,19 @@
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     <link rel="next" title="Image Classification using VGG" href="../vgg/README.html" />
     <link rel="prev" title="Image Classification using Inception V4" href="../inception/README.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
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+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
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 </head>
 
@@ -337,46 +339,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
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-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
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+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/imagenet/vgg/README.html b/content/docs/model_zoo/imagenet/vgg/README.html
index 19cb366..b2770f9 100644
--- a/content/docs/model_zoo/imagenet/vgg/README.html
+++ b/content/docs/model_zoo/imagenet/vgg/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="Download SINGA" href="../../../../downloads.html" />
     <link rel="prev" title="Image Classification using Residual Networks" href="../resnet/README.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
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+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
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 </head>
 
@@ -335,46 +337,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
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+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/index.html b/content/docs/model_zoo/index.html
index f774297..8831754 100644
--- a/content/docs/model_zoo/index.html
+++ b/content/docs/model_zoo/index.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Train CNN over Cifar-10" href="cifar10/README.html" />
     <link rel="prev" title="Benchmark for Distributed training" href="../benchmark.html" />
-    <link href="../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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+<link href="../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
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+        opacity: 0.7;
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+
+    .fab:hover {
+        opacity: 0.7;
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+</style>
 
 </head>
 
@@ -321,46 +323,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../.././index.html">English</a></dd>
-          <dd><a href="../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../.././index.html">English</a></dd>
+            <dd><a href="../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/model_zoo/mnist/README.html b/content/docs/model_zoo/mnist/README.html
index 37cb893..7a7dd81 100644
--- a/content/docs/model_zoo/mnist/README.html
+++ b/content/docs/model_zoo/mnist/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Train AlexNet over ImageNet" href="../imagenet/alexnet/README.html" />
     <link rel="prev" title="Train Char-RNN over plain text" href="../char-rnn/README.html" />
-    <link href="../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -306,46 +308,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../.././index.html">English</a></dd>
-          <dd><a href="../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../.././index.html">English</a></dd>
+            <dd><a href="../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/net.html b/content/docs/net.html
index 4c460ba..a384e81 100644
--- a/content/docs/net.html
+++ b/content/docs/net.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/neural-net.html b/content/docs/neural-net.html
index 8910bb3..537cb2c 100644
--- a/content/docs/neural-net.html
+++ b/content/docs/neural-net.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -562,46 +564,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/notebook/README.html b/content/docs/notebook/README.html
index 33bf3f4..5b6ce53 100644
--- a/content/docs/notebook/README.html
+++ b/content/docs/notebook/README.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link href="../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -204,7 +206,7 @@
     specific language governing permissions and limitations
     under the License.
 --><p>These are some examples in IPython notebooks.</p>
-<p>You can open them in <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb">notebook viewer</a>.</p>
+<p>You can open them in <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb">notebook viewer</a>.</p>
 
 
            </div>
@@ -246,46 +248,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../.././index.html">English</a></dd>
-          <dd><a href="../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../.././index.html">English</a></dd>
+            <dd><a href="../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/onnx.html b/content/docs/onnx.html
index 46b0569..c312d4b 100644
--- a/content/docs/onnx.html
+++ b/content/docs/onnx.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Benchmark for Distributed training" href="benchmark.html" />
     <link rel="prev" title="Autograd in Singa" href="autograd.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -255,46 +257,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/optimizer.html b/content/docs/optimizer.html
index 66cddad..8b75a4d 100644
--- a/content/docs/optimizer.html
+++ b/content/docs/optimizer.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/snapshot.html b/content/docs/snapshot.html
index c06d6e6..06566c5 100644
--- a/content/docs/snapshot.html
+++ b/content/docs/snapshot.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/software_stack.html b/content/docs/software_stack.html
index d0a9203..9809b8e 100644
--- a/content/docs/software_stack.html
+++ b/content/docs/software_stack.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Device" href="device.html" />
     <link rel="prev" title="Installation" href="installation.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -360,46 +362,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/tensor.html b/content/docs/tensor.html
index d6aa60b..9e9ea02 100644
--- a/content/docs/tensor.html
+++ b/content/docs/tensor.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Autograd in Singa" href="autograd.html" />
     <link rel="prev" title="Device" href="device.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -279,46 +281,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/docs/utils.html b/content/docs/utils.html
index f000459..e4973e9 100644
--- a/content/docs/utils.html
+++ b/content/docs/utils.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/downloads.html b/content/downloads.html
index 916a18b..85b5ec1 100644
--- a/content/downloads.html
+++ b/content/downloads.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Security" href="security.html" />
     <link rel="prev" title="Image Classification using VGG" href="docs/model_zoo/imagenet/vgg/README.html" />
-    <link href="_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -422,46 +424,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="./index.html">English</a></dd>
-          <dd><a href="./zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="./index.html">English</a></dd>
+            <dd><a href="./zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/_sources/community/source-repository.rst.txt b/content/en/_sources/community/source-repository.rst.txt
index 5dc014f..6571a45 100644
--- a/content/en/_sources/community/source-repository.rst.txt
+++ b/content/en/_sources/community/source-repository.rst.txt
@@ -25,7 +25,7 @@
 
 The following is a link to the online source repository.
 
-* https://gitbox.apache.org/repos/asf?p=incubator-singa.git
+* https://gitbox.apache.org/repos/asf?p=singa.git
 
 Contributors
 ------------
@@ -35,7 +35,7 @@
 .. code-block:: bash
 
     git checkout master
-    git pull <apache/incubator-singa upstream> master:master
+    git pull <apache/singa upstream> master:master
     git checkout <new feature branch>
     git rebase master
 
@@ -44,19 +44,19 @@
 
 * To connect your Apache account with your Github account, Please follow the instructions on: https://gitbox.apache.org/setup/. After that you can directly merge PRs using GitHub’s UI.
 
-To merge pull request https://github.com/apache/incubator-singa/pull/xxx, the following instructions should be executed,
+To merge pull request https://github.com/apache/singa/pull/xxx, the following instructions should be executed,
 
 .. code-block:: bash
 
-    git clone https://github.com/apache/incubator-singa.git
-    git remote add asf https://gitbox.apache.org/repos/asf/incubator-singa.git
+    git clone https://github.com/apache/singa.git
+    git remote add asf https://gitbox.apache.org/repos/asf/singa.git
     # optional
     git pull asf master:master
     git fetch origin pull/xxx/head:prxxx
     git merge prxxx
     git push asf master:master
 
-* To migrate from git-wip-us.apache.org to Gitbox: If you already cloned the SINGA repository from the old repo https://git-wip-us.apache.org/repos/asf/incubator-singa.git, you can update the master by:
+* To migrate from git-wip-us.apache.org to Gitbox: If you already cloned the SINGA repository from the old repo https://git-wip-us.apache.org/repos/asf/singa.git, you can update the master by:
 
 .. code-block:: bash
 
diff --git a/content/en/_sources/develop/build.md.txt b/content/en/_sources/develop/build.md.txt
index feb34f8..8670ddc 100644
--- a/content/en/_sources/develop/build.md.txt
+++ b/content/en/_sources/develop/build.md.txt
@@ -21,10 +21,10 @@
 
 
 The source files could be downloaded either as a
-[tar.gz file](https://dist.apache.org/repos/dist/dev/incubator/singa/), or as a git repo
+[tar.gz file](https://dist.apache.org/repos/dist/dev/singa/), or as a git repo
 
-    $ git clone https://github.com/apache/incubator-singa.git
-    $ cd incubator-singa/
+    $ git clone https://github.com/apache/singa.git
+    $ cd singa/
 
 If you want to contribute code to SINGA, refer to [this page]() for the steps and requirements.
 
@@ -44,7 +44,7 @@
     conda build tool/conda/singa/
 
 The above commands have been tested on Ubuntu (14.04, 16.04 and 18.04) and macOS 10.11.
-Refer to the [Travis-CI page](https://travis-ci.org/apache/incubator-singa) for more information.
+Refer to the [Travis-CI page](https://travis-ci.org/apache/singa) for more information.
 
 ### Build GPU Version
 
@@ -96,11 +96,11 @@
 
 ## Use native tools to build SINGA on Ubuntu
 
-Refer to SINGA [Dockerfiles](https://github.com/apache/incubator-singa/blob/master/tool/docker/devel/ubuntu/cuda9/Dockerfile#L30)
+Refer to SINGA [Dockerfiles](https://github.com/apache/singa/blob/master/tool/docker/devel/ubuntu/cuda9/Dockerfile#L30)
 for the instructions of installing the dependent libraries on Ubuntu 16.04. You can also create a Docker container using the [devel images]() and build SINGA inside the container.
 To build SINGA with GPU, MKLDNN, Python and unit tests, run the following instructions
 
-    mkdir build    # at the root of incubator-singa folder
+    mkdir build    # at the root of singa folder
     cd build
     cmake -DENABLE_TEST=ON -DUSE_CUDA=ON -DUSE_MKLDNN=ON -DUSE_PYTHON3=ON ..
     make
diff --git a/content/en/_sources/develop/contribute-code.md.txt b/content/en/_sources/develop/contribute-code.md.txt
index cc7a4bb..f4a0c61 100644
--- a/content/en/_sources/develop/contribute-code.md.txt
+++ b/content/en/_sources/develop/contribute-code.md.txt
@@ -56,12 +56,12 @@
 ## Git Workflow
 
 
-1. Fork the [SINGA Github repository](https://github.com/apache/incubator-singa) to your own Github account. 
+1. Fork the [SINGA Github repository](https://github.com/apache/singa) to your own Github account. 
 
 2. Clone the **repo** (short for repository) from your Github
 
-       git clone https://github.com/<Github account>/incubator-singa.git
-       git remote add apache https://github.com/apache/incubator-singa.git
+       git clone https://github.com/<Github account>/singa.git
+       git remote add apache https://github.com/apache/singa.git
 
 3. Create a new branch (e.g., `feature-foo` or `fixbug-foo`), work on it and commit your code. 
       
@@ -90,7 +90,7 @@
        git rebase master
        git push origin feature-foo:feature-foo
 
-6. Open a pull request (PR) against the master branch of apache/incubator-singa on Github website. The PR title should be the JIRA ticket title. If you want to inform other contributors who worked on the same files, you can find the file(s) on Github and click "Blame" to see a line-by-line annotation of who changed the code last.  Then, you can add @username in the PR description to ping them immediately. Please state that the contribution is your original work and that you license the work to the project under the project's open source license. Further commits (e.g., bug fix) to your new branch will be added to this pull request automatically by Github.
+6. Open a pull request (PR) against the master branch of apache/singa on Github website. The PR title should be the JIRA ticket title. If you want to inform other contributors who worked on the same files, you can find the file(s) on Github and click "Blame" to see a line-by-line annotation of who changed the code last.  Then, you can add @username in the PR description to ping them immediately. Please state that the contribution is your original work and that you license the work to the project under the project's open source license. Further commits (e.g., bug fix) to your new branch will be added to this pull request automatically by Github.
 
 7. Wait for committers to review the PR. If no conflicts and errors, the committers will merge it with the master branch. The merge should **a) not use rebase b) disable fast forward merge c) check the commit message format and test the code/feature**. During this time, the master of SINGA may have been updated by others, and then you need to [merge the latest master](https://docs.fast.ai/dev/git.html#how-to-keep-your-feature-branch-up-to-date) to resolve conflicts. Some people [rebase the PR onto the latest master](https://github.com/edx/edx-platform/wiki/How-to-Rebase-a-Pull-Request) instead of merging. However, if other developers fetch this PR to add new features and then send PR, the rebase operation would introduce **duplicate commits** (with different hash) in the future PR. See [The Golden Rule of Rebasing](https://www.atlassian.com/git/tutorials/merging-vs-rebasing) for the details of when to avoid using rebase. Another simple solution to update the PR (to fix conflicts or commit errors) is to checkout a new branch from the latest master branch of Apache SINGAS repo; copy and paste the updated/added code; commit and send a new PR.
 
diff --git a/content/en/_sources/develop/contribute-docs.md.txt b/content/en/_sources/develop/contribute-docs.md.txt
index a69e72b..59c04d3 100644
--- a/content/en/_sources/develop/contribute-docs.md.txt
+++ b/content/en/_sources/develop/contribute-docs.md.txt
@@ -21,9 +21,9 @@
 
 ## Website
 
-This document gives step-by-step instructions for deploying [SINGA website](http://singa.incubator.apache.org).
+This document gives step-by-step instructions for deploying [SINGA website](http://singa.apache.org).
 
-SINGA website is built by [Sphinx](http://www.sphinx-doc.org) from a source tree stored in the [git repo](https://github.com/apache/incubator-singa/tree/master/doc).
+SINGA website is built by [Sphinx](http://www.sphinx-doc.org) from a source tree stored in the [git repo](https://github.com/apache/singa/tree/master/doc).
 
 To install Sphinx:
 
@@ -41,11 +41,11 @@
 
     ./build.sh html
 
-Committers can update the [SINGA website](http://singa.apache.org/en/index.html) by copying the updated files to the [website repo](https://github.com/apache/incubator-singa-site) (suppose the site repo is ~/incubator-singa-sit)
+Committers can update the [SINGA website](http://singa.apache.org/en/index.html) by copying the updated files to the [website repo](https://github.com/apache/singa-site) (suppose the site repo is ~/singa-sit)
 
     cd _build
-    rsync --checksum -rvh html/ ~/incubator-singa-site/
-    cd ~/incubator-singa-site
+    rsync --checksum -rvh html/ ~/singa-site/
+    cd ~/singa-site
     git commit -m "update xxxx"
     git push
 
diff --git a/content/en/_sources/docs/autograd.md.txt b/content/en/_sources/docs/autograd.md.txt
index f80f2cb..30cf28e 100644
--- a/content/en/_sources/docs/autograd.md.txt
+++ b/content/en/_sources/docs/autograd.md.txt
@@ -52,7 +52,7 @@
 
 ## Examples
 
-Multiple examples are provided in the [example folder](https://github.com/apache/incubator-singa/tree/master/examples/autograd). We explain two representative examples here.
+Multiple examples are provided in the [example folder](https://github.com/apache/singa/tree/master/examples/autograd). We explain two representative examples here.
 
 ### Operation only
 
@@ -106,7 +106,7 @@
 
 ### Operation + Layer
 
-The following [example](https://github.com/apache/incubator-singa/blob/master/examples/autograd/mnist_cnn.py) implements a CNN model using layers provided by the autograd module.
+The following [example](https://github.com/apache/singa/blob/master/examples/autograd/mnist_cnn.py) implements a CNN model using layers provided by the autograd module.
 
 #### Create the layers
 
diff --git a/content/en/_sources/docs/benchmark.md.txt b/content/en/_sources/docs/benchmark.md.txt
index 0cb793f..071eb73 100644
--- a/content/en/_sources/docs/benchmark.md.txt
+++ b/content/en/_sources/docs/benchmark.md.txt
@@ -21,7 +21,7 @@
 # Benchmark for Distributed training
 
 
-Workload: we use a deep convolutional neural network, [ResNet-50](https://github.com/apache/incubator-singa/blob/master/examples/autograd/resnet.py) as the application. ResNet-50 is has 50 convolution layers for image classification. It requires 3.8 GFLOPs to pass a single image (of size 224x224) through the network. The input image size is 224x224.
+Workload: we use a deep convolutional neural network, [ResNet-50](https://github.com/apache/singa/blob/master/examples/autograd/resnet.py) as the application. ResNet-50 is has 50 convolution layers for image classification. It requires 3.8 GFLOPs to pass a single image (of size 224x224) through the network. The input image size is 224x224.
 
 
 Hardware: we use p2.8xlarge instances from AWS, each of which has 8 Nvidia Tesla K80 GPUs, 96 GB GPU memory in total, 32 vCPU, 488 GB main memory, 10 Gbps network bandwidth. 
diff --git a/content/en/_sources/docs/docker.md.txt b/content/en/_sources/docs/docker.md.txt
index 287e52d..4cb43e1 100644
--- a/content/en/_sources/docs/docker.md.txt
+++ b/content/en/_sources/docs/docker.md.txt
@@ -38,7 +38,7 @@
     # or
     docker run -it apache/singa:devel-cuda /bin/bash
 
-The latest SINGA code is under the `incubator-singa` folder.
+The latest SINGA code is under the `singa` folder.
 
 ## Create new Docker images from Dockerfile
 
diff --git a/content/en/_sources/docs/install_macos1013.rst.txt b/content/en/_sources/docs/install_macos1013.rst.txt
index 9cc9ad1..22cdb66 100644
--- a/content/en/_sources/docs/install_macos1013.rst.txt
+++ b/content/en/_sources/docs/install_macos1013.rst.txt
@@ -81,9 +81,9 @@
 
 .. code-block:: bash
 
-	git clone https://github.com/apache/incubator-singa.git
+	git clone https://github.com/apache/singa.git
 
-	cd incubator-singa
+	cd singa
 	mkdir build
 	cd build
 
diff --git a/content/en/_sources/docs/installation.md.txt b/content/en/_sources/docs/installation.md.txt
index 780053c..982093b 100644
--- a/content/en/_sources/docs/installation.md.txt
+++ b/content/en/_sources/docs/installation.md.txt
@@ -80,7 +80,7 @@
     | `version`| SINGA version | 'nightly', '2.0.0', '1.2.0'| 
     | `cpu` | the image cannot run on GPUs |  'cpu' |
     | `gpu` | the image can run on Nvidia GPUs| 'gpu', or 'cudax.x-cudnnx.x' e.g., 'cuda10.0-cudnn7.3'|
-    | `devel`| indicator for development|if absent SINGA Python package is installed for runtime only; if present, the building environment is also created, you can recompile SINGA from source at '/root/incubator-singa'
+    | `devel`| indicator for development|if absent SINGA Python package is installed for runtime only; if present, the building environment is also created, you can recompile SINGA from source at '/root/singa'
 
 * Please note that using the nightly built images is not recommended excpet for SINGA development and testing. Using an official release is recommended. Official releases have version numbers such as '2.0.0' and '1.2.0'.
 
diff --git a/content/en/_sources/docs/notebook/README.md.txt b/content/en/_sources/docs/notebook/README.md.txt
index 5a561eb..c4f9778 100644
--- a/content/en/_sources/docs/notebook/README.md.txt
+++ b/content/en/_sources/docs/notebook/README.md.txt
@@ -18,4 +18,4 @@
 -->
 These are some examples in IPython notebooks.
 
-You can open them in [notebook viewer](http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb).
+You can open them in [notebook viewer](http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb).
diff --git a/content/en/_sources/index.rst.txt b/content/en/_sources/index.rst.txt
index dbf5df4..6a4032e 100644
--- a/content/en/_sources/index.rst.txt
+++ b/content/en/_sources/index.rst.txt
@@ -84,12 +84,12 @@
 
 * Try SINGA on `AWS <https://aws.amazon.com/marketplace/pp/B01NAUAWZW>`_ or via `Docker <https://hub.docker.com/r/apache/singa/>`_.
 
-* Refer to the `Jupyter notebooks <http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb>`_ for some basic examples and the `model zoo page <./docs/model_zoo/index.html>`_ for more examples.
+* Refer to the `Jupyter notebooks <http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb>`_ for some basic examples and the `model zoo page <./docs/model_zoo/index.html>`_ for more examples.
 
 .. |logo| image:: _static/jupyter.png
    :scale: 25%
    :align: middle
-   :target: http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb
+   :target: http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb
 
 +---------+
 | |logo|  |
@@ -158,8 +158,3 @@
 License
 ----------
 SINGA is released under `Apache License Version 2.0 <http://www.apache.org/licenses/LICENSE-2.0>`_.
-
-Disclaimers
------------
-
-Apache SINGA is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.
\ No newline at end of file
diff --git a/content/en/community/issue-tracking.html b/content/en/community/issue-tracking.html
index 6509748..a0c942c 100644
--- a/content/en/community/issue-tracking.html
+++ b/content/en/community/issue-tracking.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="The SINGA Team" href="team-list.html" />
     <link rel="prev" title="Project Mailing Lists" href="mail-lists.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -264,46 +266,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/community/mail-lists.html b/content/en/community/mail-lists.html
index 20b95ee..81f8778 100644
--- a/content/en/community/mail-lists.html
+++ b/content/en/community/mail-lists.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Issue Tracking" href="issue-tracking.html" />
     <link rel="prev" title="Source Repository" href="source-repository.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -280,46 +282,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/community/source-repository.html b/content/en/community/source-repository.html
index e693c1e..f5f8bfc 100644
--- a/content/en/community/source-repository.html
+++ b/content/en/community/source-repository.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Project Mailing Lists" href="mail-lists.html" />
     <link rel="prev" title="How to prepare a release" href="../develop/how-to-release.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -200,14 +202,14 @@
 <h2>Web Access<a class="headerlink" href="#web-access" title="Permalink to this headline">¶</a></h2>
 <p>The following is a link to the online source repository.</p>
 <ul class="simple">
-<li><a class="reference external" href="https://gitbox.apache.org/repos/asf?p=incubator-singa.git">https://gitbox.apache.org/repos/asf?p=incubator-singa.git</a></li>
+<li><a class="reference external" href="https://gitbox.apache.org/repos/asf?p=singa.git">https://gitbox.apache.org/repos/asf?p=singa.git</a></li>
 </ul>
 </div>
 <div class="section" id="contributors">
 <h2>Contributors<a class="headerlink" href="#contributors" title="Permalink to this headline">¶</a></h2>
 <p>Contributors are encouraged to rebase their commits onto the latest master before sending the pull requests to make the git history clean. The following git instructors should be executed after committing the current work:</p>
 <div class="highlight-bash"><div class="highlight"><pre><span></span>git checkout master
-git pull &lt;apache/incubator-singa upstream&gt; master:master
+git pull &lt;apache/singa upstream&gt; master:master
 git checkout &lt;new feature branch&gt;
 git rebase master
 </pre></div>
@@ -218,9 +220,9 @@
 <ul class="simple">
 <li>To connect your Apache account with your Github account, Please follow the instructions on: <a class="reference external" href="https://gitbox.apache.org/setup/">https://gitbox.apache.org/setup/</a>. After that you can directly merge PRs using GitHub’s UI.</li>
 </ul>
-<p>To merge pull request <a class="reference external" href="https://github.com/apache/incubator-singa/pull/xxx">https://github.com/apache/incubator-singa/pull/xxx</a>, the following instructions should be executed,</p>
-<div class="highlight-bash"><div class="highlight"><pre><span></span>git clone https://github.com/apache/incubator-singa.git
-git remote add asf https://gitbox.apache.org/repos/asf/incubator-singa.git
+<p>To merge pull request <a class="reference external" href="https://github.com/apache/singa/pull/xxx">https://github.com/apache/singa/pull/xxx</a>, the following instructions should be executed,</p>
+<div class="highlight-bash"><div class="highlight"><pre><span></span>git clone https://github.com/apache/singa.git
+git remote add asf https://gitbox.apache.org/repos/asf/singa.git
 <span class="c1"># optional</span>
 git pull asf master:master
 git fetch origin pull/xxx/head:prxxx
@@ -229,7 +231,7 @@
 </pre></div>
 </div>
 <ul class="simple">
-<li>To migrate from git-wip-us.apache.org to Gitbox: If you already cloned the SINGA repository from the old repo <a class="reference external" href="https://git-wip-us.apache.org/repos/asf/incubator-singa.git">https://git-wip-us.apache.org/repos/asf/incubator-singa.git</a>, you can update the master by:</li>
+<li>To migrate from git-wip-us.apache.org to Gitbox: If you already cloned the SINGA repository from the old repo <a class="reference external" href="https://git-wip-us.apache.org/repos/asf/singa.git">https://git-wip-us.apache.org/repos/asf/singa.git</a>, you can update the master by:</li>
 </ul>
 <div class="highlight-bash"><div class="highlight"><pre><span></span>git remote set-url origin git@github.com/apache/singa.git
 </pre></div>
@@ -286,46 +288,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/community/team-list.html b/content/en/community/team-list.html
index 4ba4ee5..65a4cd3 100644
--- a/content/en/community/team-list.html
+++ b/content/en/community/team-list.html
@@ -46,17 +46,19 @@
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="prev" title="Issue Tracking" href="issue-tracking.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -413,46 +415,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/develop/build.html b/content/en/develop/build.html
index 0fd43fa..3bd1ea4 100644
--- a/content/en/develop/build.html
+++ b/content/en/develop/build.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -206,9 +208,9 @@
 --><div class="section" id="build-singa-from-source">
 <h1>Build SINGA from Source<a class="headerlink" href="#build-singa-from-source" title="Permalink to this headline">¶</a></h1>
 <p>The source files could be downloaded either as a
-<a class="reference external" href="https://dist.apache.org/repos/dist/dev/incubator/singa/">tar.gz file</a>, or as a git repo</p>
-<div class="highlight-default"><div class="highlight"><pre><span></span>$ git clone https://github.com/apache/incubator-singa.git
-$ cd incubator-singa/
+<a class="reference external" href="https://dist.apache.org/repos/dist/dev/singa/">tar.gz file</a>, or as a git repo</p>
+<div class="highlight-default"><div class="highlight"><pre><span></span>$ git clone https://github.com/apache/singa.git
+$ cd singa/
 </pre></div>
 </div>
 <p>If you want to contribute code to SINGA, refer to <a class="reference external" href="#">this page</a> for the steps and requirements.</p>
@@ -227,7 +229,7 @@
 </pre></div>
 </div>
 <p>The above commands have been tested on Ubuntu (14.04, 16.04 and 18.04) and macOS 10.11.
-Refer to the <a class="reference external" href="https://travis-ci.org/apache/incubator-singa">Travis-CI page</a> for more information.</p>
+Refer to the <a class="reference external" href="https://travis-ci.org/apache/singa">Travis-CI page</a> for more information.</p>
 </div>
 <div class="section" id="build-gpu-version">
 <h3>Build GPU Version<a class="headerlink" href="#build-gpu-version" title="Permalink to this headline">¶</a></h3>
@@ -281,10 +283,10 @@
 </div>
 <div class="section" id="use-native-tools-to-build-singa-on-ubuntu">
 <h2>Use native tools to build SINGA on Ubuntu<a class="headerlink" href="#use-native-tools-to-build-singa-on-ubuntu" title="Permalink to this headline">¶</a></h2>
-<p>Refer to SINGA <a class="reference external" href="https://github.com/apache/incubator-singa/blob/master/tool/docker/devel/ubuntu/cuda9/Dockerfile#L30">Dockerfiles</a>
+<p>Refer to SINGA <a class="reference external" href="https://github.com/apache/singa/blob/master/tool/docker/devel/ubuntu/cuda9/Dockerfile#L30">Dockerfiles</a>
 for the instructions of installing the dependent libraries on Ubuntu 16.04. You can also create a Docker container using the <a class="reference external" href="#">devel images</a> and build SINGA inside the container.
 To build SINGA with GPU, MKLDNN, Python and unit tests, run the following instructions</p>
-<div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">mkdir</span> <span class="n">build</span>    <span class="c1"># at the root of incubator-singa folder</span>
+<div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">mkdir</span> <span class="n">build</span>    <span class="c1"># at the root of singa folder</span>
 <span class="n">cd</span> <span class="n">build</span>
 <span class="n">cmake</span> <span class="o">-</span><span class="n">DENABLE_TEST</span><span class="o">=</span><span class="n">ON</span> <span class="o">-</span><span class="n">DUSE_CUDA</span><span class="o">=</span><span class="n">ON</span> <span class="o">-</span><span class="n">DUSE_MKLDNN</span><span class="o">=</span><span class="n">ON</span> <span class="o">-</span><span class="n">DUSE_PYTHON3</span><span class="o">=</span><span class="n">ON</span> <span class="o">..</span>
 <span class="n">make</span>
@@ -637,46 +639,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/develop/contribute-code.html b/content/en/develop/contribute-code.html
index 9924c1d..89b9dea 100644
--- a/content/en/develop/contribute-code.html
+++ b/content/en/develop/contribute-code.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="How to Contribute to Documentation" href="contribute-docs.html" />
     <link rel="prev" title="Security" href="../security.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -251,11 +253,11 @@
 <div class="section" id="git-workflow">
 <h2>Git Workflow<a class="headerlink" href="#git-workflow" title="Permalink to this headline">¶</a></h2>
 <ol>
-<li><p class="first">Fork the <a class="reference external" href="https://github.com/apache/incubator-singa">SINGA Github repository</a> to your own Github account.</p>
+<li><p class="first">Fork the <a class="reference external" href="https://github.com/apache/singa">SINGA Github repository</a> to your own Github account.</p>
 </li>
 <li><p class="first">Clone the <strong>repo</strong> (short for repository) from your Github</p>
-<div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">git</span> <span class="n">clone</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">github</span><span class="o">.</span><span class="n">com</span><span class="o">/&lt;</span><span class="n">Github</span> <span class="n">account</span><span class="o">&gt;/</span><span class="n">incubator</span><span class="o">-</span><span class="n">singa</span><span class="o">.</span><span class="n">git</span>
-<span class="n">git</span> <span class="n">remote</span> <span class="n">add</span> <span class="n">apache</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">github</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="n">apache</span><span class="o">/</span><span class="n">incubator</span><span class="o">-</span><span class="n">singa</span><span class="o">.</span><span class="n">git</span>
+<div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">git</span> <span class="n">clone</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">github</span><span class="o">.</span><span class="n">com</span><span class="o">/&lt;</span><span class="n">Github</span> <span class="n">account</span><span class="o">&gt;/</span><span class="n">singa</span><span class="o">.</span><span class="n">git</span>
+<span class="n">git</span> <span class="n">remote</span> <span class="n">add</span> <span class="n">apache</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">github</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="n">apache</span><span class="o">/</span><span class="n">singa</span><span class="o">.</span><span class="n">git</span>
 </pre></div>
 </div>
 </li>
@@ -286,7 +288,7 @@
 </pre></div>
 </div>
 </li>
-<li><p class="first">Open a pull request (PR) against the master branch of apache/incubator-singa on Github website. The PR title should be the JIRA ticket title. If you want to inform other contributors who worked on the same files, you can find the file(s) on Github and click &#8220;Blame&#8220; to see a line-by-line annotation of who changed the code last.  Then, you can add &#64;username in the PR description to ping them immediately. Please state that the contribution is your original work and that you license the work to the project under the project&#8216;s open source license. Further commits (e.g., bug fix) to your new branch will be added to this pull request automatically by Github.</p>
+<li><p class="first">Open a pull request (PR) against the master branch of apache/singa on Github website. The PR title should be the JIRA ticket title. If you want to inform other contributors who worked on the same files, you can find the file(s) on Github and click &#8220;Blame&#8220; to see a line-by-line annotation of who changed the code last.  Then, you can add &#64;username in the PR description to ping them immediately. Please state that the contribution is your original work and that you license the work to the project under the project&#8216;s open source license. Further commits (e.g., bug fix) to your new branch will be added to this pull request automatically by Github.</p>
 </li>
 <li><p class="first">Wait for committers to review the PR. If no conflicts and errors, the committers will merge it with the master branch. The merge should <strong>a) not use rebase b) disable fast forward merge c) check the commit message format and test the code/feature</strong>. During this time, the master of SINGA may have been updated by others, and then you need to <a class="reference external" href="https://docs.fast.ai/dev/git.html#how-to-keep-your-feature-branch-up-to-date">merge the latest master</a> to resolve conflicts. Some people <a class="reference external" href="https://github.com/edx/edx-platform/wiki/How-to-Rebase-a-Pull-Request">rebase the PR onto the latest master</a> instead of merging. However, if other developers fetch this PR to add new features and then send PR, the rebase operation would introduce <strong>duplicate commits</strong> (with different hash) in the future PR. See <a class="reference external" href="https://www.atlassian.com/git/tutorials/merging-vs-rebasing">The Golden Rule of Rebasing</a> for the details of when to avoid using rebase. Another simple solution to update the PR (to fix conflicts or commit errors) is to checkout a new branch from the latest master branch of Apache SINGAS repo; copy and paste the updated/added code; commit and send a new PR.</p>
 </li>
@@ -352,46 +354,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/develop/contribute-docs.html b/content/en/develop/contribute-docs.html
index 02be357..21127e1 100644
--- a/content/en/develop/contribute-docs.html
+++ b/content/en/develop/contribute-docs.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="How to prepare a release" href="how-to-release.html" />
     <link rel="prev" title="How to Contribute Code" href="contribute-code.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -220,8 +222,8 @@
 <h1>How to Contribute to Documentation<a class="headerlink" href="#how-to-contribute-to-documentation" title="Permalink to this headline">¶</a></h1>
 <div class="section" id="website">
 <h2>Website<a class="headerlink" href="#website" title="Permalink to this headline">¶</a></h2>
-<p>This document gives step-by-step instructions for deploying <a class="reference external" href="http://singa.incubator.apache.org">SINGA website</a>.</p>
-<p>SINGA website is built by <a class="reference external" href="http://www.sphinx-doc.org">Sphinx</a> from a source tree stored in the <a class="reference external" href="https://github.com/apache/incubator-singa/tree/master/doc">git repo</a>.</p>
+<p>This document gives step-by-step instructions for deploying <a class="reference external" href="http://singa.apache.org">SINGA website</a>.</p>
+<p>SINGA website is built by <a class="reference external" href="http://www.sphinx-doc.org">Sphinx</a> from a source tree stored in the <a class="reference external" href="https://github.com/apache/singa/tree/master/doc">git repo</a>.</p>
 <p>To install Sphinx:</p>
 <div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">pip</span> <span class="n">install</span> <span class="o">-</span><span class="n">U</span> <span class="n">Sphinx</span><span class="o">==</span><span class="mf">1.5</span><span class="o">.</span><span class="mi">6</span>
 </pre></div>
@@ -238,10 +240,10 @@
 <div class="highlight-default"><div class="highlight"><pre><span></span><span class="o">./</span><span class="n">build</span><span class="o">.</span><span class="n">sh</span> <span class="n">html</span>
 </pre></div>
 </div>
-<p>Committers can update the <a class="reference external" href="http://singa.apache.org/en/index.html">SINGA website</a> by copying the updated files to the <a class="reference external" href="https://github.com/apache/incubator-singa-site">website repo</a> (suppose the site repo is ~/incubator-singa-sit)</p>
+<p>Committers can update the <a class="reference external" href="http://singa.apache.org/en/index.html">SINGA website</a> by copying the updated files to the <a class="reference external" href="https://github.com/apache/singa-site">website repo</a> (suppose the site repo is ~/singa-sit)</p>
 <div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">cd</span> <span class="n">_build</span>
-<span class="n">rsync</span> <span class="o">--</span><span class="n">checksum</span> <span class="o">-</span><span class="n">rvh</span> <span class="n">html</span><span class="o">/</span> <span class="o">~/</span><span class="n">incubator</span><span class="o">-</span><span class="n">singa</span><span class="o">-</span><span class="n">site</span><span class="o">/</span>
-<span class="n">cd</span> <span class="o">~/</span><span class="n">incubator</span><span class="o">-</span><span class="n">singa</span><span class="o">-</span><span class="n">site</span>
+<span class="n">rsync</span> <span class="o">--</span><span class="n">checksum</span> <span class="o">-</span><span class="n">rvh</span> <span class="n">html</span><span class="o">/</span> <span class="o">~/</span><span class="n">singa</span><span class="o">-</span><span class="n">site</span><span class="o">/</span>
+<span class="n">cd</span> <span class="o">~/</span><span class="n">singa</span><span class="o">-</span><span class="n">site</span>
 <span class="n">git</span> <span class="n">commit</span> <span class="o">-</span><span class="n">m</span> <span class="s2">&quot;update xxxx&quot;</span>
 <span class="n">git</span> <span class="n">push</span>
 </pre></div>
@@ -357,46 +359,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/develop/how-contribute.html b/content/en/develop/how-contribute.html
index c261c34..901406e 100644
--- a/content/en/develop/how-contribute.html
+++ b/content/en/develop/how-contribute.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -253,46 +255,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/develop/how-to-release.html b/content/en/develop/how-to-release.html
index 12f19eb..42ef589 100644
--- a/content/en/develop/how-to-release.html
+++ b/content/en/develop/how-to-release.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Source Repository" href="../community/source-repository.html" />
     <link rel="prev" title="How to Contribute to Documentation" href="contribute-docs.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -438,46 +440,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/develop/schedule.html b/content/en/develop/schedule.html
index 34b8360..39a403b 100644
--- a/content/en/develop/schedule.html
+++ b/content/en/develop/schedule.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -409,46 +411,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/autograd.html b/content/en/docs/autograd.html
index a2f51ce..8c3ab4a 100644
--- a/content/en/docs/autograd.html
+++ b/content/en/docs/autograd.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="ONNX" href="onnx.html" />
     <link rel="prev" title="Tensor" href="tensor.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -261,7 +263,7 @@
 </div>
 <div class="section" id="examples">
 <h2>Examples<a class="headerlink" href="#examples" title="Permalink to this headline">¶</a></h2>
-<p>Multiple examples are provided in the <a class="reference external" href="https://github.com/apache/incubator-singa/tree/master/examples/autograd">example folder</a>. We explain two representative examples here.</p>
+<p>Multiple examples are provided in the <a class="reference external" href="https://github.com/apache/singa/tree/master/examples/autograd">example folder</a>. We explain two representative examples here.</p>
 <div class="section" id="operation-only">
 <h3>Operation only<a class="headerlink" href="#operation-only" title="Permalink to this headline">¶</a></h3>
 <p>The following codes implement a MLP model using only Operation instances (no Layer instances).</p>
@@ -313,7 +315,7 @@
 </div>
 <div class="section" id="operation-layer">
 <h3>Operation + Layer<a class="headerlink" href="#operation-layer" title="Permalink to this headline">¶</a></h3>
-<p>The following <a class="reference external" href="https://github.com/apache/incubator-singa/blob/master/examples/autograd/mnist_cnn.py">example</a> implements a CNN model using layers provided by the autograd module.</p>
+<p>The following <a class="reference external" href="https://github.com/apache/singa/blob/master/examples/autograd/mnist_cnn.py">example</a> implements a CNN model using layers provided by the autograd module.</p>
 <div class="section" id="create-the-layers">
 <h4>Create the layers<a class="headerlink" href="#create-the-layers" title="Permalink to this headline">¶</a></h4>
 <div class="highlight-default"><div class="highlight"><pre><span></span><span class="n">conv1</span> <span class="o">=</span> <span class="n">autograd</span><span class="o">.</span><span class="n">Conv2d</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">32</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="n">padding</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">bias</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
@@ -423,46 +425,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/benchmark.html b/content/en/docs/benchmark.html
index abf9162..6396e9f 100644
--- a/content/en/docs/benchmark.html
+++ b/content/en/docs/benchmark.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Model Zoo" href="model_zoo/index.html" />
     <link rel="prev" title="ONNX" href="onnx.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -219,7 +221,7 @@
     under the License.
 --><div class="section" id="benchmark-for-distributed-training">
 <h1>Benchmark for Distributed training<a class="headerlink" href="#benchmark-for-distributed-training" title="Permalink to this headline">¶</a></h1>
-<p>Workload: we use a deep convolutional neural network, <a class="reference external" href="https://github.com/apache/incubator-singa/blob/master/examples/autograd/resnet.py">ResNet-50</a> as the application. ResNet-50 is has 50 convolution layers for image classification. It requires 3.8 GFLOPs to pass a single image (of size 224x224) through the network. The input image size is 224x224.</p>
+<p>Workload: we use a deep convolutional neural network, <a class="reference external" href="https://github.com/apache/singa/blob/master/examples/autograd/resnet.py">ResNet-50</a> as the application. ResNet-50 is has 50 convolution layers for image classification. It requires 3.8 GFLOPs to pass a single image (of size 224x224) through the network. The input image size is 224x224.</p>
 <p>Hardware: we use p2.8xlarge instances from AWS, each of which has 8 Nvidia Tesla K80 GPUs, 96 GB GPU memory in total, 32 vCPU, 488 GB main memory, 10 Gbps network bandwidth.</p>
 <p>Metric: we measure the time per iteration for different number of workers to evaluate the scalability of SINGA. The batch size is fixed to be 32 per GPU. Synchronous training scheme is applied. As a result, the effective batch size is $32N$, where N is the number of GPUs. We compare with a popular open source system which uses the parameter server topology. The first GPU is selected as the server.</p>
 <img src="../_static/images/benchmark.png" align="center" width="500px"/>
@@ -275,46 +277,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/cnn.html b/content/en/docs/cnn.html
index 896fbc8..65781e4 100644
--- a/content/en/docs/cnn.html
+++ b/content/en/docs/cnn.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -387,46 +389,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/converter.html b/content/en/docs/converter.html
index cf31020..d13809b 100644
--- a/content/en/docs/converter.html
+++ b/content/en/docs/converter.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/data.html b/content/en/docs/data.html
index bc87ad8..f437185 100644
--- a/content/en/docs/data.html
+++ b/content/en/docs/data.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/dependencies.html b/content/en/docs/dependencies.html
index ab49d64..35aef50 100644
--- a/content/en/docs/dependencies.html
+++ b/content/en/docs/dependencies.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -321,46 +323,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/device.html b/content/en/docs/device.html
index b608229..26a3e6a 100644
--- a/content/en/docs/device.html
+++ b/content/en/docs/device.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Tensor" href="tensor.html" />
     <link rel="prev" title="Software Stack" href="software_stack.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -285,46 +287,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/docker.html b/content/en/docs/docker.html
index 5447d96..cd73a8e 100644
--- a/content/en/docs/docker.html
+++ b/content/en/docs/docker.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -226,7 +228,7 @@
 <span class="n">docker</span> <span class="n">run</span> <span class="o">-</span><span class="n">it</span> <span class="n">apache</span><span class="o">/</span><span class="n">singa</span><span class="p">:</span><span class="n">devel</span><span class="o">-</span><span class="n">cuda</span> <span class="o">/</span><span class="nb">bin</span><span class="o">/</span><span class="n">bash</span>
 </pre></div>
 </div>
-<p>The latest SINGA code is under the <code class="docutils literal"><span class="pre">incubator-singa</span></code> folder.</p>
+<p>The latest SINGA code is under the <code class="docutils literal"><span class="pre">singa</span></code> folder.</p>
 </div>
 <div class="section" id="create-new-docker-images-from-dockerfile">
 <h2>Create new Docker images from Dockerfile<a class="headerlink" href="#create-new-docker-images-from-dockerfile" title="Permalink to this headline">¶</a></h2>
@@ -297,46 +299,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/image_tool.html b/content/en/docs/image_tool.html
index c6cc4bd..e8d9f64 100644
--- a/content/en/docs/image_tool.html
+++ b/content/en/docs/image_tool.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/index.html b/content/en/docs/index.html
index f39726d..7116bc6 100644
--- a/content/en/docs/index.html
+++ b/content/en/docs/index.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Installation" href="installation.html" />
     <link rel="prev" title="Welcome to Apache SINGA" href="../index.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -362,46 +364,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/initializer.html b/content/en/docs/initializer.html
index 06637ff..2d2e4a7 100644
--- a/content/en/docs/initializer.html
+++ b/content/en/docs/initializer.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -236,46 +238,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/install_macos1013.html b/content/en/docs/install_macos1013.html
index 9f3593c..35ee1ae 100644
--- a/content/en/docs/install_macos1013.html
+++ b/content/en/docs/install_macos1013.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -240,9 +242,9 @@
 <ul class="simple">
 <li>Get the source code and build it:</li>
 </ul>
-<div class="highlight-bash"><div class="highlight"><pre><span></span>git clone https://github.com/apache/incubator-singa.git
+<div class="highlight-bash"><div class="highlight"><pre><span></span>git clone https://github.com/apache/singa.git
 
-<span class="nb">cd</span> incubator-singa
+<span class="nb">cd</span> singa
 mkdir build
 <span class="nb">cd</span> build
 
@@ -350,46 +352,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/install_win.html b/content/en/docs/install_win.html
index 5932440..2d75d5c 100644
--- a/content/en/docs/install_win.html
+++ b/content/en/docs/install_win.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -719,46 +721,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/installation.html b/content/en/docs/installation.html
index 3466ba7..2d3e458 100644
--- a/content/en/docs/installation.html
+++ b/content/en/docs/installation.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Software Stack" href="software_stack.html" />
     <link rel="prev" title="Documentation" href="index.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -289,7 +291,7 @@
 | <code class="docutils literal"><span class="pre">version</span></code>| SINGA version | &#8216;nightly&#8216;, &#8216;2.0.0&#8216;, &#8216;1.2.0&#8216;|
 | <code class="docutils literal"><span class="pre">cpu</span></code> | the image cannot run on GPUs |  &#8216;cpu&#8216; |
 | <code class="docutils literal"><span class="pre">gpu</span></code> | the image can run on Nvidia GPUs| &#8216;gpu&#8216;, or &#8216;cudax.x-cudnnx.x&#8216; e.g., &#8216;cuda10.0-cudnn7.3&#8216;|
-| <code class="docutils literal"><span class="pre">devel</span></code>| indicator for development|if absent SINGA Python package is installed for runtime only; if present, the building environment is also created, you can recompile SINGA from source at &#8216;/root/incubator-singa&#8216;</p>
+| <code class="docutils literal"><span class="pre">devel</span></code>| indicator for development|if absent SINGA Python package is installed for runtime only; if present, the building environment is also created, you can recompile SINGA from source at &#8216;/root/singa&#8216;</p>
 </li>
 </ol>
 <ul class="simple">
@@ -381,46 +383,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/layer.html b/content/en/docs/layer.html
index f334c94..275e177 100644
--- a/content/en/docs/layer.html
+++ b/content/en/docs/layer.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -236,46 +238,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/loss.html b/content/en/docs/loss.html
index 2c0a456..a110ac0 100644
--- a/content/en/docs/loss.html
+++ b/content/en/docs/loss.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
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+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
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- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
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+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/metric.html b/content/en/docs/metric.html
index 6921fd6..bfa3234 100644
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+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
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+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
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-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
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-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
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+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
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+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/caffe/README.html b/content/en/docs/model_zoo/caffe/README.html
index 3a123cf..86e65f0 100644
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-    <link href="../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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+<link href="../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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@@ -282,46 +284,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
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-          <dd><a href="../../.././index.html">English</a></dd>
-          <dd><a href="../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../.././index.html">English</a></dd>
+            <dd><a href="../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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-  <a href="http://incubator.apache.org/"> <img src= "../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
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-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
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+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
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- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/char-rnn/README.html b/content/en/docs/model_zoo/char-rnn/README.html
index 5d0624a..c7f26cf 100644
--- a/content/en/docs/model_zoo/char-rnn/README.html
+++ b/content/en/docs/model_zoo/char-rnn/README.html
@@ -47,17 +47,19 @@
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     <link rel="next" title="Train a RBM model against MNIST dataset" href="../mnist/README.html" />
     <link rel="prev" title="Train CNN over Cifar-10" href="../cifar10/README.html" />
-    <link href="../../../_static/style.css" rel="stylesheet" type="text/css">
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+<link href="../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
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+    .fab:hover {
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 </head>
 
@@ -319,46 +321,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../.././index.html">English</a></dd>
-          <dd><a href="../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../.././index.html">English</a></dd>
+            <dd><a href="../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/cifar10/README.html b/content/en/docs/model_zoo/cifar10/README.html
index ac800d6..7761da7 100644
--- a/content/en/docs/model_zoo/cifar10/README.html
+++ b/content/en/docs/model_zoo/cifar10/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Train Char-RNN over plain text" href="../char-rnn/README.html" />
     <link rel="prev" title="Model Zoo" href="../index.html" />
-    <link href="../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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+<link href="../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
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 </head>
 
@@ -364,46 +366,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
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-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../.././index.html">English</a></dd>
-          <dd><a href="../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../.././index.html">English</a></dd>
+            <dd><a href="../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/examples/caffe/README.html b/content/en/docs/model_zoo/examples/caffe/README.html
index 4e853e3..bf816c6 100644
--- a/content/en/docs/model_zoo/examples/caffe/README.html
+++ b/content/en/docs/model_zoo/examples/caffe/README.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../../../../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../../../../genindex.html" />
     <link rel="search" title="Search" href="../../../../search.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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-    <style>
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-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
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+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -282,46 +284,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
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- <a href="https://github.com/apache/incubator-singa">
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+    <a href="http://www.apache.org/foundation/thanks.html"
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+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
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+    <a href="https://github.com/apache/singa" class="fa fa-github"
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+        <span class="fa fa-book"> singa </span>
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+            <dd><a href="../../../../.././zh/index.html">中文</a></dd>
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+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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-  <a href="http://incubator.apache.org/"> <img src= "../../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
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-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
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+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/examples/imagenet/densenet/README.html b/content/en/docs/model_zoo/examples/imagenet/densenet/README.html
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+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../../.././index.html">English</a></dd>
+            <dd><a href="../../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
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-    <link href="../../../../../_static/style.css" rel="stylesheet" type="text/css">
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+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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@@ -306,46 +308,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../../.././index.html">English</a></dd>
-          <dd><a href="../../../../.././zh/index.html">中文</a></dd>
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-          <dt>Versions</dt>
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../../.././index.html">English</a></dd>
+            <dd><a href="../../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
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+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/examples/imagenet/inception/README.html b/content/en/docs/model_zoo/examples/imagenet/inception/README.html
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+        <span class="fa fa-book"> singa </span>
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+        <span class="fa fa-caret-down"></span>
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+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../../.././index.html">English</a></dd>
+            <dd><a href="../../../../.././zh/index.html">中文</a></dd>
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+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
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-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
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-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
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+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
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+        <span class="fa fa-book"> singa </span>
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+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../../.././index.html">English</a></dd>
+            <dd><a href="../../../../.././zh/index.html">中文</a></dd>
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+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
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+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
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+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
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+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
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 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
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-    <span class="fa fa-book"> singa </span>
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../../.././index.html">English</a></dd>
+            <dd><a href="../../../../.././zh/index.html">中文</a></dd>
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+        <dl>
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+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
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-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
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+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
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+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
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- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
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-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/examples/index.html b/content/en/docs/model_zoo/examples/index.html
index b22f2ee..fe5c31f 100644
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+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../.././index.html">English</a></dd>
+            <dd><a href="../../.././zh/index.html">中文</a></dd>
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+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
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+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/examples/mnist/README.html b/content/en/docs/model_zoo/examples/mnist/README.html
index 33870f2..b1711ed 100644
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-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
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+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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 </head>
 
@@ -267,46 +269,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
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+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/imagenet/alexnet/README.html b/content/en/docs/model_zoo/imagenet/alexnet/README.html
index edb1053..c1fba56 100644
--- a/content/en/docs/model_zoo/imagenet/alexnet/README.html
+++ b/content/en/docs/model_zoo/imagenet/alexnet/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="Image Classification using DenseNet" href="../densenet/README.html" />
     <link rel="prev" title="Train a RBM model against MNIST dataset" href="../../mnist/README.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -359,46 +361,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/imagenet/densenet/README.html b/content/en/docs/model_zoo/imagenet/densenet/README.html
index 79afad9..c859602 100644
--- a/content/en/docs/model_zoo/imagenet/densenet/README.html
+++ b/content/en/docs/model_zoo/imagenet/densenet/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="Image Classification using GoogleNet" href="../googlenet/README.html" />
     <link rel="prev" title="Train AlexNet over ImageNet" href="../alexnet/README.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
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-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
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 </head>
 
@@ -332,46 +334,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/imagenet/googlenet/README.html b/content/en/docs/model_zoo/imagenet/googlenet/README.html
index bfe3aed..3e29c40 100644
--- a/content/en/docs/model_zoo/imagenet/googlenet/README.html
+++ b/content/en/docs/model_zoo/imagenet/googlenet/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="Image Classification using Inception V4" href="../inception/README.html" />
     <link rel="prev" title="Image Classification using DenseNet" href="../densenet/README.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -346,46 +348,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/imagenet/inception/README.html b/content/en/docs/model_zoo/imagenet/inception/README.html
index 99e8bb8..38921dd 100644
--- a/content/en/docs/model_zoo/imagenet/inception/README.html
+++ b/content/en/docs/model_zoo/imagenet/inception/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="Image Classification using Residual Networks" href="../resnet/README.html" />
     <link rel="prev" title="Image Classification using GoogleNet" href="../googlenet/README.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
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-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
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 </head>
 
@@ -325,46 +327,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/imagenet/resnet/README.html b/content/en/docs/model_zoo/imagenet/resnet/README.html
index 85c2a2e..555efec 100644
--- a/content/en/docs/model_zoo/imagenet/resnet/README.html
+++ b/content/en/docs/model_zoo/imagenet/resnet/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="Image Classification using VGG" href="../vgg/README.html" />
     <link rel="prev" title="Image Classification using Inception V4" href="../inception/README.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -337,46 +339,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/imagenet/vgg/README.html b/content/en/docs/model_zoo/imagenet/vgg/README.html
index 19cb366..b2770f9 100644
--- a/content/en/docs/model_zoo/imagenet/vgg/README.html
+++ b/content/en/docs/model_zoo/imagenet/vgg/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="Download SINGA" href="../../../../downloads.html" />
     <link rel="prev" title="Image Classification using Residual Networks" href="../resnet/README.html" />
-    <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -335,46 +337,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../../.././index.html">English</a></dd>
-          <dd><a href="../../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../../.././index.html">English</a></dd>
+            <dd><a href="../../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/index.html b/content/en/docs/model_zoo/index.html
index f774297..8831754 100644
--- a/content/en/docs/model_zoo/index.html
+++ b/content/en/docs/model_zoo/index.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="Train CNN over Cifar-10" href="cifar10/README.html" />
     <link rel="prev" title="Benchmark for Distributed training" href="../benchmark.html" />
-    <link href="../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
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+<link href="../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -321,46 +323,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../.././index.html">English</a></dd>
-          <dd><a href="../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../.././index.html">English</a></dd>
+            <dd><a href="../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/model_zoo/mnist/README.html b/content/en/docs/model_zoo/mnist/README.html
index 37cb893..7a7dd81 100644
--- a/content/en/docs/model_zoo/mnist/README.html
+++ b/content/en/docs/model_zoo/mnist/README.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="Train AlexNet over ImageNet" href="../imagenet/alexnet/README.html" />
     <link rel="prev" title="Train Char-RNN over plain text" href="../char-rnn/README.html" />
-    <link href="../../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -306,46 +308,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../../.././index.html">English</a></dd>
-          <dd><a href="../../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../../.././index.html">English</a></dd>
+            <dd><a href="../../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/net.html b/content/en/docs/net.html
index 4c460ba..a384e81 100644
--- a/content/en/docs/net.html
+++ b/content/en/docs/net.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/neural-net.html b/content/en/docs/neural-net.html
index 8910bb3..537cb2c 100644
--- a/content/en/docs/neural-net.html
+++ b/content/en/docs/neural-net.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -562,46 +564,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/notebook/README.html b/content/en/docs/notebook/README.html
index 33bf3f4..5b6ce53 100644
--- a/content/en/docs/notebook/README.html
+++ b/content/en/docs/notebook/README.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link href="../../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -204,7 +206,7 @@
     specific language governing permissions and limitations
     under the License.
 --><p>These are some examples in IPython notebooks.</p>
-<p>You can open them in <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb">notebook viewer</a>.</p>
+<p>You can open them in <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb">notebook viewer</a>.</p>
 
 
            </div>
@@ -246,46 +248,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="../.././index.html">English</a></dd>
-          <dd><a href="../.././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="../.././index.html">English</a></dd>
+            <dd><a href="../.././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/onnx.html b/content/en/docs/onnx.html
index 46b0569..c312d4b 100644
--- a/content/en/docs/onnx.html
+++ b/content/en/docs/onnx.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Benchmark for Distributed training" href="benchmark.html" />
     <link rel="prev" title="Autograd in Singa" href="autograd.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -255,46 +257,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/optimizer.html b/content/en/docs/optimizer.html
index 66cddad..8b75a4d 100644
--- a/content/en/docs/optimizer.html
+++ b/content/en/docs/optimizer.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/snapshot.html b/content/en/docs/snapshot.html
index c06d6e6..06566c5 100644
--- a/content/en/docs/snapshot.html
+++ b/content/en/docs/snapshot.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/software_stack.html b/content/en/docs/software_stack.html
index d0a9203..9809b8e 100644
--- a/content/en/docs/software_stack.html
+++ b/content/en/docs/software_stack.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Device" href="device.html" />
     <link rel="prev" title="Installation" href="installation.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -360,46 +362,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/tensor.html b/content/en/docs/tensor.html
index d6aa60b..9e9ea02 100644
--- a/content/en/docs/tensor.html
+++ b/content/en/docs/tensor.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Autograd in Singa" href="autograd.html" />
     <link rel="prev" title="Device" href="device.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -279,46 +281,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/docs/utils.html b/content/en/docs/utils.html
index f000459..e4973e9 100644
--- a/content/en/docs/utils.html
+++ b/content/en/docs/utils.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -230,46 +232,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/downloads.html b/content/en/downloads.html
index 916a18b..85b5ec1 100644
--- a/content/en/downloads.html
+++ b/content/en/downloads.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Security" href="security.html" />
     <link rel="prev" title="Image Classification using VGG" href="docs/model_zoo/imagenet/vgg/README.html" />
-    <link href="_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -422,46 +424,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="./index.html">English</a></dd>
-          <dd><a href="./zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="./index.html">English</a></dd>
+            <dd><a href="./zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/genindex.html b/content/en/genindex.html
index 8212f19..a6a497c 100644
--- a/content/en/genindex.html
+++ b/content/en/genindex.html
@@ -46,17 +46,19 @@
   <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="#" />
     <link rel="search" title="Search" href="search.html" />
-    <link href="_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -234,46 +236,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="./index.html">English</a></dd>
-          <dd><a href="./zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="./index.html">English</a></dd>
+            <dd><a href="./zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/index.html b/content/en/index.html
index 2b80fad..fd2a620 100644
--- a/content/en/index.html
+++ b/content/en/index.html
@@ -46,17 +46,19 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Documentation" href="docs/index.html" />
-    <link href="_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -229,14 +231,14 @@
 <ul class="simple">
 <li><a class="reference external" href="docs/installation.html">Install SINGA</a> via conda, apt-get, or from source.</li>
 <li>Try SINGA on <a class="reference external" href="https://aws.amazon.com/marketplace/pp/B01NAUAWZW">AWS</a> or via <a class="reference external" href="https://hub.docker.com/r/apache/singa/">Docker</a>.</li>
-<li>Refer to the <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb">Jupyter notebooks</a> for some basic examples and the <a class="reference external" href="./docs/model_zoo/index.html">model zoo page</a> for more examples.</li>
+<li>Refer to the <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb">Jupyter notebooks</a> for some basic examples and the <a class="reference external" href="./docs/model_zoo/index.html">model zoo page</a> for more examples.</li>
 </ul>
 <table border="1" class="docutils">
 <colgroup>
 <col width="100%" />
 </colgroup>
 <tbody valign="top">
-<tr class="row-odd"><td><a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb"><img alt="logo" class="align-middle" src="_static/jupyter.png" /></a></td>
+<tr class="row-odd"><td><a class="reference external" href="http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb"><img alt="logo" class="align-middle" src="_static/jupyter.png" /></a></td>
 </tr>
 </tbody>
 </table>
@@ -282,10 +284,6 @@
 <h2>License<a class="headerlink" href="#license" title="Permalink to this headline">¶</a></h2>
 <p>SINGA is released under <a class="reference external" href="http://www.apache.org/licenses/LICENSE-2.0">Apache License Version 2.0</a>.</p>
 </div>
-<div class="section" id="disclaimers">
-<h2>Disclaimers<a class="headerlink" href="#disclaimers" title="Permalink to this headline">¶</a></h2>
-<p>Apache SINGA is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.</p>
-</div>
 </div>
 
 
@@ -335,46 +333,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="./index.html">English</a></dd>
-          <dd><a href="./zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="./index.html">English</a></dd>
+            <dd><a href="./zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/objects.inv b/content/en/objects.inv
index d5c3727..0452197 100644
--- a/content/en/objects.inv
+++ b/content/en/objects.inv
Binary files differ
diff --git a/content/en/releases/RELEASE_NOTES_0.1.0.html b/content/en/releases/RELEASE_NOTES_0.1.0.html
index 6cbb7b9..ba59847 100644
--- a/content/en/releases/RELEASE_NOTES_0.1.0.html
+++ b/content/en/releases/RELEASE_NOTES_0.1.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -342,46 +344,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/releases/RELEASE_NOTES_0.2.0.html b/content/en/releases/RELEASE_NOTES_0.2.0.html
index 1cf9939..b8f8d15 100644
--- a/content/en/releases/RELEASE_NOTES_0.2.0.html
+++ b/content/en/releases/RELEASE_NOTES_0.2.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -327,46 +329,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/releases/RELEASE_NOTES_0.3.0.html b/content/en/releases/RELEASE_NOTES_0.3.0.html
index 7db46e4..a3add48 100644
--- a/content/en/releases/RELEASE_NOTES_0.3.0.html
+++ b/content/en/releases/RELEASE_NOTES_0.3.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -285,46 +287,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/releases/RELEASE_NOTES_1.0.0.html b/content/en/releases/RELEASE_NOTES_1.0.0.html
index 010687c..73b0d38 100644
--- a/content/en/releases/RELEASE_NOTES_1.0.0.html
+++ b/content/en/releases/RELEASE_NOTES_1.0.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -338,46 +340,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/releases/RELEASE_NOTES_1.1.0.html b/content/en/releases/RELEASE_NOTES_1.1.0.html
index 5c8fb9b..0125383 100644
--- a/content/en/releases/RELEASE_NOTES_1.1.0.html
+++ b/content/en/releases/RELEASE_NOTES_1.1.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -297,46 +299,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/releases/RELEASE_NOTES_1.2.0.html b/content/en/releases/RELEASE_NOTES_1.2.0.html
index 6f41aba..4bdf3a2 100644
--- a/content/en/releases/RELEASE_NOTES_1.2.0.html
+++ b/content/en/releases/RELEASE_NOTES_1.2.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -305,46 +307,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/releases/RELEASE_NOTES_2.0.0.html b/content/en/releases/RELEASE_NOTES_2.0.0.html
index 6fc130c..5a8b502 100644
--- a/content/en/releases/RELEASE_NOTES_2.0.0.html
+++ b/content/en/releases/RELEASE_NOTES_2.0.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -294,46 +296,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/search.html b/content/en/search.html
index 9f44a9b..e0a7871 100644
--- a/content/en/search.html
+++ b/content/en/search.html
@@ -46,17 +46,19 @@
   <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="#" />
-    <link href="_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -246,46 +248,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="./index.html">English</a></dd>
-          <dd><a href="./zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="./index.html">English</a></dd>
+            <dd><a href="./zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/en/searchindex.js b/content/en/searchindex.js
index 32b723b..1838219 100644
--- a/content/en/searchindex.js
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\ No newline at end of file
diff --git a/content/en/security.html b/content/en/security.html
index 6cb4bf6..839554b 100644
--- a/content/en/security.html
+++ b/content/en/security.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="How to Contribute Code" href="develop/contribute-code.html" />
     <link rel="prev" title="Download SINGA" href="downloads.html" />
-    <link href="_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -259,46 +261,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="./index.html">English</a></dd>
-          <dd><a href="./zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="./index.html">English</a></dd>
+            <dd><a href="./zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/genindex.html b/content/genindex.html
index 8212f19..a6a497c 100644
--- a/content/genindex.html
+++ b/content/genindex.html
@@ -46,17 +46,19 @@
   <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="#" />
     <link rel="search" title="Search" href="search.html" />
-    <link href="_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -234,46 +236,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="./index.html">English</a></dd>
-          <dd><a href="./zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="./index.html">English</a></dd>
+            <dd><a href="./zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/index.html b/content/index.html
index 2b80fad..fd2a620 100644
--- a/content/index.html
+++ b/content/index.html
@@ -46,17 +46,19 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Documentation" href="docs/index.html" />
-    <link href="_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -229,14 +231,14 @@
 <ul class="simple">
 <li><a class="reference external" href="docs/installation.html">Install SINGA</a> via conda, apt-get, or from source.</li>
 <li>Try SINGA on <a class="reference external" href="https://aws.amazon.com/marketplace/pp/B01NAUAWZW">AWS</a> or via <a class="reference external" href="https://hub.docker.com/r/apache/singa/">Docker</a>.</li>
-<li>Refer to the <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb">Jupyter notebooks</a> for some basic examples and the <a class="reference external" href="./docs/model_zoo/index.html">model zoo page</a> for more examples.</li>
+<li>Refer to the <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb">Jupyter notebooks</a> for some basic examples and the <a class="reference external" href="./docs/model_zoo/index.html">model zoo page</a> for more examples.</li>
 </ul>
 <table border="1" class="docutils">
 <colgroup>
 <col width="100%" />
 </colgroup>
 <tbody valign="top">
-<tr class="row-odd"><td><a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb"><img alt="logo" class="align-middle" src="_static/jupyter.png" /></a></td>
+<tr class="row-odd"><td><a class="reference external" href="http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb"><img alt="logo" class="align-middle" src="_static/jupyter.png" /></a></td>
 </tr>
 </tbody>
 </table>
@@ -282,10 +284,6 @@
 <h2>License<a class="headerlink" href="#license" title="Permalink to this headline">¶</a></h2>
 <p>SINGA is released under <a class="reference external" href="http://www.apache.org/licenses/LICENSE-2.0">Apache License Version 2.0</a>.</p>
 </div>
-<div class="section" id="disclaimers">
-<h2>Disclaimers<a class="headerlink" href="#disclaimers" title="Permalink to this headline">¶</a></h2>
-<p>Apache SINGA is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.</p>
-</div>
 </div>
 
 
@@ -335,46 +333,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="./index.html">English</a></dd>
-          <dd><a href="./zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="./index.html">English</a></dd>
+            <dd><a href="./zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/objects.inv b/content/objects.inv
index d5c3727..0452197 100644
--- a/content/objects.inv
+++ b/content/objects.inv
Binary files differ
diff --git a/content/releases/RELEASE_NOTES_0.1.0.html b/content/releases/RELEASE_NOTES_0.1.0.html
index 6cbb7b9..ba59847 100644
--- a/content/releases/RELEASE_NOTES_0.1.0.html
+++ b/content/releases/RELEASE_NOTES_0.1.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -342,46 +344,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/releases/RELEASE_NOTES_0.2.0.html b/content/releases/RELEASE_NOTES_0.2.0.html
index 1cf9939..b8f8d15 100644
--- a/content/releases/RELEASE_NOTES_0.2.0.html
+++ b/content/releases/RELEASE_NOTES_0.2.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -327,46 +329,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/releases/RELEASE_NOTES_0.3.0.html b/content/releases/RELEASE_NOTES_0.3.0.html
index 7db46e4..a3add48 100644
--- a/content/releases/RELEASE_NOTES_0.3.0.html
+++ b/content/releases/RELEASE_NOTES_0.3.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -285,46 +287,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/releases/RELEASE_NOTES_1.0.0.html b/content/releases/RELEASE_NOTES_1.0.0.html
index 010687c..73b0d38 100644
--- a/content/releases/RELEASE_NOTES_1.0.0.html
+++ b/content/releases/RELEASE_NOTES_1.0.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -338,46 +340,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/releases/RELEASE_NOTES_1.1.0.html b/content/releases/RELEASE_NOTES_1.1.0.html
index 5c8fb9b..0125383 100644
--- a/content/releases/RELEASE_NOTES_1.1.0.html
+++ b/content/releases/RELEASE_NOTES_1.1.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -297,46 +299,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/releases/RELEASE_NOTES_1.2.0.html b/content/releases/RELEASE_NOTES_1.2.0.html
index 6f41aba..4bdf3a2 100644
--- a/content/releases/RELEASE_NOTES_1.2.0.html
+++ b/content/releases/RELEASE_NOTES_1.2.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -305,46 +307,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/releases/RELEASE_NOTES_2.0.0.html b/content/releases/RELEASE_NOTES_2.0.0.html
index 6fc130c..5a8b502 100644
--- a/content/releases/RELEASE_NOTES_2.0.0.html
+++ b/content/releases/RELEASE_NOTES_2.0.0.html
@@ -45,17 +45,19 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link href="../_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -294,46 +296,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href=".././index.html">English</a></dd>
-          <dd><a href=".././zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href=".././index.html">English</a></dd>
+            <dd><a href=".././zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "../_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/search.html b/content/search.html
index 9f44a9b..e0a7871 100644
--- a/content/search.html
+++ b/content/search.html
@@ -46,17 +46,19 @@
   <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="#" />
-    <link href="_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -246,46 +248,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="./index.html">English</a></dd>
-          <dd><a href="./zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="./index.html">English</a></dd>
+            <dd><a href="./zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
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index 32b723b..1838219 100644
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\ No newline at end of file
diff --git a/content/security.html b/content/security.html
index 6cb4bf6..839554b 100644
--- a/content/security.html
+++ b/content/security.html
@@ -47,17 +47,19 @@
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="How to Contribute Code" href="develop/contribute-code.html" />
     <link rel="prev" title="Download SINGA" href="downloads.html" />
-    <link href="_static/style.css" rel="stylesheet" type="text/css">
-    <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-	<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-    <style>
-	.fa:hover {
-	    opacity: 0.7;
-	}
-	.fab:hover {
-	    opacity: 0.7;
-	}
-    </style>
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+    integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+    .fa:hover {
+        opacity: 0.7;
+    }
+
+    .fab:hover {
+        opacity: 0.7;
+    }
+</style>
 
 </head>
 
@@ -259,46 +261,57 @@
   
 
 <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-  <span class="rst-current-version" data-toggle="rst-current-version">
-    <span class="fa fa-book"> singa </span>
-    v: latest
-    <span class="fa fa-caret-down"></span>
-  </span>
-  <div class="rst-other-versions">
-      <dl>
-          <dt>Languages</dt>
-          <dd><a href="./index.html">English</a></dd>
-          <dd><a href="./zh/index.html">中文</a></dd>
-      </dl>
-      <dl>
-          <dt>Versions</dt>
-          <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-          <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-      </dl>
+    <span class="rst-current-version" data-toggle="rst-current-version">
+        <span class="fa fa-book"> singa </span>
+        v: latest
+        <span class="fa fa-caret-down"></span>
+    </span>
+    <div class="rst-other-versions">
+        <dl>
+            <dt>Languages</dt>
+            <dd><a href="./index.html">English</a></dd>
+            <dd><a href="./zh/index.html">中文</a></dd>
+        </dl>
+        <dl>
+            <dt>Versions</dt>
+            <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+            <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+        </dl>
 
-  </div>
-  <a href="http://incubator.apache.org/"> <img src= "_static/apache.png" style="background-color:white;"> </a>
+    </div>
 
-  <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-  <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-  <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-  <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-  <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-  <br>
-  <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="http://www.apache.org"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+    <a href="http://www.apache.org/events/current-event"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+    <a href="http://www.apache.org/foundation/thanks.html"
+        style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+    <a href="http://www.apache.org/foundation/sponsorship.html"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+    <a href="http://www.apache.org/licenses/"
+        style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+    <br>
+    <a href="https://github.com/apache/singa" class="fa fa-github"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c"
+        class="fab fa-aws"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+    <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+        style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
 
 </div>
 
- <a href="https://github.com/apache/incubator-singa">
+<a href="https://github.com/apache/singa">
     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-        alt="Fork me on GitHub">
+        src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
 </a>
 
  
diff --git a/content/zh/.buildinfo b/content/zh/.buildinfo
index cded3a0..e2ab267 100644
--- a/content/zh/.buildinfo
+++ b/content/zh/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 34b5ad87e5e57869e035d61fb4c82006
+config: e3c5bc11798c6846524ac3d4e6a8f050
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/content/zh/_sources/community/source-repository.md.txt b/content/zh/_sources/community/source-repository.md.txt
index d5e7de0..3979414 100644
--- a/content/zh/_sources/community/source-repository.md.txt
+++ b/content/zh/_sources/community/source-repository.md.txt
@@ -26,14 +26,14 @@
 
 以下是指向在线源代码库的链接.
 
-* [https://git-wip-us.apache.org/repos/asf?p=incubator-singa.git;a=summary](https://git-wip-us.apache.org/repos/asf?p=incubator-singa.git;a=summary)
+* [https://git-wip-us.apache.org/repos/asf?p=singa.git;a=summary](https://git-wip-us.apache.org/repos/asf?p=singa.git;a=summary)
 
 
 ## 提交者的上游 Upstream
 
 提交者需要将上游 upstream 端点设置为 Apache git(而不是github)的 repo 地址, 例如,
 
-    $ git remote add asf https://git-wip-us.apache.org/repos/asf/incubator-singa.git
+    $ git remote add asf https://git-wip-us.apache.org/repos/asf/singa.git
 
 然后你(提交者)可以用这种方式推送你的代码,
 
diff --git a/content/zh/_sources/develop/contribute-code.md.txt b/content/zh/_sources/develop/contribute-code.md.txt
index 3a85bc6..6f2c2d9 100644
--- a/content/zh/_sources/develop/contribute-code.md.txt
+++ b/content/zh/_sources/develop/contribute-code.md.txt
@@ -23,14 +23,14 @@
 
 工作流程是
 
-* Fork [SINGA Github repository](https://github.com/apache/incubator-singa) 到你自己的 Github 帐户.
+* Fork [SINGA Github repository](https://github.com/apache/singa) 到你自己的 Github 帐户.
 
 * Clone 你自己的 fork, 创建一个新的 branch (例如, feature-foo or fixbug-foo),
  进行这项工作. 完成你的工作后,
  [rebase](https://git-scm.com/book/en/v2/Git-Branching-Rebasing) 
 它到当前最新的 master 并 push commits 到你自己的 Github 帐户 (新 branch).
 
-* 针对 apache / incubator-singa 的 master branch 打开一个 pull request.
+* 针对 apache / singa 的 master branch 打开一个 pull request.
 PR 标题应该是 SINGA-xxxx 的格式,其中 SINGA-xxxx 是相关的JIRA编号,
 标题可以是 JIRA 的标题或描述 PR 本身的更具体的标题, 例如,"SINGA-6 Implement thread-safe singleton". 
 详细描述可以从 JIRA 复制.
diff --git a/content/zh/_sources/docs/install_macos1013.rst.txt b/content/zh/_sources/docs/install_macos1013.rst.txt
index c0bb1a5..bf19f8c 100644
--- a/content/zh/_sources/docs/install_macos1013.rst.txt
+++ b/content/zh/_sources/docs/install_macos1013.rst.txt
@@ -81,9 +81,9 @@
 
 .. code-block:: bash
 
-	git clone https://github.com/apache/incubator-singa.git
+	git clone https://github.com/apache/singa.git
 
-	cd incubator-singa
+	cd singa
 	mkdir build
 	cd build
 
diff --git a/content/zh/_sources/docs/installation.md.txt b/content/zh/_sources/docs/installation.md.txt
index 472a054..7d4b816 100644
--- a/content/zh/_sources/docs/installation.md.txt
+++ b/content/zh/_sources/docs/installation.md.txt
@@ -30,10 +30,10 @@
 
 ## 从源码安装
 
-源文件可以被下载为[tar.gz 文件](https://dist.apache.org/repos/dist/dev/incubator/singa/),或者为一个git仓库:
+源文件可以被下载为[tar.gz 文件](https://dist.apache.org/repos/dist/dev/singa/),或者为一个git仓库:
 
-		$ git clone https://github.com/apache/incubator-singa.git
-		$ cd incubator-singa/
+		$ git clone https://github.com/apache/singa.git
+		$ cd singa/
 
 ### 由conda创建SINGA
 
@@ -48,7 +48,7 @@
 		export BUILD_STR=cpu
 		conda build tool/conda/singa/ --python3.6 (or --python2.7)
 
-上面的指令已在Ubuntu 16.04和Mac OSX上测试过。更多信息请参考[Travis-CI页面](https://travis-ci.org/apache/incubator-singa)。
+上面的指令已在Ubuntu 16.04和Mac OSX上测试过。更多信息请参考[Travis-CI页面](https://travis-ci.org/apache/singa)。
 
 创建GPU版本的SINGA
 
@@ -67,7 +67,7 @@
 
 编译和运行SINGA需要以下库。
 有关在Ubuntu 16.04上安装它们的说明,
-请参阅SINGA [Dockerfiles](https://github.com/apache/incubator-singa/blob/master/tool/docker/)。
+请参阅SINGA [Dockerfiles](https://github.com/apache/singa/blob/master/tool/docker/)。
 
 * cmake (>=2.8)
 * gcc (>=4.8.1) or Clang
@@ -77,7 +77,7 @@
 * numpy(>=1.11.0) for compiling PySINGA
 
 
-1. 在incubator-singa目录下创建一个`build`文件夹并进入其中
+1. 在singa目录下创建一个`build`文件夹并进入其中
 2. 运行 `cmake [options] ..`
   默认情况下除了`USE_PYTHON`,其他所有可选项都是OFF
 
diff --git a/content/zh/_sources/index.rst.txt b/content/zh/_sources/index.rst.txt
index 5a069e4..aff73a6 100644
--- a/content/zh/_sources/index.rst.txt
+++ b/content/zh/_sources/index.rst.txt
@@ -60,12 +60,12 @@
 
 * 在 `AWS <https://aws.amazon.com/marketplace/pp/B01NAUAWZW>`_ 上, 或者通过 `Docker <https://hub.docker.com/r/nusdbsystem/singa/>`_ 试用 SINGA.
 
-* 更多操作和实例,参考 `Jupyter notebooks <http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb>`_ 以及 `模型库页面  <./docs/model_zoo/index.html>`_ 了解更多例子.
+* 更多操作和实例,参考 `Jupyter notebooks <http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb>`_ 以及 `模型库页面  <./docs/model_zoo/index.html>`_ 了解更多例子.
 
 .. |logo| image:: _static/jupyter.png
    :scale: 25%
    :align: middle
-   :target: http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb
+   :target: http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb
 
 +---------+
 | |logo|  |
@@ -81,7 +81,7 @@
 如何贡献
 ----------------------
 
-* 请订阅我们的开发邮件列表 dev-subscribe@singa.incubator.apache.org.
+* 请订阅我们的开发邮件列表 dev-subscribe@singa.apache.org.
 
 * 如果您发现使用 SINGA 的任何问题,请将其报告给 `Issue Tracker <https://issues.apache.org/jira/browse/singa>`_.
 
@@ -133,7 +133,3 @@
 ----------
 SINGA 在 `Apache License Version 2.0 <http://www.apache.org/licenses/LICENSE-2.0>`_ 许可证下发布.
 
-免责声明(英文)
---------------------
-
-Apache SINGA is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.
diff --git a/content/zh/community/issue-tracking.html b/content/zh/community/issue-tracking.html
index 45551c8..04a4eb7 100644
--- a/content/zh/community/issue-tracking.html
+++ b/content/zh/community/issue-tracking.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>问题追踪 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>问题追踪 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="SINGA团队" href="team-list.html" />
     <link rel="prev" title="项目邮件列表" href="mail-lists.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -139,7 +141,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -244,50 +246,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/community/mail-lists.html b/content/zh/community/mail-lists.html
index cc21309..d6a9732 100644
--- a/content/zh/community/mail-lists.html
+++ b/content/zh/community/mail-lists.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>项目邮件列表 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>项目邮件列表 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="问题追踪" href="issue-tracking.html" />
     <link rel="prev" title="源代码库" href="source-repository.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -139,7 +141,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -271,50 +273,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/community/source-repository.html b/content/zh/community/source-repository.html
index 5e342fe..8c0168c 100644
--- a/content/zh/community/source-repository.html
+++ b/content/zh/community/source-repository.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>源代码库 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>源代码库 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="项目邮件列表" href="mail-lists.html" />
     <link rel="prev" title="如何贡献代码" href="../develop/contribute-code.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -143,7 +145,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -216,13 +218,13 @@
 <h2>Web 访问<a class="headerlink" href="#web" title="Permalink to this headline">¶</a></h2>
 <p>以下是指向在线源代码库的链接.</p>
 <ul class="simple">
-<li><a class="reference external" href="https://git-wip-us.apache.org/repos/asf?p=incubator-singa.git%3Ba=summary">https://git-wip-us.apache.org/repos/asf?p=incubator-singa.git;a=summary</a></li>
+<li><a class="reference external" href="https://git-wip-us.apache.org/repos/asf?p=singa.git%3Ba=summary">https://git-wip-us.apache.org/repos/asf?p=singa.git;a=summary</a></li>
 </ul>
 </div>
 <div class="section" id="upstream">
 <h2>提交者的上游 Upstream<a class="headerlink" href="#upstream" title="Permalink to this headline">¶</a></h2>
 <p>提交者需要将上游 upstream 端点设置为 Apache git(而不是github)的 repo 地址, 例如,</p>
-<div class="highlight-default"><div class="highlight"><pre><span></span>$ git remote add asf https://git-wip-us.apache.org/repos/asf/incubator-singa.git
+<div class="highlight-default"><div class="highlight"><pre><span></span>$ git remote add asf https://git-wip-us.apache.org/repos/asf/singa.git
 </pre></div>
 </div>
 <p>然后你(提交者)可以用这种方式推送你的代码,</p>
@@ -279,50 +281,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/community/team-list.html b/content/zh/community/team-list.html
index e66677f..db12584 100644
--- a/content/zh/community/team-list.html
+++ b/content/zh/community/team-list.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>SINGA团队 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>SINGA团队 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -46,18 +46,20 @@
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
     <link rel="prev" title="问题追踪" href="issue-tracking.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -71,7 +73,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -142,7 +144,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -367,50 +369,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/develop/contribute-code.html b/content/zh/develop/contribute-code.html
index 011531f..ed48b75 100644
--- a/content/zh/develop/contribute-code.html
+++ b/content/zh/develop/contribute-code.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>如何贡献代码 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>如何贡献代码 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="源代码库" href="../community/source-repository.html" />
     <link rel="prev" title="如何贡献给 SINGA" href="how-contribute.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -144,7 +146,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -216,12 +218,12 @@
 <h2>Pull Request<a class="headerlink" href="#pull-request" title="Permalink to this headline">¶</a></h2>
 <p>工作流程是</p>
 <ul class="simple">
-<li>Fork <a class="reference external" href="https://github.com/apache/incubator-singa">SINGA Github repository</a> 到你自己的 Github 帐户.</li>
+<li>Fork <a class="reference external" href="https://github.com/apache/singa">SINGA Github repository</a> 到你自己的 Github 帐户.</li>
 <li>Clone 你自己的 fork, 创建一个新的 branch (例如, feature-foo or fixbug-foo),
 进行这项工作. 完成你的工作后,
 <a class="reference external" href="https://git-scm.com/book/en/v2/Git-Branching-Rebasing">rebase</a>
 它到当前最新的 master 并 push commits 到你自己的 Github 帐户 (新 branch).</li>
-<li>针对 apache / incubator-singa 的 master branch 打开一个 pull request.
+<li>针对 apache / singa 的 master branch 打开一个 pull request.
 PR 标题应该是 SINGA-xxxx 的格式,其中 SINGA-xxxx 是相关的JIRA编号,
 标题可以是 JIRA 的标题或描述 PR 本身的更具体的标题, 例如,&#8220;SINGA-6 Implement thread-safe singleton&#8220;.
 详细描述可以从 JIRA 复制.
@@ -286,50 +288,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/develop/how-contribute.html b/content/zh/develop/how-contribute.html
index 7dd5817..9b725a3 100644
--- a/content/zh/develop/how-contribute.html
+++ b/content/zh/develop/how-contribute.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>如何贡献给 SINGA &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>如何贡献给 SINGA &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="如何贡献代码" href="contribute-code.html" />
     <link rel="prev" title="开发时间表" href="schedule.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -139,7 +141,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -246,50 +248,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/develop/schedule.html b/content/zh/develop/schedule.html
index d481480..fef029e 100644
--- a/content/zh/develop/schedule.html
+++ b/content/zh/develop/schedule.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>开发时间表 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>开发时间表 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="如何贡献给 SINGA" href="how-contribute.html" />
     <link rel="prev" title="下载 SINGA" href="../downloads.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -139,7 +141,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -417,50 +419,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs.html b/content/zh/docs.html
index ebd7257..1e1b0d2 100644
--- a/content/zh/docs.html
+++ b/content/zh/docs.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>文档 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>文档 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -45,18 +45,20 @@
   <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-     <link href="_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -70,7 +72,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> incubator-singa
+            <a href="index.html" class="icon icon-home"> singa
           
 
           
@@ -137,7 +139,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">incubator-singa</a>
+          <a href="index.html">singa</a>
         
       </nav>
 
@@ -617,50 +619,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../index.html">English</a></dd>
+      <dd><a href="./index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../index.html">English</a></dd>
-           <dd><a href="./index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/data.html b/content/zh/docs/data.html
index db85c43..f51dbf2 100644
--- a/content/zh/docs/data.html
+++ b/content/zh/docs/data.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>数据(Data) &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>数据(Data) &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="图像工具" href="image_tool.html" />
     <link rel="prev" title="优化器(Optimizer)" href="optimizer.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -159,7 +161,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -323,50 +325,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/device.html b/content/zh/docs/device.html
index 4fcc11e..d3c97df 100644
--- a/content/zh/docs/device.html
+++ b/content/zh/docs/device.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>设备(Device) &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>设备(Device) &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="张量(Tensor)" href="tensor.html" />
     <link rel="prev" title="软件架构" href="software_stack.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -165,7 +167,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -314,50 +316,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/image_tool.html b/content/zh/docs/image_tool.html
index c260bf1..8165713 100644
--- a/content/zh/docs/image_tool.html
+++ b/content/zh/docs/image_tool.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>图像工具 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>图像工具 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Snapshot" href="snapshot.html" />
     <link rel="prev" title="数据(Data)" href="data.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -179,7 +181,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -465,50 +467,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/index.html b/content/zh/docs/index.html
index e62c667..c82944b 100644
--- a/content/zh/docs/index.html
+++ b/content/zh/docs/index.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>文档 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>文档 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="安装" href="installation.html" />
     <link rel="prev" title="SINGA 中文文档" href="../index.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -156,7 +158,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -642,50 +644,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/initializer.html b/content/zh/docs/initializer.html
index ccfa79a..128c3d1 100644
--- a/content/zh/docs/initializer.html
+++ b/content/zh/docs/initializer.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>初始化器(Initializer) &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>初始化器(Initializer) &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="损失(Loss)" href="loss.html" />
     <link rel="prev" title="前馈网络" href="net.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -163,7 +165,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -317,50 +319,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/install_macos1013.html b/content/zh/docs/install_macos1013.html
index 2d0e1e5..bc17b73 100644
--- a/content/zh/docs/install_macos1013.html
+++ b/content/zh/docs/install_macos1013.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Installing SINGA on macOS 13.10 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>Installing SINGA on macOS 13.10 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -45,18 +45,20 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -70,7 +72,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -137,7 +139,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -238,9 +240,9 @@
 <ul class="simple">
 <li>获取源代码并编译它:</li>
 </ul>
-<div class="highlight-bash"><div class="highlight"><pre><span></span>git clone https://github.com/apache/incubator-singa.git
+<div class="highlight-bash"><div class="highlight"><pre><span></span>git clone https://github.com/apache/singa.git
 
-<span class="nb">cd</span> incubator-singa
+<span class="nb">cd</span> singa
 mkdir build
 <span class="nb">cd</span> build
 
@@ -345,50 +347,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/install_win.html b/content/zh/docs/install_win.html
index c6bcd45..a6a9487 100644
--- a/content/zh/docs/install_win.html
+++ b/content/zh/docs/install_win.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>在Windows上创建SINGA &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>在Windows上创建SINGA &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -45,18 +45,20 @@
   <link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -70,7 +72,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -137,7 +139,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -716,50 +718,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/installation.html b/content/zh/docs/installation.html
index 3d273f4..c9a4dd9 100644
--- a/content/zh/docs/installation.html
+++ b/content/zh/docs/installation.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>安装 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>安装 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="软件架构" href="software_stack.html" />
     <link rel="prev" title="文档" href="index.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -167,7 +169,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -251,9 +253,9 @@
 </div>
 <div class="section" id="id2">
 <h2>从源码安装<a class="headerlink" href="#id2" title="Permalink to this headline">¶</a></h2>
-<p>源文件可以被下载为<a class="reference external" href="https://dist.apache.org/repos/dist/dev/incubator/singa/">tar.gz 文件</a>,或者为一个git仓库:</p>
-<div class="highlight-default"><div class="highlight"><pre><span></span>	$ git clone https://github.com/apache/incubator-singa.git
-	$ cd incubator-singa/
+<p>源文件可以被下载为<a class="reference external" href="https://dist.apache.org/repos/dist/dev/singa/">tar.gz 文件</a>,或者为一个git仓库:</p>
+<div class="highlight-default"><div class="highlight"><pre><span></span>	$ git clone https://github.com/apache/singa.git
+	$ cd singa/
 </pre></div>
 </div>
 <div class="section" id="condasinga">
@@ -268,7 +270,7 @@
 	<span class="n">conda</span> <span class="n">build</span> <span class="n">tool</span><span class="o">/</span><span class="n">conda</span><span class="o">/</span><span class="n">singa</span><span class="o">/</span> <span class="o">--</span><span class="n">python3</span><span class="o">.</span><span class="mi">6</span> <span class="p">(</span><span class="ow">or</span> <span class="o">--</span><span class="n">python2</span><span class="o">.</span><span class="mi">7</span><span class="p">)</span>
 </pre></div>
 </div>
-<p>上面的指令已在Ubuntu 16.04和Mac OSX上测试过。更多信息请参考<a class="reference external" href="https://travis-ci.org/apache/incubator-singa">Travis-CI页面</a>。</p>
+<p>上面的指令已在Ubuntu 16.04和Mac OSX上测试过。更多信息请参考<a class="reference external" href="https://travis-ci.org/apache/singa">Travis-CI页面</a>。</p>
 <p>创建GPU版本的SINGA</p>
 <div class="highlight-default"><div class="highlight"><pre><span></span>	<span class="n">export</span> <span class="n">BUILD_STR</span><span class="o">=</span><span class="n">cudax</span><span class="o">.</span><span class="n">y</span><span class="o">-</span><span class="n">cudnna</span><span class="o">.</span><span class="n">b</span><span class="o">.</span><span class="n">c</span> <span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">g</span><span class="o">.</span> <span class="n">cuda9</span><span class="o">.</span><span class="mi">0</span><span class="o">-</span><span class="n">cudnn7</span><span class="o">.</span><span class="mf">1.2</span><span class="p">)</span>
 	<span class="n">export</span> <span class="n">CUDNN_PATH</span><span class="o">=&lt;</span><span class="n">path</span> <span class="n">to</span> <span class="n">cudnn</span> <span class="n">folder</span><span class="o">&gt;</span>
@@ -285,7 +287,7 @@
 <h3>使用本地工具在Ubuntu上创建SINGA<a class="headerlink" href="#ubuntusinga" title="Permalink to this headline">¶</a></h3>
 <p>编译和运行SINGA需要以下库。
 有关在Ubuntu 16.04上安装它们的说明,
-请参阅SINGA <a class="reference external" href="https://github.com/apache/incubator-singa/blob/master/tool/docker/">Dockerfiles</a>。</p>
+请参阅SINGA <a class="reference external" href="https://github.com/apache/singa/blob/master/tool/docker/">Dockerfiles</a>。</p>
 <ul class="simple">
 <li>cmake (&gt;=2.8)</li>
 <li>gcc (&gt;=4.8.1) or Clang</li>
@@ -295,7 +297,7 @@
 <li>numpy(&gt;=1.11.0) for compiling PySINGA</li>
 </ul>
 <ol class="simple">
-<li>在incubator-singa目录下创建一个<code class="docutils literal"><span class="pre">build</span></code>文件夹并进入其中</li>
+<li>在singa目录下创建一个<code class="docutils literal"><span class="pre">build</span></code>文件夹并进入其中</li>
 <li>运行 <code class="docutils literal"><span class="pre">cmake</span> <span class="pre">[options]</span> <span class="pre">..</span></code>
 默认情况下除了<code class="docutils literal"><span class="pre">USE_PYTHON</span></code>,其他所有可选项都是OFF<ul>
 <li><code class="docutils literal"><span class="pre">USE_MODULES=ON</span></code>, 当protobuf和blas没有被安装时使用</li>
@@ -576,50 +578,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/layer.html b/content/zh/docs/layer.html
index 2ec8da9..cf44872 100644
--- a/content/zh/docs/layer.html
+++ b/content/zh/docs/layer.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>层(Layer) &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>层(Layer) &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="前馈网络" href="net.html" />
     <link rel="prev" title="张量(Tensor)" href="tensor.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -185,7 +187,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -762,50 +764,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/loss.html b/content/zh/docs/loss.html
index d892591..c19e056 100644
--- a/content/zh/docs/loss.html
+++ b/content/zh/docs/loss.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>损失(Loss) &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>损失(Loss) &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="度量(Metric)" href="metric.html" />
     <link rel="prev" title="初始化器(Initializer)" href="initializer.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -171,7 +173,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -357,50 +359,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  
- 
+
 
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 </html>
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diff --git a/content/zh/docs/metric.html b/content/zh/docs/metric.html
index 5e798bd..d251e13 100644
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+++ b/content/zh/docs/metric.html
@@ -1,5 +1,5 @@
 
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@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>度量(Metric) &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>度量(Metric) &mdash; singa 2.0.0 documentation</title>
   
 
   
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     <link rel="next" title="优化器(Optimizer)" href="optimizer.html" />
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+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
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           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
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+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
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+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
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-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
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-           <dt>Versions</dt>
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-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
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-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/model_zoo/char-rnn/README.html b/content/zh/docs/model_zoo/char-rnn/README.html
index db51c39..9d2be3a 100644
--- a/content/zh/docs/model_zoo/char-rnn/README.html
+++ b/content/zh/docs/model_zoo/char-rnn/README.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>在文本上训练Char-RNN &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>在文本上训练Char-RNN &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="在MNIST数据集上训练RBM模型" href="../mnist/README.html" />
     <link rel="prev" title="在Cifar-10上训练CNN" href="../cifar10/README.html" />
-     <link href="../../../_static/style.css" rel="stylesheet" type="text/css">
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+<link href="../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
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+    opacity: 0.7;
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+  .fab:hover {
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 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../../../index.html" class="icon icon-home"> incubator-singa
+            <a href="../../../index.html" class="icon icon-home"> singa
           
 
           
@@ -170,7 +172,7 @@
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           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../../../index.html">incubator-singa</a>
+          <a href="../../../index.html">singa</a>
         
       </nav>
 
@@ -315,50 +317,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../../../index.html">English</a></dd>
+      <dd><a href="../../.././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
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-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../index.html">English</a></dd>
-           <dd><a href="../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/model_zoo/cifar10/README.html b/content/zh/docs/model_zoo/cifar10/README.html
index ee49039..be5d9d7 100644
--- a/content/zh/docs/model_zoo/cifar10/README.html
+++ b/content/zh/docs/model_zoo/cifar10/README.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
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@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>在Cifar-10上训练CNN &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>在Cifar-10上训练CNN &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="在文本上训练Char-RNN" href="../char-rnn/README.html" />
     <link rel="prev" title="模型库" href="../index.html" />
-     <link href="../../../_static/style.css" rel="stylesheet" type="text/css">
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+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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-            <a href="../../../index.html" class="icon icon-home"> incubator-singa
+            <a href="../../../index.html" class="icon icon-home"> singa
           
 
           
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       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../../../index.html">incubator-singa</a>
+          <a href="../../../index.html">singa</a>
         
       </nav>
 
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+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../../../index.html">English</a></dd>
+      <dd><a href="../../.././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
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+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
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+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
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-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
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-           <dt>Languages</dt>
-           <dd><a href="../../../../index.html">English</a></dd>
-           <dd><a href="../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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- 
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-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
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-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/model_zoo/imagenet/alexnet/README.html b/content/zh/docs/model_zoo/imagenet/alexnet/README.html
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+++ b/content/zh/docs/model_zoo/imagenet/alexnet/README.html
@@ -1,5 +1,5 @@
 
- 
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@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>在ImageNet上训练AlexNet &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>在ImageNet上训练AlexNet &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="用DenseNet做图像分类" href="../densenet/README.html" />
     <link rel="prev" title="在MNIST数据集上训练RBM模型" href="../../mnist/README.html" />
-     <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
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-   .fab:hover {
-       opacity: 0.7;
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+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../../../../index.html" class="icon icon-home"> incubator-singa
+            <a href="../../../../index.html" class="icon icon-home"> singa
           
 
           
@@ -170,7 +172,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../../../../index.html">incubator-singa</a>
+          <a href="../../../../index.html">singa</a>
         
       </nav>
 
@@ -350,50 +352,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../../../../index.html">English</a></dd>
+      <dd><a href="../../../.././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../../index.html">English</a></dd>
-           <dd><a href="../../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/model_zoo/imagenet/densenet/README.html b/content/zh/docs/model_zoo/imagenet/densenet/README.html
index 4445985..b1eb04e 100644
--- a/content/zh/docs/model_zoo/imagenet/densenet/README.html
+++ b/content/zh/docs/model_zoo/imagenet/densenet/README.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>用DenseNet做图像分类 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>用DenseNet做图像分类 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="用GoogleNet做图像分类" href="../googlenet/README.html" />
     <link rel="prev" title="在ImageNet上训练AlexNet" href="../alexnet/README.html" />
-     <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
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-   }
-   .fab:hover {
-       opacity: 0.7;
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+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
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+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
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+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../../../../index.html" class="icon icon-home"> incubator-singa
+            <a href="../../../../index.html" class="icon icon-home"> singa
           
 
           
@@ -171,7 +173,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../../../../index.html">incubator-singa</a>
+          <a href="../../../../index.html">singa</a>
         
       </nav>
 
@@ -338,50 +340,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../../../../index.html">English</a></dd>
+      <dd><a href="../../../.././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../../index.html">English</a></dd>
-           <dd><a href="../../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/model_zoo/imagenet/googlenet/README.html b/content/zh/docs/model_zoo/imagenet/googlenet/README.html
index e4b5f37..b1ecf56 100644
--- a/content/zh/docs/model_zoo/imagenet/googlenet/README.html
+++ b/content/zh/docs/model_zoo/imagenet/googlenet/README.html
@@ -1,5 +1,5 @@
 
- 
+
 
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@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>用GoogleNet做图像分类 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>用GoogleNet做图像分类 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="用Inception V4做图像分类" href="../inception/README.html" />
     <link rel="prev" title="用DenseNet做图像分类" href="../densenet/README.html" />
-     <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
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-       opacity: 0.7;
-   }
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-       opacity: 0.7;
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+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
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+  .fab:hover {
+    opacity: 0.7;
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+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../../../../index.html" class="icon icon-home"> incubator-singa
+            <a href="../../../../index.html" class="icon icon-home"> singa
           
 
           
@@ -171,7 +173,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../../../../index.html">incubator-singa</a>
+          <a href="../../../../index.html">singa</a>
         
       </nav>
 
@@ -352,50 +354,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../../../../index.html">English</a></dd>
+      <dd><a href="../../../.././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../../index.html">English</a></dd>
-           <dd><a href="../../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/model_zoo/imagenet/inception/README.html b/content/zh/docs/model_zoo/imagenet/inception/README.html
index 49aa80d..420133c 100644
--- a/content/zh/docs/model_zoo/imagenet/inception/README.html
+++ b/content/zh/docs/model_zoo/imagenet/inception/README.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>用Inception V4做图像分类 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>用Inception V4做图像分类 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="用ResNet做图像分类" href="../resnet/README.html" />
     <link rel="prev" title="用GoogleNet做图像分类" href="../googlenet/README.html" />
-     <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../../../../index.html" class="icon icon-home"> incubator-singa
+            <a href="../../../../index.html" class="icon icon-home"> singa
           
 
           
@@ -171,7 +173,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../../../../index.html">incubator-singa</a>
+          <a href="../../../../index.html">singa</a>
         
       </nav>
 
@@ -328,50 +330,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../../../../index.html">English</a></dd>
+      <dd><a href="../../../.././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../../index.html">English</a></dd>
-           <dd><a href="../../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/model_zoo/imagenet/resnet/README.html b/content/zh/docs/model_zoo/imagenet/resnet/README.html
index 58a07ed..386b0ca 100644
--- a/content/zh/docs/model_zoo/imagenet/resnet/README.html
+++ b/content/zh/docs/model_zoo/imagenet/resnet/README.html
@@ -1,5 +1,5 @@
 
- 
+
 
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 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>用ResNet做图像分类 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>用ResNet做图像分类 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="用VGG做图像分类" href="../vgg/README.html" />
     <link rel="prev" title="用Inception V4做图像分类" href="../inception/README.html" />
-     <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
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+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../../../../index.html" class="icon icon-home"> incubator-singa
+            <a href="../../../../index.html" class="icon icon-home"> singa
           
 
           
@@ -171,7 +173,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../../../../index.html">incubator-singa</a>
+          <a href="../../../../index.html">singa</a>
         
       </nav>
 
@@ -345,50 +347,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../../../../index.html">English</a></dd>
+      <dd><a href="../../../.././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../../index.html">English</a></dd>
-           <dd><a href="../../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/model_zoo/imagenet/vgg/README.html b/content/zh/docs/model_zoo/imagenet/vgg/README.html
index efacdbf..7b8c372 100644
--- a/content/zh/docs/model_zoo/imagenet/vgg/README.html
+++ b/content/zh/docs/model_zoo/imagenet/vgg/README.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>用VGG做图像分类 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>用VGG做图像分类 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../../../../search.html" />
     <link rel="next" title="下载 SINGA" href="../../../../downloads.html" />
     <link rel="prev" title="用ResNet做图像分类" href="../resnet/README.html" />
-     <link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../../../../index.html" class="icon icon-home"> incubator-singa
+            <a href="../../../../index.html" class="icon icon-home"> singa
           
 
           
@@ -171,7 +173,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../../../../index.html">incubator-singa</a>
+          <a href="../../../../index.html">singa</a>
         
       </nav>
 
@@ -343,50 +345,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../../../../index.html">English</a></dd>
+      <dd><a href="../../../.././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../../index.html">English</a></dd>
-           <dd><a href="../../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/model_zoo/index.html b/content/zh/docs/model_zoo/index.html
index 64e81dc..01c9d90 100644
--- a/content/zh/docs/model_zoo/index.html
+++ b/content/zh/docs/model_zoo/index.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>模型库 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>模型库 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="在Cifar-10上训练CNN" href="cifar10/README.html" />
     <link rel="prev" title="Utils" href="../utils.html" />
-     <link href="../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../../index.html" class="icon icon-home"> incubator-singa
+            <a href="../../index.html" class="icon icon-home"> singa
           
 
           
@@ -167,7 +169,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../../index.html">incubator-singa</a>
+          <a href="../../index.html">singa</a>
         
       </nav>
 
@@ -325,50 +327,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../../index.html">English</a></dd>
+      <dd><a href="../.././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../index.html">English</a></dd>
-           <dd><a href="../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/model_zoo/mnist/README.html b/content/zh/docs/model_zoo/mnist/README.html
index 3b6084e..ca65fb8 100644
--- a/content/zh/docs/model_zoo/mnist/README.html
+++ b/content/zh/docs/model_zoo/mnist/README.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>在MNIST数据集上训练RBM模型 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>在MNIST数据集上训练RBM模型 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../../../search.html" />
     <link rel="next" title="在ImageNet上训练AlexNet" href="../imagenet/alexnet/README.html" />
     <link rel="prev" title="在文本上训练Char-RNN" href="../char-rnn/README.html" />
-     <link href="../../../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../../../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../../../index.html" class="icon icon-home"> incubator-singa
+            <a href="../../../index.html" class="icon icon-home"> singa
           
 
           
@@ -170,7 +172,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../../../index.html">incubator-singa</a>
+          <a href="../../../index.html">singa</a>
         
       </nav>
 
@@ -307,50 +309,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../../../index.html">English</a></dd>
+      <dd><a href="../../.././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../../../index.html">English</a></dd>
-           <dd><a href="../../.././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/net.html b/content/zh/docs/net.html
index f46d7f2..a232907 100644
--- a/content/zh/docs/net.html
+++ b/content/zh/docs/net.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>前馈网络 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>前馈网络 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="初始化器(Initializer)" href="initializer.html" />
     <link rel="prev" title="层(Layer)" href="layer.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
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-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -174,7 +176,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -427,50 +429,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/optimizer.html b/content/zh/docs/optimizer.html
index cea8d49..e6b48da 100644
--- a/content/zh/docs/optimizer.html
+++ b/content/zh/docs/optimizer.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>优化器(Optimizer) &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>优化器(Optimizer) &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="数据(Data)" href="data.html" />
     <link rel="prev" title="度量(Metric)" href="metric.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -209,7 +211,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -549,50 +551,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/snapshot.html b/content/zh/docs/snapshot.html
index 98c3938..19b2863 100644
--- a/content/zh/docs/snapshot.html
+++ b/content/zh/docs/snapshot.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Snapshot &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>Snapshot &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="Utils" href="utils.html" />
     <link rel="prev" title="图像工具" href="image_tool.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -163,7 +165,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -315,50 +317,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/software_stack.html b/content/zh/docs/software_stack.html
index 0e382b4..e119ea8 100644
--- a/content/zh/docs/software_stack.html
+++ b/content/zh/docs/software_stack.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>软件架构 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>软件架构 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="设备(Device)" href="device.html" />
     <link rel="prev" title="安装" href="installation.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -161,7 +163,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -309,50 +311,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/tensor.html b/content/zh/docs/tensor.html
index eac7003..8bad453 100644
--- a/content/zh/docs/tensor.html
+++ b/content/zh/docs/tensor.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>张量(Tensor) &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>张量(Tensor) &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="层(Layer)" href="layer.html" />
     <link rel="prev" title="设备(Device)" href="device.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -162,7 +164,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -894,50 +896,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/docs/utils.html b/content/zh/docs/utils.html
index b4e360e..a86eb19 100644
--- a/content/zh/docs/utils.html
+++ b/content/zh/docs/utils.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Utils &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>Utils &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="../search.html" />
     <link rel="next" title="模型库" href="model_zoo/index.html" />
     <link rel="prev" title="Snapshot" href="snapshot.html" />
-     <link href="../_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="../_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="../_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="../index.html" class="icon icon-home"> incubator-singa
+            <a href="../index.html" class="icon icon-home"> singa
           
 
           
@@ -159,7 +161,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="../index.html">incubator-singa</a>
+          <a href="../index.html">singa</a>
         
       </nav>
 
@@ -288,50 +290,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../../index.html">English</a></dd>
+      <dd><a href=".././index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../../index.html">English</a></dd>
-           <dd><a href=".././index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/downloads.html b/content/zh/downloads.html
index 2826d4a..febd884 100644
--- a/content/zh/downloads.html
+++ b/content/zh/downloads.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>下载 SINGA &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>下载 SINGA &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -47,18 +47,20 @@
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="开发时间表" href="develop/schedule.html" />
     <link rel="prev" title="用VGG做图像分类" href="docs/model_zoo/imagenet/vgg/README.html" />
-     <link href="_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -72,7 +74,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> incubator-singa
+            <a href="index.html" class="icon icon-home"> singa
           
 
           
@@ -139,7 +141,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">incubator-singa</a>
+          <a href="index.html">singa</a>
         
       </nav>
 
@@ -408,50 +410,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../index.html">English</a></dd>
+      <dd><a href="./index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../index.html">English</a></dd>
-           <dd><a href="./index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/genindex.html b/content/zh/genindex.html
index 6d3ce62..7a98182 100644
--- a/content/zh/genindex.html
+++ b/content/zh/genindex.html
@@ -1,6 +1,6 @@
 
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -10,7 +10,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Index &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>Index &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -46,18 +46,20 @@
   <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
     <link rel="index" title="Index" href="#" />
     <link rel="search" title="Search" href="search.html" />
-     <link href="_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -71,7 +73,7 @@
           
 
           
-            <a href="index.html" class="icon icon-home"> incubator-singa
+            <a href="index.html" class="icon icon-home"> singa
           
 
           
@@ -138,7 +140,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">incubator-singa</a>
+          <a href="index.html">singa</a>
         
       </nav>
 
@@ -231,50 +233,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../index.html">English</a></dd>
+      <dd><a href="./index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../index.html">English</a></dd>
-           <dd><a href="./index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a> 
-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/index.html b/content/zh/index.html
index 2d2d953..d7ff8d7 100644
--- a/content/zh/index.html
+++ b/content/zh/index.html
@@ -1,5 +1,5 @@
 
- 
+
 
 <!DOCTYPE html>
 <!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>SINGA 中文文档 &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>SINGA 中文文档 &mdash; singa 2.0.0 documentation</title>
   
 
   
@@ -46,18 +46,20 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="文档" href="docs/index.html" />
-     <link href="_static/style.css" rel="stylesheet" type="text/css">
-     <!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
-   <link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css" integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
-     <style>
-   .fa:hover {
-       opacity: 0.7;
-   }
-   .fab:hover {
-       opacity: 0.7;
-   }
-     </style>
- 
+<link href="_static/style.css" rel="stylesheet" type="text/css">
+<!--link href="_static/fontawesome-all.min.css" rel="stylesheet" type="text/css"-->
+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
+  integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp" crossorigin="anonymous">
+<style>
+  .fa:hover {
+    opacity: 0.7;
+  }
+
+  .fab:hover {
+    opacity: 0.7;
+  }
+</style>
+
 </head>
 
 <body class="wy-body-for-nav">
@@ -71,7 +73,7 @@
           
 
           
-            <a href="#" class="icon icon-home"> incubator-singa
+            <a href="#" class="icon icon-home"> singa
           
 
           
@@ -138,7 +140,7 @@
       <nav class="wy-nav-top" aria-label="top navigation">
         
           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="#">incubator-singa</a>
+          <a href="#">singa</a>
         
       </nav>
 
@@ -214,14 +216,14 @@
 <ul class="simple">
 <li>安装SINGA,通过 <a class="reference external" href="../en/docs/installation.html">conda</a>, apt-get, 或者源码.</li>
 <li>在 <a class="reference external" href="https://aws.amazon.com/marketplace/pp/B01NAUAWZW">AWS</a> 上, 或者通过 <a class="reference external" href="https://hub.docker.com/r/nusdbsystem/singa/">Docker</a> 试用 SINGA.</li>
-<li>更多操作和实例,参考 <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb">Jupyter notebooks</a> 以及 <a class="reference external" href="./docs/model_zoo/index.html">模型库页面</a> 了解更多例子.</li>
+<li>更多操作和实例,参考 <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb">Jupyter notebooks</a> 以及 <a class="reference external" href="./docs/model_zoo/index.html">模型库页面</a> 了解更多例子.</li>
 </ul>
 <table border="1" class="docutils">
 <colgroup>
 <col width="100%" />
 </colgroup>
 <tbody valign="top">
-<tr class="row-odd"><td><a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb"><img alt="logo" class="align-middle" src="_static/jupyter.png" /></a></td>
+<tr class="row-odd"><td><a class="reference external" href="http://nbviewer.jupyter.org/github/apache/singa/blob/master/doc/en/docs/notebook/index.ipynb"><img alt="logo" class="align-middle" src="_static/jupyter.png" /></a></td>
 </tr>
 </tbody>
 </table>
@@ -237,7 +239,7 @@
 <div class="section" id="id17">
 <h2>如何贡献<a class="headerlink" href="#id17" title="Permalink to this headline">¶</a></h2>
 <ul class="simple">
-<li>请订阅我们的开发邮件列表 <a class="reference external" href="mailto:dev-subscribe&#37;&#52;&#48;singa&#46;incubator&#46;apache&#46;org">dev-subscribe<span>&#64;</span>singa<span>&#46;</span>incubator<span>&#46;</span>apache<span>&#46;</span>org</a>.</li>
+<li>请订阅我们的开发邮件列表 <a class="reference external" href="mailto:dev-subscribe&#37;&#52;&#48;singa&#46;apache&#46;org">dev-subscribe<span>&#64;</span>singa<span>&#46;</span>apache<span>&#46;</span>org</a>.</li>
 <li>如果您发现使用 SINGA 的任何问题,请将其报告给 <a class="reference external" href="https://issues.apache.org/jira/browse/singa">Issue Tracker</a>.</li>
 <li>您也可以直接联系 <a class="reference external" href="community/team-list.html">SINGA 提交者</a>.</li>
 </ul>
@@ -272,10 +274,6 @@
 <h2>许可证<a class="headerlink" href="#id23" title="Permalink to this headline">¶</a></h2>
 <p>SINGA 在 <a class="reference external" href="http://www.apache.org/licenses/LICENSE-2.0">Apache License Version 2.0</a> 许可证下发布.</p>
 </div>
-<div class="section" id="id24">
-<h2>免责声明(英文)<a class="headerlink" href="#id24" title="Permalink to this headline">¶</a></h2>
-<p>Apache SINGA is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.</p>
-</div>
 </div>
 
 
@@ -323,50 +321,61 @@
   
     
   
+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../index.html">English</a></dd>
+      <dd><a href="./index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+    </dl>
+
+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
+  <br>
+  <a href="https://github.com/apache/singa" class="fa fa-github"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+
+</div>
+
+<a href="https://github.com/apache/singa">
+  <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
+    src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png" alt="Fork me on GitHub">
+</a>
+
  
- <div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
-   <span class="rst-current-version" data-toggle="rst-current-version">
-     <span class="fa fa-book"> incubator-singa </span>
-     v: latest
-     <span class="fa fa-caret-down"></span>
-   </span>
-   <div class="rst-other-versions">
-       <dl>
-           <dt>Languages</dt>
-           <dd><a href="../index.html">English</a></dd>
-           <dd><a href="./index.html">中文</a></dd>
-       </dl>
-       <dl>
-           <dt>Versions</dt>
-           <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
-           <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
-       </dl>
- 
-   </div>
-   <a href="http://www.apache.org" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
-   <a href="http://www.apache.org/events/current-event" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
-   <a href="http://www.apache.org/foundation/sponsorship.html" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
-   <a href="http://www.apache.org/licenses/" style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
-   <br>
-   <a href="https://github.com/apache/incubator-singa" class="fa fa-github" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-   <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
-   <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
- 
- </div>
- 
-  <a href="https://github.com/apache/incubator-singa">
-     <img style="position: absolute; top: 0; right: 0; border: 0; z-index: 10000;"
-         src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"
-         alt="Fork me on GitHub">
- </a>
- 
-  
- 
+
 
 </body>
 </html>
\ No newline at end of file
diff --git a/content/zh/objects.inv b/content/zh/objects.inv
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index 2798dba..9b8dc9e 100644
--- a/content/zh/search.html
+++ b/content/zh/search.html
@@ -1,5 +1,5 @@
 
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+
 
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@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Search &mdash; incubator-singa 2.0.0 documentation</title>
+  <title>Search &mdash; singa 2.0.0 documentation</title>
   
 
   
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     <link rel="index" title="Index" href="genindex.html" />
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+<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.0.13/css/all.css"
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-            <a href="index.html" class="icon icon-home"> incubator-singa
+            <a href="index.html" class="icon icon-home"> singa
           
 
           
@@ -138,7 +140,7 @@
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           <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
-          <a href="index.html">incubator-singa</a>
+          <a href="index.html">singa</a>
         
       </nav>
 
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+
+<div class="rst-versions" data-toggle="rst-versions" role="note" aria-label="versions">
+  <span class="rst-current-version" data-toggle="rst-current-version">
+    <span class="fa fa-book"> singa </span>
+    v: latest
+    <span class="fa fa-caret-down"></span>
+  </span>
+  <div class="rst-other-versions">
+    <dl>
+      <dt>Languages</dt>
+      <dd><a href="../index.html">English</a></dd>
+      <dd><a href="./index.html">中文</a></dd>
+    </dl>
+    <dl>
+      <dt>Versions</dt>
+      <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+      <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+  </div>
+  <a href="http://www.apache.org"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Foundation</a>
+  <a href="http://www.apache.org/events/current-event"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Events</a>
+  <a href="http://www.apache.org/foundation/thanks.html"
+    style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
+  <a href="http://www.apache.org/foundation/sponsorship.html"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">Sponsorship</a>
+  <a href="http://www.apache.org/licenses/"
+    style="color:lightblue;padding: 5px; font-size: 10px;  text-align: center; text-decoration: none; margin: 5px 2px;">License</a>
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+  <a href="https://github.com/apache/singa" class="fa fa-github"
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+  <a href="https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c" class="fab fa-aws"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://hub.docker.com/r/apache/singa/" class="fab fa-docker"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.linkedin.com/groups/13550034" class="fa fa-linkedin"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://twitter.com/ApacheSinga" class="fa fa-twitter"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
+  <a href="https://www.researchgate.net/project/Apache-SINGA" class="fab fa-researchgate"
+    style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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-   <a href="http://www.apache.org/foundation/thanks.html" style="color:lightblue;padding: 5px; font-size: 10px; text-align: center; text-decoration: none; margin: 5px 2px;">Thanks</a>
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-   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/" class="fa fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: center; text-decoration: none; margin: 5px 2px;"></a>
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- 
-  
- 
+
 
 
 </body>
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