svn commit: r1857909 [1/8] - in /incubator/singa/site/trunk: en/ en/_sources/ en/_sources/community/ en/_sources/develop/ en/_sources/docs/ en/_sources/releases/ en/_static/ en/community/ en/develop/ en/docs/ en/docs/model_zoo/ en/docs/model_zoo/caffe/...

[wangwei]

Author: wangwei
Date: Sun Apr 21 13:28:28 2019
New Revision: 1857909

URL: http://svn.apache.org/viewvc?rev=1857909&view=rev
Log:
update the docs by jenkins for commit 7c109b7

Added:
    incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_2.0.0.md.txt
    incubator/singa/site/trunk/en/releases/RELEASE_NOTES_2.0.0.html
Modified:
    incubator/singa/site/trunk/en/.buildinfo
    incubator/singa/site/trunk/en/_sources/community/issue-tracking.md.txt
    incubator/singa/site/trunk/en/_sources/develop/contribute-code.md.txt
    incubator/singa/site/trunk/en/_sources/develop/how-contribute.md.txt
    incubator/singa/site/trunk/en/_sources/docs/autograd.md.txt
    incubator/singa/site/trunk/en/_sources/docs/cnn.md.txt
    incubator/singa/site/trunk/en/_sources/docs/dependencies.md.txt
    incubator/singa/site/trunk/en/_sources/docs/docker.md.txt
    incubator/singa/site/trunk/en/_sources/docs/index.rst.txt
    incubator/singa/site/trunk/en/_sources/docs/installation.md.txt
    incubator/singa/site/trunk/en/_sources/docs/neural-net.md.txt
    incubator/singa/site/trunk/en/_sources/docs/software_stack.md.txt
    incubator/singa/site/trunk/en/_sources/downloads.md.txt
    incubator/singa/site/trunk/en/_sources/index.rst.txt
    incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.1.0.md.txt
    incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.2.0.md.txt
    incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.3.0.md.txt
    incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.0.0.md.txt
    incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.1.0.md.txt
    incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.2.0.md.txt
    incubator/singa/site/trunk/en/_static/style.css
    incubator/singa/site/trunk/en/community/issue-tracking.html
    incubator/singa/site/trunk/en/community/mail-lists.html
    incubator/singa/site/trunk/en/community/source-repository.html
    incubator/singa/site/trunk/en/community/team-list.html
    incubator/singa/site/trunk/en/develop/contribute-code.html
    incubator/singa/site/trunk/en/develop/contribute-docs.html
    incubator/singa/site/trunk/en/develop/how-contribute.html
    incubator/singa/site/trunk/en/develop/how-to-release.html
    incubator/singa/site/trunk/en/develop/schedule.html
    incubator/singa/site/trunk/en/docs.html
    incubator/singa/site/trunk/en/docs/autograd.html
    incubator/singa/site/trunk/en/docs/cnn.html
    incubator/singa/site/trunk/en/docs/converter.html
    incubator/singa/site/trunk/en/docs/data.html
    incubator/singa/site/trunk/en/docs/dependencies.html
    incubator/singa/site/trunk/en/docs/device.html
    incubator/singa/site/trunk/en/docs/docker.html
    incubator/singa/site/trunk/en/docs/image_tool.html
    incubator/singa/site/trunk/en/docs/index.html
    incubator/singa/site/trunk/en/docs/initializer.html
    incubator/singa/site/trunk/en/docs/install_macos1013.html
    incubator/singa/site/trunk/en/docs/install_win.html
    incubator/singa/site/trunk/en/docs/installation.html
    incubator/singa/site/trunk/en/docs/layer.html
    incubator/singa/site/trunk/en/docs/loss.html
    incubator/singa/site/trunk/en/docs/metric.html
    incubator/singa/site/trunk/en/docs/model_zoo/caffe/README.html
    incubator/singa/site/trunk/en/docs/model_zoo/char-rnn/README.html
    incubator/singa/site/trunk/en/docs/model_zoo/cifar10/README.html
    incubator/singa/site/trunk/en/docs/model_zoo/examples/caffe/README.html
    incubator/singa/site/trunk/en/docs/model_zoo/examples/char-rnn/README.html
    incubator/singa/site/trunk/en/docs/model_zoo/examples/cifar10/README.html
    
incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/alexnet/README.html
    
incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/densenet/README.html
    
incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/googlenet/README.html
    
incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/inception/README.html
    
incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/resnet/README.html
    
incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/vgg/README.html
    incubator/singa/site/trunk/en/docs/model_zoo/examples/index.html
    incubator/singa/site/trunk/en/docs/model_zoo/examples/mnist/README.html
    incubator/singa/site/trunk/en/docs/model_zoo/imagenet/alexnet/README.html
    incubator/singa/site/trunk/en/docs/model_zoo/imagenet/googlenet/README.html
    incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html
    incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html
    incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html
    incubator/singa/site/trunk/en/docs/model_zoo/index.html
    incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html
    incubator/singa/site/trunk/en/docs/net.html
    incubator/singa/site/trunk/en/docs/neural-net.html
    incubator/singa/site/trunk/en/docs/notebook/README.html
    incubator/singa/site/trunk/en/docs/optimizer.html
    incubator/singa/site/trunk/en/docs/security.html
    incubator/singa/site/trunk/en/docs/snapshot.html
    incubator/singa/site/trunk/en/docs/software_stack.html
    incubator/singa/site/trunk/en/docs/tensor.html
    incubator/singa/site/trunk/en/docs/utils.html
    incubator/singa/site/trunk/en/downloads.html
    incubator/singa/site/trunk/en/genindex.html
    incubator/singa/site/trunk/en/index.html
    incubator/singa/site/trunk/en/objects.inv
    incubator/singa/site/trunk/en/py-modindex.html
    incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html
    incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html
    incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html
    incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.0.0.html
    incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.1.0.html
    incubator/singa/site/trunk/en/releases/RELEASE_NOTES_1.2.0.html
    incubator/singa/site/trunk/en/search.html
    incubator/singa/site/trunk/en/searchindex.js
    incubator/singa/site/trunk/zh/.buildinfo
    incubator/singa/site/trunk/zh/_sources/community/source-repository.md.txt
    incubator/singa/site/trunk/zh/_sources/docs/data.md.txt
    incubator/singa/site/trunk/zh/_sources/docs/image_tool.md.txt
    incubator/singa/site/trunk/zh/_sources/docs/initializer.md.txt
    incubator/singa/site/trunk/zh/_sources/docs/layer.md.txt
    incubator/singa/site/trunk/zh/_sources/docs/optimizer.md.txt
    incubator/singa/site/trunk/zh/_sources/docs/snapshot.md.txt
    incubator/singa/site/trunk/zh/_sources/docs/utils.md.txt
    incubator/singa/site/trunk/zh/_sources/downloads.md.txt
    incubator/singa/site/trunk/zh/_sources/index.rst.txt
    incubator/singa/site/trunk/zh/_static/style.css
    incubator/singa/site/trunk/zh/community/issue-tracking.html
    incubator/singa/site/trunk/zh/community/mail-lists.html
    incubator/singa/site/trunk/zh/community/source-repository.html
    incubator/singa/site/trunk/zh/community/team-list.html
    incubator/singa/site/trunk/zh/develop/contribute-code.html
    incubator/singa/site/trunk/zh/develop/how-contribute.html
    incubator/singa/site/trunk/zh/develop/schedule.html
    incubator/singa/site/trunk/zh/docs.html
    incubator/singa/site/trunk/zh/docs/data.html
    incubator/singa/site/trunk/zh/docs/device.html
    incubator/singa/site/trunk/zh/docs/image_tool.html
    incubator/singa/site/trunk/zh/docs/index.html
    incubator/singa/site/trunk/zh/docs/initializer.html
    incubator/singa/site/trunk/zh/docs/install_macos1013.html
    incubator/singa/site/trunk/zh/docs/install_win.html
    incubator/singa/site/trunk/zh/docs/installation.html
    incubator/singa/site/trunk/zh/docs/layer.html
    incubator/singa/site/trunk/zh/docs/loss.html
    incubator/singa/site/trunk/zh/docs/metric.html
    incubator/singa/site/trunk/zh/docs/model_zoo/char-rnn/README.html
    incubator/singa/site/trunk/zh/docs/model_zoo/cifar10/README.html
    incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/alexnet/README.html
    incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/densenet/README.html
    incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/googlenet/README.html
    incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/inception/README.html
    incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/resnet/README.html
    incubator/singa/site/trunk/zh/docs/model_zoo/imagenet/vgg/README.html
    incubator/singa/site/trunk/zh/docs/model_zoo/index.html
    incubator/singa/site/trunk/zh/docs/model_zoo/mnist/README.html
    incubator/singa/site/trunk/zh/docs/net.html
    incubator/singa/site/trunk/zh/docs/optimizer.html
    incubator/singa/site/trunk/zh/docs/snapshot.html
    incubator/singa/site/trunk/zh/docs/software_stack.html
    incubator/singa/site/trunk/zh/docs/tensor.html
    incubator/singa/site/trunk/zh/docs/utils.html
    incubator/singa/site/trunk/zh/downloads.html
    incubator/singa/site/trunk/zh/genindex.html
    incubator/singa/site/trunk/zh/index.html
    incubator/singa/site/trunk/zh/search.html
    incubator/singa/site/trunk/zh/searchindex.js

Modified: incubator/singa/site/trunk/en/.buildinfo
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/.buildinfo?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/.buildinfo (original)
+++ incubator/singa/site/trunk/en/.buildinfo Sun Apr 21 13:28:28 2019
@@ -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: 93090c5c078e91567e5f37e078e15f6b
+config: 0987bc70c27c8725489b483394845970
 tags: 645f666f9bcd5a90fca523b33c5a78b7

Modified: incubator/singa/site/trunk/en/_sources/community/issue-tracking.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/community/issue-tracking.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/community/issue-tracking.md.txt 
(original)
+++ incubator/singa/site/trunk/en/_sources/community/issue-tracking.md.txt Sun 
Apr 21 13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 ## Issue Tracking
 
 ___

Modified: incubator/singa/site/trunk/en/_sources/develop/contribute-code.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/develop/contribute-code.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/develop/contribute-code.md.txt 
(original)
+++ incubator/singa/site/trunk/en/_sources/develop/contribute-code.md.txt Sun 
Apr 21 13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 ## How to Contribute Code
 
 

Modified: incubator/singa/site/trunk/en/_sources/develop/how-contribute.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/develop/how-contribute.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/develop/how-contribute.md.txt 
(original)
+++ incubator/singa/site/trunk/en/_sources/develop/how-contribute.md.txt Sun 
Apr 21 13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # How to Contribute to SINGA
 
 As with any open source project, there are several ways you can help:
@@ -7,3 +25,12 @@ As with any open source project, there a
 * Report bugs, feature requests and other issues in the [issue 
tracking](http://singa.apache.org/en/community/issue-tracking.html) application.
 * Check SINGA's [development 
schedule](http://singa.apache.org/en/develop/schedule.html) and [contribute 
code](http://singa.apache.org/en/develop/contribute-code.html) by providing 
patches.
 * [Help with the 
documentation](http://singa.apache.org/en/develop/contribute-docs.html) by 
updating webpages that are lacking or unclear.
+
+
+# How to become a SINGA committer
+
+SINGA committers are members that have write access to SINGA code and 
documentation repositories. They can contribute by themselves and accept other 
contributions.
+
+Becoming a SINGA committer requires understanding the Apache Way and being an 
active member in the SINGA project. An active member participates on mailing 
lists, answers questions, contributes code, tests and documentation, presents 
SINGA in talks and seminars, verifies releases and report issues or feature 
requests.
+
+New committers can be suggested by current committers or PPMC members, and 
voted upon by the PPMC according to Apache guidelines. You can start by talking 
to other committers and ask for their advice and guidance.

Modified: incubator/singa/site/trunk/en/_sources/docs/autograd.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/autograd.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/autograd.md.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/autograd.md.txt Sun Apr 21 
13:28:28 2019
@@ -1,4 +1,24 @@
-# Autograd in Singa
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+
+# Autograd in Singa
 
 There are two typical ways to implement autograd, via symbolic differentiation 
like [Theano](http://deeplearning.net/software/theano/index.html) or reverse 
differentiation like 
[Pytorch](https://pytorch.org/docs/stable/notes/autograd.html). Singa follows 
Pytorch way, which records the computation graph and apply the backward 
propagation automatically after forward propagation. The autograd algorithm is 
explained in details 
[here](https://pytorch.org/docs/stable/notes/autograd.html). We explain the 
relevant modules in Singa and give an example to illustrate the usage. 
 

Modified: incubator/singa/site/trunk/en/_sources/docs/cnn.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/cnn.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/cnn.md.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/cnn.md.txt Sun Apr 21 13:28:28 
2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # Quickstart - Cifar10 example
 Convolution neural network (CNN) is a type of feed-forward artificial neural 
network widely used for image classification. In this example, we will use a 
deep CNN model to do image classification for the [CIFAR10 
dataset](http://www.cs.toronto.edu/~kriz/cifar.html).
 

Modified: incubator/singa/site/trunk/en/_sources/docs/dependencies.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/dependencies.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/dependencies.md.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/dependencies.md.txt Sun Apr 21 
13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # Dependent library installation
 
 ## Windows

Modified: incubator/singa/site/trunk/en/_sources/docs/docker.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/docker.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/docker.md.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/docker.md.txt Sun Apr 21 
13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # Docker Images
 
 
@@ -31,28 +49,23 @@ Dockerfile folder, e.g., tool/docker/dev
 
 The `<TAG>` is named as
 
-    devel|runtime[-OS][-CUDA|OPENCL][-CUDNN]
+    devel|runtime[-CUDA|CPU][-CUDNN]
 
 * devel: development images with all dependent libs' header files installed 
and SINGA's source code; runtime: the minimal images which can run SINGA 
programs.
-* OS: ubuntu, ubuntu14.04, centos, centos6
-* CUDA: cuda, cuda8.0, cuda7.0
-* CUDNN: cudnn, cudnn5, cudnn4
-* OPENCL: opencl, opencl1.2
-
-By default, if the version is not included in the tag, the latest stable 
version is used.
-The default OS is Ubuntu. The version is the latest stable version (e.g., 
16.04 for now).
-For -cuda version, the **cudnn** is included by default. Their versions are 
also the latest stable version, i.e., cuda8.0 and cudnn5 for now.
+* CUDA: cuda10.0, cuda9.0
+* CUDNN: cudnn7
 
-Here are some example tags,
+Here are some example tags:
+
+`devel-cuda9-cudnn7`, `devel-cuda9-cudnn7`, `devel-cuda10-cudnn7`, 
`devel-cpu`, `runtime-gpu` and `runtime-cpu`
 
-`devel`, `devel-cuda`, `runtime`, `runtime-cuda`, `devel-centos7-cuda`, 
`devel-ubuntu14.04`, `devel-ubuntu14.04-cuda7.5-cudnn4`
 
 Please follow the existing Dockefiles under tool/docker/ to create other 
Dockefiles.
 The folder structure is like
 
     level1: devel|runtime
     level2: Dockerfile, OS
-    level3: Dockerfile, CUDA|OPENCL
-    level4: CUDNN
+    level3: Dockerfile, CUDA|MKLDNN
+
 
-For example, the path of the Dockerfile for `devel-cuda` is 
`tool/docker/devel/cuda/Dockerfile`.
+For example, the path of the Dockerfile for `devel-cuda9-cudnn7` is 
`tool/docker/devel/ubuntu/cuda9/Dockerfile`.

Modified: incubator/singa/site/trunk/en/_sources/docs/index.rst.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/index.rst.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/index.rst.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/index.rst.txt Sun Apr 21 
13:28:28 2019
@@ -31,6 +31,7 @@ Documentation
    loss
    metric
    optimizer
+   autograd
    data
    image_tool
    snapshot
@@ -38,3 +39,4 @@ Documentation
    utils
    model_zoo/index
    security
+   

Modified: incubator/singa/site/trunk/en/_sources/docs/installation.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/installation.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/installation.md.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/installation.md.txt Sun Apr 21 
13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # Installation
 
 ## From Conda
@@ -18,11 +36,7 @@ SINGA.
         conda install -c nusdbsystem singa-gpu
 
 
-      It is equivalent to
-
-          conda install -c nusdbsystem singa=1.1.1=py36_cuda9.0_cudnn7.1.2
-
-      CUDA 9.0 must be installed before executing the above command. Singa
+      CUDA driver (for CUDA >=9.0) must be installed before executing the 
above command. Singa
       packages for other CUDA versions are also available. The following 
instruction
       lists all the available Singa packages.
 
@@ -55,18 +69,15 @@ To install conda-build (after installing
 
 To build the CPU version of SINGA
 
-    export BUILD_STR=cpu
-    conda build tool/conda/singa/ --python 3.6 (or --python 2.7)
-
+    conda build tool/conda/singa/ --python 3.6
 The above commands have been tested on Ubuntu 16.04 and Mac OSX.
 Refer to the [Travis-CI page](https://travis-ci.org/apache/incubator-singa) 
for more information.
 
 
 To build the GPU version of SINGA
 
-    export BUILD_STR=cudax.y-cudnna.b.c (e.g. cuda9.0-cudnn7.1.2)
-    export CUDNN_PATH=<path to cudnn folder>
-    conda build tool/conda/singa/ --python 3.6 (or --python 2.7)
+    export CUDA=x.y (e.g. 9.0)
+    conda build tool/conda/singa/ --python 3.6
 
 The commands for building on GPU platforms have been tested on Ubuntu 16.04 
(cuDNN>=7 and CUDA>=9).
 [Nvidia's Docker image](https://hub.docker.com/r/nvidia/cuda/) provides the 
building
@@ -97,9 +108,9 @@ for the instructions of installing them
 
     * `USE_MODULES=ON`, used if protobuf and blas are not installed a prior
     * `USE_CUDA=ON`, used if CUDA and cuDNN is available
-    * `USE_PYTHON=ON`, used for compiling PySINGA
     * `USE_PYTHON3=ON`, used for compiling with Python 3 support. (The default 
is Python 2)
     * `USE_OPENCL=ON`, used for compiling with OpenCL support
+    * `USE_MKLDNN=ON`, used for compiling with Intel MKL-dnn support
     * `PACKAGE=ON`, used for building the Debian package
     * `ENABLE_TEST`, used for compiling unit test cases
 
@@ -203,6 +214,21 @@ To build SINGA with OpenCL support (test
 
     $ cmake -DUSE_OPENCL=ON ..
     $ make
+    
+#### USE_MKLDNN
+
+User can enable MKL-DNN to enhance the performance of CPU computation.
+
+Installation guide of MKL-DNN could be found 
[here](https://github.com/intel/mkl-dnn#installation).
+
+SINGA has been tested over MKL-DNN v0.17.2.
+
+To build SINGA with MKL-DNN support:
+
+    # Dependent libs are installed already
+    $ cmake -DUSE_MKLDNN=ON ..
+    $ make
+
 
 #### PACKAGE
 

Modified: incubator/singa/site/trunk/en/_sources/docs/neural-net.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/neural-net.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/neural-net.md.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/neural-net.md.txt Sun Apr 21 
13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # Neural Net
 
 

Modified: incubator/singa/site/trunk/en/_sources/docs/software_stack.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/software_stack.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/software_stack.md.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/software_stack.md.txt Sun Apr 
21 13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # Software Stack
 
 SINGA's software stack includes three major components, namely, core, IO and

Modified: incubator/singa/site/trunk/en/_sources/downloads.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/downloads.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/downloads.md.txt (original)
+++ incubator/singa/site/trunk/en/_sources/downloads.md.txt Sun Apr 21 13:28:28 
2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 ## Download SINGA
 
 * To verify the downloaded tar.gz file, download the KEY and ASC files and 
then execute the following commands
@@ -8,9 +26,23 @@
   You can also check the SHA512 or MD5 values to see if the download is 
completed.
 
 
+* v2.0.0 (20 April 2019):
+    * [Apache SINGA 
2.0.0](http://www.apache.org/dyn/closer.cgi/incubator/singa/2.0.0/apache-singa-incubating-2.0.0.tar.gz)
+      
[\[SHA512\]](https://www.apache.org/dist/incubator/singa/2.0.0/apache-singa-incubating-2.0.0.tar.gz.sha512)
+      [\[KEYS\]](https://www.apache.org/dist/incubator/singa/2.0.0/KEYS)
+      
[\[ASC\]](https://www.apache.org/dist/incubator/singa/2.0.0/apache-singa-incubating-2.0.0.tar.gz.asc)
+    * [Release Notes 2.0.0](releases/RELEASE_NOTES_2.0.0.html)
+    * New features and major updates,
+      * Enhance autograd (for Convolution networks and recurrent networks)
+      * Support ONNX
+      * Improve the CPP operations via Intel MKL DNN lib
+      * Implement tensor broadcasting
+      * Move Docker images under Apache user name
+      * Update depdent lib versions in conda-build config
+       
 
 * v1.2.0 (6 June 2018):
-    * [Apache SINGA 
1.2.0](http://www.apache.org/dyn/closer.cgi/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz)
+    * [Apache SINGA 
1.2.0](https://archive.apache.org/dist/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz)
       
[\[SHA512\]](https://www.apache.org/dist/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.sha512)
       [\[KEYS\]](https://www.apache.org/dist/incubator/singa/1.2.0/KEYS)
       
[\[ASC\]](https://www.apache.org/dist/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.asc)
@@ -30,7 +62,7 @@
 
 
 * v1.1.0 (12 February 2017):
-    * [Apache SINGA 
1.1.0](http://www.apache.org/dyn/closer.cgi/incubator/singa/1.1.0/apache-singa-incubating-1.1.0.tar.gz)
+    * [Apache SINGA 
1.1.0](https://archive.apache.org/dist/incubator/singa/1.1.0/apache-singa-incubating-1.1.0.tar.gz)
       
[\[MD5\]](https://archive.apache.org/dist/incubator/singa/1.1.0/apache-singa-incubating-1.1.0.tar.gz.md5)
       [\[KEYS\]](https://archive.apache.org/dist/incubator/singa/1.1.0/KEYS)
       
[\[ASC\]](https://archive.apache.org/dist/incubator/singa/1.1.0/apache-singa-incubating-1.1.0.tar.gz.asc)

Modified: incubator/singa/site/trunk/en/_sources/index.rst.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/index.rst.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/index.rst.txt (original)
+++ incubator/singa/site/trunk/en/_sources/index.rst.txt Sun Apr 21 13:28:28 
2019
@@ -20,6 +20,9 @@ Welcome to Apache SINGA
 
 Recent News
 -----------
+* **Version 2.0.0** is now available, 20 April, 2019. `Download SINGA v2.0.0 
<downloads.html>`_
+
+* SINGA was presented at `DISI, University of Trento, Italy 
<https://www.disi.unitn.it/>`_ on 14 December 2018.
 
 * SINGA was presented at `DIBRIS, University of Genoa, Italy 
<https://www.dibris.unige.it/>`_ on 16 July 2018.
 
@@ -63,7 +66,7 @@ Getting Started
 ---------------
 * `Install SINGA <docs/installation.html>`_ via conda, apt-get, or from source.
 
-* Try SINGA on `AWS <https://aws.amazon.com/marketplace/pp/B01NAUAWZW>`_ or 
via `Docker <https://hub.docker.com/r/nusdbsystem/singa/>`_.
+* 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.
 
@@ -80,7 +83,7 @@ Documentation
 -------------
 
 * Documentation and Python APIs are listed `here <docs.html>`_.
-* `C++ APIs <http://www.comp.nus.edu.sg/~dbsystem/singa/api/>`_ are generated 
by Doxygen.
+* `C++ APIs <../doxygen/html/index.html>`_ are generated by Doxygen.
 * Research publication list is available `here 
<http://www.comp.nus.edu.sg/~dbsystem/singa/research/publication/>`_.
 
 How to contribute
@@ -102,7 +105,11 @@ Please cite the following two papers if
 
 * B. C. Ooi, K.-L. Tan, S. Wang, W. Wang, Q. Cai, G. Chen, J. Gao, Z. Luo, A. 
K. H. Tung, Y. Wang, Z. Xie, M. Zhang, and K. Zheng. `SINGA: A distributed deep 
learning platform <http://www.comp.nus.edu.sg/~ooibc/singaopen-mm15.pdf>`_. ACM 
Multimedia (Open Source Software Competition) 2015 (`BibTex 
<http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/bib-oss.txt>`_).
 
-* W. Wang, G. Chen, T. T. A. Dinh, B. C. Ooi, K.-L.Tan, J. Gao, and S. Wang. 
`SINGA: putting deep learning in the hands of multimedia users 
<http://www.comp.nus.edu.sg/~ooibc/singa-mm15.pdf>`_. ACM Multimedia 2015 
(`BibTex 
<http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/bib-singa.txt>`_, 
`Slides <files/mm2015.ppt>`_).
+* W. Wang, G. Chen, T. T. A. Dinh, B. C. Ooi, K.-L.Tan, J. Gao, and S. Wang. 
`SINGA: putting deep learning in the hands of multimedia users 
<http://www.comp.nus.edu.sg/~ooibc/singa-mm15.pdf>`_. ACM Multimedia 2015 
(`BibTex 
<http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/bib-singa.txt>`_, 
`Slides <http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/mm2015.ppt>`_).
+
+Rafiki is a sub module of SINGA. Please cite the following paper if you use 
Rafiki in your research:
+
+* Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, 
Beng Chin Ooi, Jie Shao, Moaz Reyad. `Rafiki: Machine Learning as an Analytics 
Service System <http://www.vldb.org/pvldb/vol12/p128-wang.pdf>`_. `VLDB 2019 
<http://vldb.org/2019/>`_ (`BibTex 
<https://dblp.org/rec/bib2/journals/pvldb/WangWGZCNOS18.bib>`_).
 
 Companies like `NetEase 
<http://tech.163.com/17/0602/17/CLUL016I00098GJ5.html>`_, `yzBigData 
<http://www.yzbigdata.com/en/index.html>`_ and `Shentilium 
<https://shentilium.com/>`_ are using SINGA for their applications.
 

Modified: 
incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.1.0.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.1.0.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.1.0.md.txt 
(original)
+++ incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.1.0.md.txt 
Sun Apr 21 13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # singa-incubating-0.1.0 Release Notes
 
 ---

Modified: 
incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.2.0.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.2.0.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.2.0.md.txt 
(original)
+++ incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.2.0.md.txt 
Sun Apr 21 13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # singa-incubating-0.2.0 Release Notes
 
 ---

Modified: 
incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.3.0.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.3.0.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.3.0.md.txt 
(original)
+++ incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_0.3.0.md.txt 
Sun Apr 21 13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # singa-incubating-0.3.0 Release Notes
 
 ---

Modified: 
incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.0.0.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.0.0.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.0.0.md.txt 
(original)
+++ incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.0.0.md.txt 
Sun Apr 21 13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # singa-incubating-1.0.0 Release Notes
 
 ---

Modified: 
incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.1.0.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.1.0.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.1.0.md.txt 
(original)
+++ incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.1.0.md.txt 
Sun Apr 21 13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # singa-incubating-1.1.0 Release Notes
 
 ---

Modified: 
incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.2.0.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.2.0.md.txt?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.2.0.md.txt 
(original)
+++ incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_1.2.0.md.txt 
Sun Apr 21 13:28:28 2019
@@ -1,3 +1,21 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
 # singa-incubating-1.2.0 Release Notes
 
 ---

Added: 
incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_2.0.0.md.txt
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_2.0.0.md.txt?rev=1857909&view=auto
==============================================================================
--- incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_2.0.0.md.txt 
(added)
+++ incubator/singa/site/trunk/en/_sources/releases/RELEASE_NOTES_2.0.0.md.txt 
Sun Apr 21 13:28:28 2019
@@ -0,0 +1,64 @@
+<!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing,
+    software distributed under the License is distributed on an
+    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+    KIND, either express or implied.  See the License for the
+    specific language governing permissions and limitations
+    under the License.
+-->
+
+# singa-incubating-2.0.0 Release Notes
+
+---
+
+SINGA is a general distributed deep learning platform for training big deep
+learning models over large datasets.
+
+This release includes following features:
+
+  * Core components
+    * [SINGA-434] Support tensor broadcasting
+    * [SINGA-370] Improvement to tensor reshape and various misc. changes 
related to SINGA-341 and 351
+
+  * Model components
+    * [SINGA-333] Add support for Open Neural Network Exchange (ONNX) format
+    * [SINGA-385] Add new python module for optimizers
+    * [SINGA-394] Improve the CPP operations via Intel MKL DNN lib
+    * [SINGA-425] Add 3 operators , Abs(), Exp() and leakyrelu(), for Autograd 
+    * [SINGA-410] Add two function, set_params() and get_params(), for 
Autograd Layer class
+    * [SINGA-383] Add Separable Convolution for autograd
+    * [SINGA-388] Develop some RNN layers by calling tiny operations like 
matmul, addbias.
+    * [SINGA-382] Implement concat operation for autograd    
+    * [SINGA-378] Implement maxpooling operation and its related functions for 
autograd
+    * [SINGA-379] Implement batchnorm operation and its related functions for 
autograd
+
+  * Utility functions and CI
+    * [SINGA-432] Update depdent lib versions in conda-build config
+    * [SINGA-429] Update docker images for latest cuda and cudnn
+    * [SINGA-428] Move Docker images under Apache user name
+
+  * Documentation and usability
+    * [SINGA-395] Add documentation for autograd APIs
+    * [SINGA-344] Add a GAN example
+    * [SINGA-390] Update installation.md
+    * [SINGA-384] Implement ResNet using autograd API
+    * [SINGA-352] Complete SINGA documentation in Chinese version
+      
+
+  * Bugs fixed
+    * [SINGA-431] Unit Test failed - Tensor Transpose
+    * [SINGA-422] ModuleNotFoundError: No module named "_singa_wrap"
+    * [SINGA-418] Unsupportive type 'long' in python3.  
+    * [SINGA-409] Basic `singa-cpu` import throws error
+    * [SINGA-408] Unsupportive function definition in python3
+    * [SINGA-380] Fix bugs from Reshape  

Modified: incubator/singa/site/trunk/en/_static/style.css
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_static/style.css?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_static/style.css (original)
+++ incubator/singa/site/trunk/en/_static/style.css Sun Apr 21 13:28:28 2019
@@ -1,3 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+
 .wy-nav-content {
     max-width: none;
 }

Modified: incubator/singa/site/trunk/en/community/issue-tracking.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/community/issue-tracking.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/community/issue-tracking.html (original)
+++ incubator/singa/site/trunk/en/community/issue-tracking.html Sun Apr 21 
13:28:28 2019
@@ -107,6 +107,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" 
href="../develop/how-contribute.html#how-to-become-a-singa-committer">How to 
become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/contribute-docs.html">How to Contribute to 
Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/how-to-release.html">How to prepare a release</a></li>
@@ -179,7 +180,25 @@
           <div role="main" class="document" itemscope="itemscope" 
itemtype="http://schema.org/Article";>
            <div itemprop="articleBody">
             
-  <div class="section" id="issue-tracking">
+  <!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at<div 
class="highlight-default notranslate"><div class="highlight"><pre><span></span> 
 <span class="n">http</span><span class="p">:</span><span 
class="o">//</span><span class="n">www</span><span class="o">.</span><span 
class="n">apache</span><span class="o">.</span><span class="n">org</span><span 
class="o">/</span><span class="n">licenses</span><span class="o">/</span><span 
class="n">LICENSE</span><span class="o">-</span><span class="mf">2.0</span>
+
+<span class="n">Unless</span> <span class="n">required</span> <span 
class="n">by</span> <span class="n">applicable</span> <span 
class="n">law</span> <span class="ow">or</span> <span class="n">agreed</span> 
<span class="n">to</span> <span class="ow">in</span> <span 
class="n">writing</span><span class="p">,</span>
+<span class="n">software</span> <span class="n">distributed</span> <span 
class="n">under</span> <span class="n">the</span> <span 
class="n">License</span> <span class="ow">is</span> <span 
class="n">distributed</span> <span class="n">on</span> <span class="n">an</span>
+<span class="s2">&quot;AS IS&quot;</span> <span class="n">BASIS</span><span 
class="p">,</span> <span class="n">WITHOUT</span> <span 
class="n">WARRANTIES</span> <span class="n">OR</span> <span 
class="n">CONDITIONS</span> <span class="n">OF</span> <span class="n">ANY</span>
+<span class="n">KIND</span><span class="p">,</span> <span 
class="n">either</span> <span class="n">express</span> <span 
class="ow">or</span> <span class="n">implied</span><span class="o">.</span>  
<span class="n">See</span> <span class="n">the</span> <span 
class="n">License</span> <span class="k">for</span> <span class="n">the</span>
+<span class="n">specific</span> <span class="n">language</span> <span 
class="n">governing</span> <span class="n">permissions</span> <span 
class="ow">and</span> <span class="n">limitations</span>
+<span class="n">under</span> <span class="n">the</span> <span 
class="n">License</span><span class="o">.</span>
+</pre></div>
+</div>
+<p>–&gt;</p>
+<div class="section" id="issue-tracking">
 <span id="issue-tracking"></span><h1>Issue Tracking<a class="headerlink" 
href="#issue-tracking" title="Permalink to this headline">¶</a></h1>
 <hr class="docutils" />
 <p>SINGA uses <a class="reference external" 
href="https://www.atlassian.com/software/jira";>JIRA</a> a J2EE-based, issue 
tracking and project management application.</p>
@@ -209,7 +228,7 @@
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -279,7 +298,7 @@
 
   <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/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034"; class="fa fa-linkedin" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga"; class="fa fa-twitter" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/"; class="fa 
fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: 
center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/community/mail-lists.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/community/mail-lists.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/community/mail-lists.html (original)
+++ incubator/singa/site/trunk/en/community/mail-lists.html Sun Apr 21 13:28:28 
2019
@@ -107,6 +107,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" 
href="../develop/how-contribute.html#how-to-become-a-singa-committer">How to 
become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/contribute-docs.html">How to Contribute to 
Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/how-to-release.html">How to prepare a release</a></li>
@@ -236,7 +237,7 @@
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -306,7 +307,7 @@
 
   <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/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034"; class="fa fa-linkedin" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga"; class="fa fa-twitter" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/"; class="fa 
fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: 
center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/community/source-repository.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/community/source-repository.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/community/source-repository.html (original)
+++ incubator/singa/site/trunk/en/community/source-repository.html Sun Apr 21 
13:28:28 2019
@@ -107,6 +107,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" 
href="../develop/how-contribute.html#how-to-become-a-singa-committer">How to 
become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/contribute-docs.html">How to Contribute to 
Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/how-to-release.html">How to prepare a release</a></li>
@@ -248,7 +249,7 @@ git push asf master:master
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -318,7 +319,7 @@ git push asf master:master
 
   <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/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034"; class="fa fa-linkedin" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga"; class="fa fa-twitter" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/"; class="fa 
fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: 
center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/community/team-list.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/community/team-list.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/community/team-list.html (original)
+++ incubator/singa/site/trunk/en/community/team-list.html Sun Apr 21 13:28:28 
2019
@@ -106,6 +106,7 @@
 <ul>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" 
href="../develop/how-contribute.html#how-to-become-a-singa-committer">How to 
become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/contribute-docs.html">How to Contribute to 
Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="../develop/how-to-release.html">How to prepare a release</a></li>
@@ -332,7 +333,7 @@
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -402,7 +403,7 @@
 
   <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/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034"; class="fa fa-linkedin" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga"; class="fa fa-twitter" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/"; class="fa 
fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: 
center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/develop/contribute-code.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/develop/contribute-code.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/develop/contribute-code.html (original)
+++ incubator/singa/site/trunk/en/develop/contribute-code.html Sun Apr 21 
13:28:28 2019
@@ -107,6 +107,7 @@
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" 
href="schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" 
href="how-contribute.html#how-to-become-a-singa-committer">How to become a 
SINGA committer</a></li>
 <li class="toctree-l1 current"><a class="current reference internal" 
href="#">How to Contribute Code</a><ul>
 <li class="toctree-l2"><a class="reference internal" 
href="#coding-style">Coding Style</a></li>
 <li class="toctree-l2"><a class="reference internal" href="#jira-format">JIRA 
format</a></li>
@@ -184,7 +185,25 @@
           <div role="main" class="document" itemscope="itemscope" 
itemtype="http://schema.org/Article";>
            <div itemprop="articleBody">
             
-  <div class="section" id="how-to-contribute-code">
+  <!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at<div 
class="highlight-default notranslate"><div class="highlight"><pre><span></span> 
 <span class="n">http</span><span class="p">:</span><span 
class="o">//</span><span class="n">www</span><span class="o">.</span><span 
class="n">apache</span><span class="o">.</span><span class="n">org</span><span 
class="o">/</span><span class="n">licenses</span><span class="o">/</span><span 
class="n">LICENSE</span><span class="o">-</span><span class="mf">2.0</span>
+
+<span class="n">Unless</span> <span class="n">required</span> <span 
class="n">by</span> <span class="n">applicable</span> <span 
class="n">law</span> <span class="ow">or</span> <span class="n">agreed</span> 
<span class="n">to</span> <span class="ow">in</span> <span 
class="n">writing</span><span class="p">,</span>
+<span class="n">software</span> <span class="n">distributed</span> <span 
class="n">under</span> <span class="n">the</span> <span 
class="n">License</span> <span class="ow">is</span> <span 
class="n">distributed</span> <span class="n">on</span> <span class="n">an</span>
+<span class="s2">&quot;AS IS&quot;</span> <span class="n">BASIS</span><span 
class="p">,</span> <span class="n">WITHOUT</span> <span 
class="n">WARRANTIES</span> <span class="n">OR</span> <span 
class="n">CONDITIONS</span> <span class="n">OF</span> <span class="n">ANY</span>
+<span class="n">KIND</span><span class="p">,</span> <span 
class="n">either</span> <span class="n">express</span> <span 
class="ow">or</span> <span class="n">implied</span><span class="o">.</span>  
<span class="n">See</span> <span class="n">the</span> <span 
class="n">License</span> <span class="k">for</span> <span class="n">the</span>
+<span class="n">specific</span> <span class="n">language</span> <span 
class="n">governing</span> <span class="n">permissions</span> <span 
class="ow">and</span> <span class="n">limitations</span>
+<span class="n">under</span> <span class="n">the</span> <span 
class="n">License</span><span class="o">.</span>
+</pre></div>
+</div>
+<p>–&gt;</p>
+<div class="section" id="how-to-contribute-code">
 <span id="how-to-contribute-code"></span><h1>How to Contribute Code<a 
class="headerlink" href="#how-to-contribute-code" title="Permalink to this 
headline">¶</a></h1>
 <div class="section" id="coding-style">
 <span id="coding-style"></span><h2>Coding Style<a class="headerlink" 
href="#coding-style" title="Permalink to this headline">¶</a></h2>
@@ -262,7 +281,7 @@ will be automatically updated. For detai
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -332,7 +351,7 @@ will be automatically updated. For detai
 
   <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/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034"; class="fa fa-linkedin" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga"; class="fa fa-twitter" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/"; class="fa 
fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: 
center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/develop/contribute-docs.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/develop/contribute-docs.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/develop/contribute-docs.html (original)
+++ incubator/singa/site/trunk/en/develop/contribute-docs.html Sun Apr 21 
13:28:28 2019
@@ -107,6 +107,7 @@
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" 
href="schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" 
href="how-contribute.html#how-to-become-a-singa-committer">How to become a 
SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1 current"><a class="current reference internal" 
href="#">How to Contribute to Documentation</a><ul>
 <li class="toctree-l2"><a class="reference internal" 
href="#website">Website</a></li>
@@ -258,7 +259,7 @@ $ svn commit -m &quot;commit messages&qu
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -328,7 +329,7 @@ $ svn commit -m &quot;commit messages&qu
 
   <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/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034"; class="fa fa-linkedin" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga"; class="fa fa-twitter" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/"; class="fa 
fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: 
center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/develop/how-contribute.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/develop/how-contribute.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/develop/how-contribute.html (original)
+++ incubator/singa/site/trunk/en/develop/how-contribute.html Sun Apr 21 
13:28:28 2019
@@ -107,6 +107,7 @@
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" 
href="schedule.html">Development Schedule</a></li>
 <li class="toctree-l1 current"><a class="current reference internal" 
href="#">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" 
href="#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="how-to-release.html">How to prepare a release</a></li>
@@ -179,7 +180,25 @@
           <div role="main" class="document" itemscope="itemscope" 
itemtype="http://schema.org/Article";>
            <div itemprop="articleBody">
             
-  <div class="section" id="how-to-contribute-to-singa">
+  <!--
+    Licensed to the Apache Software Foundation (ASF) under one
+    or more contributor license agreements.  See the NOTICE file
+    distributed with this work for additional information
+    regarding copyright ownership.  The ASF licenses this file
+    to you under the Apache License, Version 2.0 (the
+    "License"); you may not use this file except in compliance
+    with the License.  You may obtain a copy of the License at<div 
class="highlight-default notranslate"><div class="highlight"><pre><span></span> 
 <span class="n">http</span><span class="p">:</span><span 
class="o">//</span><span class="n">www</span><span class="o">.</span><span 
class="n">apache</span><span class="o">.</span><span class="n">org</span><span 
class="o">/</span><span class="n">licenses</span><span class="o">/</span><span 
class="n">LICENSE</span><span class="o">-</span><span class="mf">2.0</span>
+
+<span class="n">Unless</span> <span class="n">required</span> <span 
class="n">by</span> <span class="n">applicable</span> <span 
class="n">law</span> <span class="ow">or</span> <span class="n">agreed</span> 
<span class="n">to</span> <span class="ow">in</span> <span 
class="n">writing</span><span class="p">,</span>
+<span class="n">software</span> <span class="n">distributed</span> <span 
class="n">under</span> <span class="n">the</span> <span 
class="n">License</span> <span class="ow">is</span> <span 
class="n">distributed</span> <span class="n">on</span> <span class="n">an</span>
+<span class="s2">&quot;AS IS&quot;</span> <span class="n">BASIS</span><span 
class="p">,</span> <span class="n">WITHOUT</span> <span 
class="n">WARRANTIES</span> <span class="n">OR</span> <span 
class="n">CONDITIONS</span> <span class="n">OF</span> <span class="n">ANY</span>
+<span class="n">KIND</span><span class="p">,</span> <span 
class="n">either</span> <span class="n">express</span> <span 
class="ow">or</span> <span class="n">implied</span><span class="o">.</span>  
<span class="n">See</span> <span class="n">the</span> <span 
class="n">License</span> <span class="k">for</span> <span class="n">the</span>
+<span class="n">specific</span> <span class="n">language</span> <span 
class="n">governing</span> <span class="n">permissions</span> <span 
class="ow">and</span> <span class="n">limitations</span>
+<span class="n">under</span> <span class="n">the</span> <span 
class="n">License</span><span class="o">.</span>
+</pre></div>
+</div>
+<p>–&gt;</p>
+<div class="section" id="how-to-contribute-to-singa">
 <span id="how-to-contribute-to-singa"></span><h1>How to Contribute to SINGA<a 
class="headerlink" href="#how-to-contribute-to-singa" title="Permalink to this 
headline">¶</a></h1>
 <p>As with any open source project, there are several ways you can help:</p>
 <ul class="simple">
@@ -190,6 +209,12 @@
 <li><a class="reference external" 
href="http://singa.apache.org/en/develop/contribute-docs.html";>Help with the 
documentation</a> by updating webpages that are lacking or unclear.</li>
 </ul>
 </div>
+<div class="section" id="how-to-become-a-singa-committer">
+<span id="how-to-become-a-singa-committer"></span><h1>How to become a SINGA 
committer<a class="headerlink" href="#how-to-become-a-singa-committer" 
title="Permalink to this headline">¶</a></h1>
+<p>SINGA committers are members that have write access to SINGA code and 
documentation repositories. They can contribute by themselves and accept other 
contributions.</p>
+<p>Becoming a SINGA committer requires understanding the Apache Way and being 
an active member in the SINGA project. An active member participates on mailing 
lists, answers questions, contributes code, tests and documentation, presents 
SINGA in talks and seminars, verifies releases and report issues or feature 
requests.</p>
+<p>New committers can be suggested by current committers or PPMC members, and 
voted upon by the PPMC according to Apache guidelines. You can start by talking 
to other committers and ask for their advice and guidance.</p>
+</div>
 
 
            </div>
@@ -211,7 +236,7 @@
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -281,7 +306,7 @@
 
   <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/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034"; class="fa fa-linkedin" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga"; class="fa fa-twitter" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/"; class="fa 
fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: 
center; text-decoration: none; margin: 5px 2px;"></a>

Modified: incubator/singa/site/trunk/en/develop/how-to-release.html
URL: 
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/develop/how-to-release.html?rev=1857909&r1=1857908&r2=1857909&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/develop/how-to-release.html (original)
+++ incubator/singa/site/trunk/en/develop/how-to-release.html Sun Apr 21 
13:28:28 2019
@@ -107,6 +107,7 @@
 <ul class="current">
 <li class="toctree-l1"><a class="reference internal" 
href="schedule.html">Development Schedule</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" 
href="how-contribute.html#how-to-become-a-singa-committer">How to become a 
SINGA committer</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="contribute-code.html">How to Contribute Code</a></li>
 <li class="toctree-l1"><a class="reference internal" 
href="contribute-docs.html">How to Contribute to Documentation</a></li>
 <li class="toctree-l1 current"><a class="current reference internal" 
href="#">How to prepare a release</a><ul>
@@ -400,7 +401,7 @@ Subject: [ANNOUNCE] Apache SINGA (incuba
 
   <div role="contentinfo">
     <p>
-        &copy; Copyright 2018 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
+        &copy; Copyright 2019 The Apache Software Foundation. All rights 
reserved. Apache SINGA, Apache, the Apache feather logo, and the Apache SINGA 
project logos are trademarks of The Apache Software Foundation. All other marks 
mentioned may be trademarks or registered trademarks of their respective 
owners..
 
     </p>
   </div>
@@ -470,7 +471,7 @@ Subject: [ANNOUNCE] Apache SINGA (incuba
 
   <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/nusdbsystem/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
+  <a href="https://hub.docker.com/r/apache/singa/"; class="fab fa-docker" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a> 
   <a href="https://www.linkedin.com/groups/13550034"; class="fa fa-linkedin" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://twitter.com/ApacheSinga"; class="fa fa-twitter" 
style="padding: 10px; font-size: 20px; width: 30px; text-align: center; 
text-decoration: none; margin: 5px 2px;"></a>
   <a href="https://www.facebook.com/Apache-SINGA-347284219056544/"; class="fa 
fa-facebook" style="padding: 10px; font-size: 20px; width: 30px; text-align: 
center; text-decoration: none; margin: 5px 2px;"></a>