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From wang...@apache.org
Subject svn commit: r1756668 [1/2] - in /incubator/singa/site/trunk: en/ en/_sources/ en/_sources/community/ en/_sources/develop/ en/_sources/docs/ en/_sources/docs/examples/ en/_sources/docs/examples/char-rnn/ en/_sources/docs/examples/cifar10/ en/_sources/do...
Date Wed, 17 Aug 2016 17:40:30 GMT
Author: wangwei
Date: Wed Aug 17 17:40:30 2016
New Revision: 1756668

URL: http://svn.apache.org/viewvc?rev=1756668&view=rev
Log:
minor update; add link to v0.3.

Modified:
    incubator/singa/site/trunk/en/.buildinfo
    incubator/singa/site/trunk/en/_sources/community/mail-lists.txt
    incubator/singa/site/trunk/en/_sources/community/team-list.txt
    incubator/singa/site/trunk/en/_sources/develop/schedule.txt
    incubator/singa/site/trunk/en/_sources/docs.txt
    incubator/singa/site/trunk/en/_sources/docs/device.txt
    incubator/singa/site/trunk/en/_sources/docs/examples/char-rnn/README.txt
    incubator/singa/site/trunk/en/_sources/docs/examples/cifar10/README.txt
    incubator/singa/site/trunk/en/_sources/docs/examples/index.txt
    incubator/singa/site/trunk/en/_sources/docs/examples/mnist/README.txt
    incubator/singa/site/trunk/en/_sources/docs/index.txt
    incubator/singa/site/trunk/en/_sources/docs/initializer.txt
    incubator/singa/site/trunk/en/_sources/docs/installation.txt
    incubator/singa/site/trunk/en/_sources/docs/layer.txt
    incubator/singa/site/trunk/en/_sources/docs/loss.txt
    incubator/singa/site/trunk/en/_sources/docs/metric.txt
    incubator/singa/site/trunk/en/_sources/docs/optimizer.txt
    incubator/singa/site/trunk/en/_sources/docs/tensor.txt
    incubator/singa/site/trunk/en/_sources/docs/utils.txt
    incubator/singa/site/trunk/en/_sources/index.txt
    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/schedule.html
    incubator/singa/site/trunk/en/docs.html
    incubator/singa/site/trunk/en/docs/cnn.html
    incubator/singa/site/trunk/en/docs/device.html
    incubator/singa/site/trunk/en/docs/examples/char-rnn/README.html
    incubator/singa/site/trunk/en/docs/examples/cifar10/README.html
    incubator/singa/site/trunk/en/docs/examples/imagenet/README.html
    incubator/singa/site/trunk/en/docs/examples/index.html
    incubator/singa/site/trunk/en/docs/examples/mnist/README.html
    incubator/singa/site/trunk/en/docs/index.html
    incubator/singa/site/trunk/en/docs/initializer.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/neural-net.html
    incubator/singa/site/trunk/en/docs/optimizer.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/search.html
    incubator/singa/site/trunk/en/searchindex.js
    incubator/singa/site/trunk/zh/.buildinfo
    incubator/singa/site/trunk/zh/_sources/index.txt
    incubator/singa/site/trunk/zh/genindex.html
    incubator/singa/site/trunk/zh/index.html
    incubator/singa/site/trunk/zh/search.html

Modified: incubator/singa/site/trunk/en/.buildinfo
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/.buildinfo?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/.buildinfo (original)
+++ incubator/singa/site/trunk/en/.buildinfo Wed Aug 17 17:40:30 2016
@@ -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: 38d34329735699bcd380962b209f9e7e
+config: 9a1d83ea722f672536594fbfde6df879
 tags: 645f666f9bcd5a90fca523b33c5a78b7

Modified: incubator/singa/site/trunk/en/_sources/community/mail-lists.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/community/mail-lists.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/community/mail-lists.txt (original)
+++ incubator/singa/site/trunk/en/_sources/community/mail-lists.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 Project Mailing Lists
 =====================
 

Modified: incubator/singa/site/trunk/en/_sources/community/team-list.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/community/team-list.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/community/team-list.txt (original)
+++ incubator/singa/site/trunk/en/_sources/community/team-list.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 The SINGA Team
 ==============
 
@@ -25,7 +43,7 @@ Developers
 +-------------------+--------------------------------+----------------------------------------------+
 | Haibo Chen        | hzchenhaibo@corp.netease.com   |  NetEase                                     |
 +-------------------+--------------------------------+----------------------------------------------+
-| Anh Dinh	    |     dinhtta@apache.org	     |         National University of Singapore     |                       
+| Anh Dinh	    |     dinhtta@apache.org	     |         National University of Singapore     |
 +-------------------+--------------------------------+----------------------------------------------+
 | Jinyang Gao	    |     jinyang@apache.org	     |         National University of Singapore	    |
 +-------------------+--------------------------------+----------------------------------------------+

Modified: incubator/singa/site/trunk/en/_sources/develop/schedule.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/develop/schedule.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/develop/schedule.txt (original)
+++ incubator/singa/site/trunk/en/_sources/develop/schedule.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 Development Schedule
 ====================
 

Modified: incubator/singa/site/trunk/en/_sources/docs.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 Documentation
 =============
 

Modified: incubator/singa/site/trunk/en/_sources/docs/device.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/device.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/device.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/device.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 Device
 =======
 

Modified: incubator/singa/site/trunk/en/_sources/docs/examples/char-rnn/README.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/examples/char-rnn/README.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/examples/char-rnn/README.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/examples/char-rnn/README.txt Wed Aug 17 17:40:30 2016
@@ -19,7 +19,7 @@ Other plain text files can also be used.
 
 * Start the training,
 
-        python train.py input_linux.txt
+        python train.py linux_input.txt
 
   Some hyper-parameters could be set through command line,
 
@@ -27,4 +27,7 @@ Other plain text files can also be used.
 
 * Sample characters from the model by providing the number of characters to sample and the seed string.
 
-        python sample.py 100 --seed '#include <std'
+        python sample.py 'model.bin' 100 --seed '#include <std'
+
+  Please replace 'model.bin' with the path to one of the checkpoint paths.
+

Modified: incubator/singa/site/trunk/en/_sources/docs/examples/cifar10/README.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/examples/cifar10/README.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/examples/cifar10/README.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/examples/cifar10/README.txt Wed Aug 17 17:40:30 2016
@@ -21,7 +21,15 @@ Users can compile and install SINGA from
 The code can ran on both CPU and GPU. For GPU training, CUDA and CUDNN (V4 or V5)
 are required. Please refer to the installation page for detailed instructions.
 
+### Data preparation
 
+The binary Cifar-10 dataset could be downloaded by
+
+    python download_data.py bin
+
+The Python version could be downloaded by
+
+    python download_data.py py
 
 ### Training
 
@@ -40,13 +48,13 @@ version of the Cifar-10 dataset in 'cifa
 
 2. alexnet.cc. It trains the AlexNet model using the CPP APIs on a CudaGPU,
 
-        run.sh
+        ./run.sh
 
 3. alexnet-parallel.cc. It trains the AlexNet model using the CPP APIs on two CudaGPU devices.
 The two devices run synchronously to compute the gradients of the mode parameters, which are
 averaged on the host CPU device and then be applied to update the parameters.
 
-        run-parallel.sh
+        ./run-parallel.sh
 
 4. vgg-parallel.cc. It train the VGG model using the CPP APIs on two CudaGPU devices similar to alexnet-parallel.cc.
 

Modified: incubator/singa/site/trunk/en/_sources/docs/examples/index.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/examples/index.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/examples/index.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/examples/index.txt Wed Aug 17 17:40:30 2016
@@ -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.
+.. 
+
 Examples
 ========
 

Modified: incubator/singa/site/trunk/en/_sources/docs/examples/mnist/README.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/examples/mnist/README.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/examples/mnist/README.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/examples/mnist/README.txt Wed Aug 17 17:40:30 2016
@@ -10,9 +10,9 @@ MNIST dataset. The RBM model and its hyp
 
 2. Start the training
 
-        python train.py
+        python train.py mnist.pkl.gz
 
 By default the training code would run on CPU. To run it on a GPU card, please start
 the program with an additional argument
 
-        python train.py --use_gpu
+        python train.py mnist.pkl.gz --use_gpu

Modified: incubator/singa/site/trunk/en/_sources/docs/index.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/index.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/index.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/index.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 Documentation
 =============
 

Modified: incubator/singa/site/trunk/en/_sources/docs/initializer.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/initializer.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/initializer.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/initializer.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 Initializer
 ===========
 

Modified: incubator/singa/site/trunk/en/_sources/docs/installation.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/installation.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/installation.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/installation.txt Wed Aug 17 17:40:30 2016
@@ -64,6 +64,8 @@ Then, run the following command
     $ sudo pip install --upgrade $SINGA_WHEEL_URL
 
 If you do not have sudo right, you can run `pip install` in a python virtual environment.
+Note that in python virtual environment, you may need to reset the `PYTHONPATH` to empty
+to avoid the conflicts of system path and virtual environment path.
 
 
 ### From source
@@ -83,8 +85,9 @@ Developers can build the wheel file via
     $ cd python
     $ python setup.py bdist_wheel
 
-
-The generated wheel file is under "dist" directory
+The generated wheel file is under "dist" directory.
+To build cnmem into the wheel file, please change CMakeLists.txt by replacing
+'SHARED' with 'STATIC'.
 
 
 ## Build SINGA from source
@@ -224,3 +227,7 @@ To be added.
 
     After this, you can build glog again.
 
+* Q: When using virtual environment, everytime I run pip install, it would reinstall numpy. However, the numpy would not be used when I `import numpy`
+
+    A: It could be caused by the `PYTHONPATH` which should be set to empty when you are using virtual environment to avoid the conflicts with the path of
+    the virtual environment.

Modified: incubator/singa/site/trunk/en/_sources/docs/layer.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/layer.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/layer.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/layer.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 Layer
 ======
 

Modified: incubator/singa/site/trunk/en/_sources/docs/loss.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/loss.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/loss.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/loss.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 Loss
 =========
 

Modified: incubator/singa/site/trunk/en/_sources/docs/metric.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/metric.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/metric.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/metric.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 Metric
 =========
 

Modified: incubator/singa/site/trunk/en/_sources/docs/optimizer.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/optimizer.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/optimizer.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/optimizer.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 Optimizer
 =========
 

Modified: incubator/singa/site/trunk/en/_sources/docs/tensor.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/tensor.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/tensor.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/tensor.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 Tensor
 ========
 

Modified: incubator/singa/site/trunk/en/_sources/docs/utils.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/utils.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/utils.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/utils.txt Wed Aug 17 17:40:30 2016
@@ -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.
+
+
 Misc.
 =========
 

Modified: incubator/singa/site/trunk/en/_sources/index.txt
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/index.txt?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/index.txt (original)
+++ incubator/singa/site/trunk/en/_sources/index.txt Wed Aug 17 17:40:30 2016
@@ -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 documentation master file, created by
    sphinx-quickstart on Sat Jul  9 20:36:57 2016.
    You can adapt this file completely to your liking, but it should at least

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=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/community/issue-tracking.html (original)
+++ incubator/singa/site/trunk/en/community/issue-tracking.html Wed Aug 17 17:40:30 2016
@@ -225,9 +225,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -239,6 +239,11 @@
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

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=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/community/mail-lists.html (original)
+++ incubator/singa/site/trunk/en/community/mail-lists.html Wed Aug 17 17:40:30 2016
@@ -252,9 +252,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -266,6 +266,11 @@
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

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=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/community/source-repository.html (original)
+++ incubator/singa/site/trunk/en/community/source-repository.html Wed Aug 17 17:40:30 2016
@@ -243,9 +243,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -257,6 +257,11 @@
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

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=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/community/team-list.html (original)
+++ incubator/singa/site/trunk/en/community/team-list.html Wed Aug 17 17:40:30 2016
@@ -341,9 +341,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -355,6 +355,11 @@
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

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=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/develop/contribute-code.html (original)
+++ incubator/singa/site/trunk/en/develop/contribute-code.html Wed Aug 17 17:40:30 2016
@@ -279,9 +279,9 @@ will be automatically updated. For detai
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -293,6 +293,11 @@ will be automatically updated. For detai
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

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=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/develop/contribute-docs.html (original)
+++ incubator/singa/site/trunk/en/develop/contribute-docs.html Wed Aug 17 17:40:30 2016
@@ -246,9 +246,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -260,6 +260,11 @@
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

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=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/develop/how-contribute.html (original)
+++ incubator/singa/site/trunk/en/develop/how-contribute.html Wed Aug 17 17:40:30 2016
@@ -228,9 +228,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -242,6 +242,11 @@
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/develop/schedule.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/develop/schedule.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/develop/schedule.html (original)
+++ incubator/singa/site/trunk/en/develop/schedule.html Wed Aug 17 17:40:30 2016
@@ -513,9 +513,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -527,6 +527,11 @@
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs.html (original)
+++ incubator/singa/site/trunk/en/docs.html Wed Aug 17 17:40:30 2016
@@ -203,6 +203,7 @@
 <li class="toctree-l3"><a class="reference internal" href="docs/examples/cifar10/README.html">Train CNN over Cifar-10</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="docs/examples/cifar10/README.html#instructions">Instructions</a><ul>
 <li class="toctree-l5"><a class="reference internal" href="docs/examples/cifar10/README.html#singa-installation">SINGA installation</a></li>
+<li class="toctree-l5"><a class="reference internal" href="docs/examples/cifar10/README.html#data-preparation">Data preparation</a></li>
 <li class="toctree-l5"><a class="reference internal" href="docs/examples/cifar10/README.html#training">Training</a></li>
 <li class="toctree-l5"><a class="reference internal" href="docs/examples/cifar10/README.html#prediction">Prediction</a></li>
 </ul>
@@ -291,9 +292,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "_static/apache.jpg">  
+<img src= "_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -305,6 +306,11 @@
             <dd><a href="../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/cnn.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/cnn.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/cnn.html (original)
+++ incubator/singa/site/trunk/en/docs/cnn.html Wed Aug 17 17:40:30 2016
@@ -346,9 +346,9 @@ $ python download_data.py py
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -360,6 +360,11 @@ $ python download_data.py py
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/device.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/device.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/device.html (original)
+++ incubator/singa/site/trunk/en/docs/device.html Wed Aug 17 17:40:30 2016
@@ -307,9 +307,9 @@ to call singa::Device and its methods.</
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -321,6 +321,11 @@ to call singa::Device and its methods.</
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/examples/char-rnn/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/examples/char-rnn/README.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/examples/char-rnn/README.html (original)
+++ incubator/singa/site/trunk/en/docs/examples/char-rnn/README.html Wed Aug 17 17:40:30 2016
@@ -190,7 +190,7 @@ generate meaningful code from the model.
 Other plain text files can also be used.</p>
 </li>
 <li><p class="first">Start the training,</p>
-<div class="highlight-default"><div class="highlight"><pre>  <span class="n">python</span> <span class="n">train</span><span class="o">.</span><span class="n">py</span> <span class="n">input_linux</span><span class="o">.</span><span class="n">txt</span>
+<div class="highlight-default"><div class="highlight"><pre>  <span class="n">python</span> <span class="n">train</span><span class="o">.</span><span class="n">py</span> <span class="n">linux_input</span><span class="o">.</span><span class="n">txt</span>
 </pre></div>
 </div>
 <p>Some hyper-parameters could be set through command line,</p>
@@ -199,9 +199,10 @@ Other plain text files can also be used.
 </div>
 </li>
 <li><p class="first">Sample characters from the model by providing the number of characters to sample and the seed string.</p>
-<div class="highlight-default"><div class="highlight"><pre>  <span class="n">python</span> <span class="n">sample</span><span class="o">.</span><span class="n">py</span> <span class="mi">100</span> <span class="o">--</span><span class="n">seed</span> <span class="s">&#39;#include &lt;std&#39;</span>
+<div class="highlight-default"><div class="highlight"><pre>  <span class="n">python</span> <span class="n">sample</span><span class="o">.</span><span class="n">py</span> <span class="s">&#39;model.bin&#39;</span> <span class="mi">100</span> <span class="o">--</span><span class="n">seed</span> <span class="s">&#39;#include &lt;std&#39;</span>
 </pre></div>
 </div>
+<p>Please replace &#8216;model.bin&#8217; with the path to one of the checkpoint paths.</p>
 </li>
 </ul>
 </div>
@@ -276,9 +277,9 @@ Other plain text files can also be used.
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../../../_static/apache.jpg">  
+<img src= "../../../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -290,6 +291,11 @@ Other plain text files can also be used.
             <dd><a href="../../../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/examples/cifar10/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/examples/cifar10/README.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/examples/cifar10/README.html (original)
+++ incubator/singa/site/trunk/en/docs/examples/cifar10/README.html Wed Aug 17 17:40:30 2016
@@ -190,6 +190,17 @@ the best validation accuracy (without da
 The code can ran on both CPU and GPU. For GPU training, CUDA and CUDNN (V4 or V5)
 are required. Please refer to the installation page for detailed instructions.</p>
 </div>
+<div class="section" id="data-preparation">
+<span id="data-preparation"></span><h3>Data preparation<a class="headerlink" href="#data-preparation" title="Permalink to this headline">¶</a></h3>
+<p>The binary Cifar-10 dataset could be downloaded by</p>
+<div class="highlight-default"><div class="highlight"><pre><span class="n">python</span> <span class="n">download_data</span><span class="o">.</span><span class="n">py</span> <span class="nb">bin</span>
+</pre></div>
+</div>
+<p>The Python version could be downloaded by</p>
+<div class="highlight-default"><div class="highlight"><pre><span class="n">python</span> <span class="n">download_data</span><span class="o">.</span><span class="n">py</span> <span class="n">py</span>
+</pre></div>
+</div>
+</div>
 <div class="section" id="training">
 <span id="training"></span><h3>Training<a class="headerlink" href="#training" title="Permalink to this headline">¶</a></h3>
 <p>There are four training programs</p>
@@ -207,14 +218,14 @@ argument</p>
 </div>
 </li>
 <li><p class="first">alexnet.cc. It trains the AlexNet model using the CPP APIs on a CudaGPU,</p>
-<div class="highlight-default"><div class="highlight"><pre> <span class="n">run</span><span class="o">.</span><span class="n">sh</span>
+<div class="highlight-default"><div class="highlight"><pre> <span class="o">./</span><span class="n">run</span><span class="o">.</span><span class="n">sh</span>
 </pre></div>
 </div>
 </li>
 <li><p class="first">alexnet-parallel.cc. It trains the AlexNet model using the CPP APIs on two CudaGPU devices.
 The two devices run synchronously to compute the gradients of the mode parameters, which are
 averaged on the host CPU device and then be applied to update the parameters.</p>
-<div class="highlight-default"><div class="highlight"><pre> <span class="n">run</span><span class="o">-</span><span class="n">parallel</span><span class="o">.</span><span class="n">sh</span>
+<div class="highlight-default"><div class="highlight"><pre> <span class="o">./</span><span class="n">run</span><span class="o">-</span><span class="n">parallel</span><span class="o">.</span><span class="n">sh</span>
 </pre></div>
 </div>
 </li>
@@ -305,9 +316,9 @@ returned.</p>
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../../../_static/apache.jpg">  
+<img src= "../../../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -319,6 +330,11 @@ returned.</p>
             <dd><a href="../../../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/examples/imagenet/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/examples/imagenet/README.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/examples/imagenet/README.html (original)
+++ incubator/singa/site/trunk/en/docs/examples/imagenet/README.html Wed Aug 17 17:40:30 2016
@@ -317,9 +317,9 @@ folder in data preprocessing step;</li>
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../../../_static/apache.jpg">  
+<img src= "../../../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -331,6 +331,11 @@ folder in data preprocessing step;</li>
             <dd><a href="../../../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/examples/index.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/examples/index.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/examples/index.html (original)
+++ incubator/singa/site/trunk/en/docs/examples/index.html Wed Aug 17 17:40:30 2016
@@ -173,6 +173,7 @@
 <li class="toctree-l1"><a class="reference internal" href="cifar10/README.html">Train CNN over Cifar-10</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="cifar10/README.html#instructions">Instructions</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="cifar10/README.html#singa-installation">SINGA installation</a></li>
+<li class="toctree-l3"><a class="reference internal" href="cifar10/README.html#data-preparation">Data preparation</a></li>
 <li class="toctree-l3"><a class="reference internal" href="cifar10/README.html#training">Training</a></li>
 <li class="toctree-l3"><a class="reference internal" href="cifar10/README.html#prediction">Prediction</a></li>
 </ul>
@@ -266,9 +267,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../../_static/apache.jpg">  
+<img src= "../../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -280,6 +281,11 @@
             <dd><a href="../../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/examples/mnist/README.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/examples/mnist/README.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/examples/mnist/README.html (original)
+++ incubator/singa/site/trunk/en/docs/examples/mnist/README.html Wed Aug 17 17:40:30 2016
@@ -155,14 +155,14 @@ MNIST dataset. The RBM model and its hyp
 <li><p class="first">Download the pre-processed <a class="reference external" href="https://github.com/mnielsen/neural-networks-and-deep-learning/raw/master/data/mnist.pkl.gz">MNIST dataset</a></p>
 </li>
 <li><p class="first">Start the training</p>
-<div class="highlight-default"><div class="highlight"><pre> <span class="n">python</span> <span class="n">train</span><span class="o">.</span><span class="n">py</span>
+<div class="highlight-default"><div class="highlight"><pre> <span class="n">python</span> <span class="n">train</span><span class="o">.</span><span class="n">py</span> <span class="n">mnist</span><span class="o">.</span><span class="n">pkl</span><span class="o">.</span><span class="n">gz</span>
 </pre></div>
 </div>
 </li>
 </ol>
 <p>By default the training code would run on CPU. To run it on a GPU card, please start
 the program with an additional argument</p>
-<div class="highlight-default"><div class="highlight"><pre>    <span class="n">python</span> <span class="n">train</span><span class="o">.</span><span class="n">py</span> <span class="o">--</span><span class="n">use_gpu</span>
+<div class="highlight-default"><div class="highlight"><pre>    <span class="n">python</span> <span class="n">train</span><span class="o">.</span><span class="n">py</span> <span class="n">mnist</span><span class="o">.</span><span class="n">pkl</span><span class="o">.</span><span class="n">gz</span> <span class="o">--</span><span class="n">use_gpu</span>
 </pre></div>
 </div>
 </div>
@@ -228,9 +228,9 @@ the program with an additional argument<
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../../../_static/apache.jpg">  
+<img src= "../../../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -242,6 +242,11 @@ the program with an additional argument<
             <dd><a href="../../../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/index.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/index.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/index.html (original)
+++ incubator/singa/site/trunk/en/docs/index.html Wed Aug 17 17:40:30 2016
@@ -216,6 +216,7 @@
 <li class="toctree-l2"><a class="reference internal" href="examples/cifar10/README.html">Train CNN over Cifar-10</a><ul>
 <li class="toctree-l3"><a class="reference internal" href="examples/cifar10/README.html#instructions">Instructions</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="examples/cifar10/README.html#singa-installation">SINGA installation</a></li>
+<li class="toctree-l4"><a class="reference internal" href="examples/cifar10/README.html#data-preparation">Data preparation</a></li>
 <li class="toctree-l4"><a class="reference internal" href="examples/cifar10/README.html#training">Training</a></li>
 <li class="toctree-l4"><a class="reference internal" href="examples/cifar10/README.html#prediction">Prediction</a></li>
 </ul>
@@ -311,9 +312,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -325,6 +326,11 @@
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/initializer.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/initializer.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/initializer.html (original)
+++ incubator/singa/site/trunk/en/docs/initializer.html Wed Aug 17 17:40:30 2016
@@ -304,9 +304,9 @@ Rectifiers: Surpassing Human-Level Perfo
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -318,6 +318,11 @@ Rectifiers: Surpassing Human-Level Perfo
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/installation.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/installation.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/installation.html (original)
+++ incubator/singa/site/trunk/en/docs/installation.html Wed Aug 17 17:40:30 2016
@@ -249,7 +249,9 @@ $ export SINGA_WHEEL_URL=http://comp.nus
 <div class="highlight-default"><div class="highlight"><pre>$ sudo pip install --upgrade $SINGA_WHEEL_URL
 </pre></div>
 </div>
-<p>If you do not have sudo right, you can run <code class="docutils literal"><span class="pre">pip</span> <span class="pre">install</span></code> in a python virtual environment.</p>
+<p>If you do not have sudo right, you can run <code class="docutils literal"><span class="pre">pip</span> <span class="pre">install</span></code> in a python virtual environment.
+Note that in python virtual environment, you may need to reset the <code class="docutils literal"><span class="pre">PYTHONPATH</span></code> to empty
+to avoid the conflicts of system path and virtual environment path.</p>
 </div>
 <div class="section" id="from-source">
 <span id="from-source"></span><h3>From source<a class="headerlink" href="#from-source" title="Permalink to this headline">¶</a></h3>
@@ -267,7 +269,9 @@ $ cd python
 $ python setup.py bdist_wheel
 </pre></div>
 </div>
-<p>The generated wheel file is under &#8220;dist&#8221; directory</p>
+<p>The generated wheel file is under &#8220;dist&#8221; directory.
+To build cnmem into the wheel file, please change CMakeLists.txt by replacing
+&#8216;SHARED&#8217; with &#8216;STATIC&#8217;.</p>
 </div>
 </div>
 <div class="section" id="build-singa-from-source">
@@ -405,6 +409,10 @@ Because it is not necessary to have gfla
 </div>
 <p>After this, you can build glog again.</p>
 </li>
+<li><p class="first">Q: When using virtual environment, everytime I run pip install, it would reinstall numpy. However, the numpy would not be used when I <code class="docutils literal"><span class="pre">import</span> <span class="pre">numpy</span></code></p>
+<p>A: It could be caused by the <code class="docutils literal"><span class="pre">PYTHONPATH</span></code> which should be set to empty when you are using virtual environment to avoid the conflicts with the path of
+the virtual environment.</p>
+</li>
 </ul>
 </div>
 </div>
@@ -478,9 +486,9 @@ Because it is not necessary to have gfla
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -492,6 +500,11 @@ Because it is not necessary to have gfla
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/layer.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/layer.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/layer.html (original)
+++ incubator/singa/site/trunk/en/docs/layer.html Wed Aug 17 17:40:30 2016
@@ -640,6 +640,82 @@ fully connected layer.</p>
 </dd></dl>
 
 <dl class="class">
+<dt id="singa.layer.Merge">
+<em class="property">class </em><code class="descclassname">singa.layer.</code><code class="descname">Merge</code><span class="sig-paren">(</span><em>name</em>, <em>input_sample_shape=None</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.layer.Merge" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#singa.layer.Layer" title="singa.layer.Layer"><code class="xref py py-class docutils literal"><span class="pre">singa.layer.Layer</span></code></a></p>
+<p>Sum all input tensors.</p>
+<table class="docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><strong>input_sample_shape</strong> &#8211; sample shape of the input. The sample shape of all
+inputs should be the same.</td>
+</tr>
+</tbody>
+</table>
+<dl class="method">
+<dt id="singa.layer.Merge.setup">
+<code class="descname">setup</code><span class="sig-paren">(</span><em>in_shape</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.layer.Merge.setup" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="singa.layer.Merge.get_output_sample_shape">
+<code class="descname">get_output_sample_shape</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#singa.layer.Merge.get_output_sample_shape" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="singa.layer.Merge.forward">
+<code class="descname">forward</code><span class="sig-paren">(</span><em>flag</em>, <em>inputs</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.layer.Merge.forward" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="singa.layer.Merge.backward">
+<code class="descname">backward</code><span class="sig-paren">(</span><em>flag</em>, <em>grad</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.layer.Merge.backward" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="class">
+<dt id="singa.layer.Split">
+<em class="property">class </em><code class="descclassname">singa.layer.</code><code class="descname">Split</code><span class="sig-paren">(</span><em>name</em>, <em>num_output</em>, <em>input_sample_shape=None</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.layer.Split" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#singa.layer.Layer" title="singa.layer.Layer"><code class="xref py py-class docutils literal"><span class="pre">singa.layer.Layer</span></code></a></p>
+<p>Replicate the input tensor.</p>
+<table class="docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
+<li><strong>num_output</strong> (<em>int</em>) &#8211; number of output tensors to generate.</li>
+<li><strong>input_sample_shape</strong> &#8211; includes a single integer for the input sample
+feature size.</li>
+</ul>
+</td>
+</tr>
+</tbody>
+</table>
+<dl class="method">
+<dt id="singa.layer.Split.setup">
+<code class="descname">setup</code><span class="sig-paren">(</span><em>in_shape</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.layer.Split.setup" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="singa.layer.Split.get_output_sample_shape">
+<code class="descname">get_output_sample_shape</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#singa.layer.Split.get_output_sample_shape" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="singa.layer.Split.forward">
+<code class="descname">forward</code><span class="sig-paren">(</span><em>flag</em>, <em>input</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.layer.Split.forward" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+<dl class="method">
+<dt id="singa.layer.Split.backward">
+<code class="descname">backward</code><span class="sig-paren">(</span><em>flag</em>, <em>grads</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.layer.Split.backward" title="Permalink to this definition">¶</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+<dl class="class">
 <dt id="singa.layer.RNN">
 <em class="property">class </em><code class="descclassname">singa.layer.</code><code class="descname">RNN</code><span class="sig-paren">(</span><em>name</em>, <em>hidden_size</em>, <em>rnn_mode='lstm'</em>, <em>dropout=0.0</em>, <em>num_stacks=1</em>, <em>input_mode='linear'</em>, <em>bidirectional=False</em>, <em>param_specs=None</em>, <em>input_sample_shape=None</em><span class="sig-paren">)</span><a class="headerlink" href="#singa.layer.RNN" title="Permalink to this definition">¶</a></dt>
 <dd><p>Bases: <a class="reference internal" href="#singa.layer.Layer" title="singa.layer.Layer"><code class="xref py py-class docutils literal"><span class="pre">singa.layer.Layer</span></code></a></p>
@@ -834,9 +910,9 @@ supported layers</p>
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -848,6 +924,11 @@ supported layers</p>
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/loss.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/loss.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/loss.html (original)
+++ incubator/singa/site/trunk/en/docs/loss.html Wed Aug 17 17:40:30 2016
@@ -388,9 +388,9 @@ value is [0, x.shape[1])</li>
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -402,6 +402,11 @@ value is [0, x.shape[1])</li>
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/metric.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/metric.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/metric.html (original)
+++ incubator/singa/site/trunk/en/docs/metric.html Wed Aug 17 17:40:30 2016
@@ -311,9 +311,9 @@ ground truth to get the metric values.</
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -325,6 +325,11 @@ ground truth to get the metric values.</
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/neural-net.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/neural-net.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/neural-net.html (original)
+++ incubator/singa/site/trunk/en/docs/neural-net.html Wed Aug 17 17:40:30 2016
@@ -529,9 +529,9 @@ lower layers and <code class="docutils l
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -543,6 +543,11 @@ lower layers and <code class="docutils l
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/optimizer.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/optimizer.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/optimizer.html (original)
+++ incubator/singa/site/trunk/en/docs/optimizer.html Wed Aug 17 17:40:30 2016
@@ -555,9 +555,9 @@ updating rules (including regularizer an
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -569,6 +569,11 @@ updating rules (including regularizer an
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/software_stack.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/software_stack.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/software_stack.html (original)
+++ incubator/singa/site/trunk/en/docs/software_stack.html Wed Aug 17 17:40:30 2016
@@ -325,9 +325,9 @@ model parameter values using parameter g
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -339,6 +339,11 @@ model parameter values using parameter g
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/tensor.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/tensor.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/tensor.html (original)
+++ incubator/singa/site/trunk/en/docs/tensor.html Wed Aug 17 17:40:30 2016
@@ -1343,9 +1343,9 @@ must be on the default CppCPU device.</p
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -1357,6 +1357,11 @@ must be on the default CppCPU device.</p
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/docs/utils.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/utils.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/utils.html (original)
+++ incubator/singa/site/trunk/en/docs/utils.html Wed Aug 17 17:40:30 2016
@@ -226,9 +226,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -240,6 +240,11 @@
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/downloads.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/downloads.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/downloads.html (original)
+++ incubator/singa/site/trunk/en/downloads.html Wed Aug 17 17:40:30 2016
@@ -293,9 +293,9 @@ ASF.</p>
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "_static/apache.jpg">  
+<img src= "_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -307,6 +307,11 @@ ASF.</p>
             <dd><a href="../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/genindex.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/genindex.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/genindex.html (original)
+++ incubator/singa/site/trunk/en/genindex.html Wed Aug 17 17:40:30 2016
@@ -301,10 +301,18 @@
 
       <dd><dl>
         
+  <dt><a href="docs/layer.html#singa.layer.Merge.backward">(singa.layer.Merge method)</a>
+  </dt>
+
+        
   <dt><a href="docs/layer.html#singa.layer.RNN.backward">(singa.layer.RNN method)</a>
   </dt>
 
         
+  <dt><a href="docs/layer.html#singa.layer.Split.backward">(singa.layer.Split method)</a>
+  </dt>
+
+        
   <dt><a href="docs/loss.html#singa.loss.Loss.backward">(singa.loss.Loss method)</a>
   </dt>
 
@@ -467,10 +475,18 @@
 
       <dd><dl>
         
+  <dt><a href="docs/layer.html#singa.layer.Merge.forward">(singa.layer.Merge method)</a>
+  </dt>
+
+        
   <dt><a href="docs/layer.html#singa.layer.RNN.forward">(singa.layer.RNN method)</a>
   </dt>
 
         
+  <dt><a href="docs/layer.html#singa.layer.Split.forward">(singa.layer.Split method)</a>
+  </dt>
+
+        
   <dt><a href="docs/loss.html#singa.loss.Loss.forward">(singa.loss.Loss method)</a>
   </dt>
 
@@ -540,6 +556,14 @@
   <dt><a href="docs/layer.html#singa.layer.MaxPooling1D.get_output_sample_shape">(singa.layer.MaxPooling1D method)</a>
   </dt>
 
+        
+  <dt><a href="docs/layer.html#singa.layer.Merge.get_output_sample_shape">(singa.layer.Merge method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Split.get_output_sample_shape">(singa.layer.Split method)</a>
+  </dt>
+
       </dl></dd>
       
   <dt><a href="docs/layer.html#singa.layer.GRU">GRU (class in singa.layer)</a>
@@ -630,12 +654,16 @@
   </dt>
 
       
-  <dt><a href="docs/metric.html#singa.metric.Metric">Metric (class in singa.metric)</a>
+  <dt><a href="docs/layer.html#singa.layer.Merge">Merge (class in singa.layer)</a>
   </dt>
 
   </dl></td>
   <td style="width: 33%" valign="top"><dl>
       
+  <dt><a href="docs/metric.html#singa.metric.Metric">Metric (class in singa.metric)</a>
+  </dt>
+
+      
   <dt><a href="docs/tensor.html#singa.tensor.mult">mult() (in module singa.tensor)</a>
   </dt>
 
@@ -753,6 +781,16 @@
   <dt><a href="docs/layer.html#singa.layer.Layer.setup">setup() (singa.layer.Layer method)</a>
   </dt>
 
+      <dd><dl>
+        
+  <dt><a href="docs/layer.html#singa.layer.Merge.setup">(singa.layer.Merge method)</a>
+  </dt>
+
+        
+  <dt><a href="docs/layer.html#singa.layer.Split.setup">(singa.layer.Split method)</a>
+  </dt>
+
+      </dl></dd>
       
   <dt><a href="docs/optimizer.html#singa.optimizer.SGD">SGD (class in singa.optimizer)</a>
   </dt>
@@ -816,6 +854,10 @@
   </dt>
 
       
+  <dt><a href="docs/layer.html#singa.layer.Split">Split (class in singa.layer)</a>
+  </dt>
+
+      
   <dt><a href="docs/tensor.html#singa.tensor.square">square() (in module singa.tensor)</a>
   </dt>
 
@@ -967,9 +1009,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "_static/apache.jpg">  
+<img src= "_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -981,6 +1023,11 @@
             <dd><a href="../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/index.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/index.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/index.html (original)
+++ incubator/singa/site/trunk/en/index.html Wed Aug 17 17:40:30 2016
@@ -288,9 +288,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "_static/apache.jpg">  
+<img src= "_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -302,6 +302,11 @@
             <dd><a href="../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/objects.inv
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/objects.inv?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
Binary files - no diff available.

Modified: incubator/singa/site/trunk/en/py-modindex.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/py-modindex.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/py-modindex.html (original)
+++ incubator/singa/site/trunk/en/py-modindex.html Wed Aug 17 17:40:30 2016
@@ -266,9 +266,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "_static/apache.jpg">  
+<img src= "_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -280,6 +280,11 @@
             <dd><a href="../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html (original)
+++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.1.0.html Wed Aug 17 17:40:30 2016
@@ -315,9 +315,9 @@ deep learning models.</p>
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -329,6 +329,11 @@ deep learning models.</p>
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html (original)
+++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.2.0.html Wed Aug 17 17:40:30 2016
@@ -304,9 +304,9 @@ of popular deep learning models.</p>
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -318,6 +318,11 @@ of popular deep learning models.</p>
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html (original)
+++ incubator/singa/site/trunk/en/releases/RELEASE_NOTES_0.3.0.html Wed Aug 17 17:40:30 2016
@@ -244,9 +244,9 @@ of popular deep learning models.</p>
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "../_static/apache.jpg">  
+<img src= "../_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -258,6 +258,11 @@ of popular deep learning models.</p>
             <dd><a href="../../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 

Modified: incubator/singa/site/trunk/en/search.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/search.html?rev=1756668&r1=1756667&r2=1756668&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/search.html (original)
+++ incubator/singa/site/trunk/en/search.html Wed Aug 17 17:40:30 2016
@@ -222,9 +222,9 @@
 
 <div class="rst-versions shift-up" data-toggle="rst-versions" role="note" aria-label="versions">
 <a href="http://incubator.apache.org/">
-<img src= "_static/apache.jpg">  
+<img src= "_static/apache.jpg">
 </a>
- 
+
   <span class="rst-current-version" data-toggle="rst-current-version">
     <span class="fa fa-book"> incubator-singa </span>
     v: 1.0.0
@@ -236,6 +236,11 @@
             <dd><a href="../en/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/">V0.3</a></dd>
+        </dl>
+
     </div>
 </div>
 




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