Author: wangwei
Date: Sun Sep 10 05:02:15 2017
New Revision: 1807938
URL: http://svn.apache.org/viewvc?rev=1807938&view=rev
Log:
update the docs by jenkins for commit c5fa985
Modified:
incubator/singa/site/trunk/en/.buildinfo
incubator/singa/site/trunk/en/_sources/community/team-list.rst.txt
incubator/singa/site/trunk/en/_sources/develop/contribute-docs.md.txt
incubator/singa/site/trunk/en/_sources/develop/how-contribute.md.txt
incubator/singa/site/trunk/en/_sources/docs/cnn.md.txt
incubator/singa/site/trunk/en/_sources/docs/installation.md.txt
incubator/singa/site/trunk/en/_sources/docs/model_zoo/examples/imagenet/resnet/README.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/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/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/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/googlenet/README.html
incubator/singa/site/trunk/en/docs/model_zoo/examples/imagenet/resnet/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/resnet/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/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/search.html
incubator/singa/site/trunk/en/searchindex.js
incubator/singa/site/trunk/zh/.buildinfo
incubator/singa/site/trunk/zh/_sources/index.rst.txt
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=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/.buildinfo (original)
+++ incubator/singa/site/trunk/en/.buildinfo Sun Sep 10 05:02:15 2017
@@ -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: 5a42b5354a3e7ae370559f6a8ef498be
+config: ef8bb4943a01394658c5425db4358da9
tags: 645f666f9bcd5a90fca523b33c5a78b7
Modified: incubator/singa/site/trunk/en/_sources/community/team-list.rst.txt
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/community/team-list.rst.txt?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/community/team-list.rst.txt
(original)
+++ incubator/singa/site/trunk/en/_sources/community/team-list.rst.txt Sun Sep
10 05:02:15 2017
@@ -76,7 +76,4 @@ Developers
+--------------------+--------------------------------+-----------------------------------------------+
| Kaiping Zheng | [email protected] | National University of
Singapore |
+--------------------+--------------------------------+-----------------------------------------------+
-| Moaz Reyad | [email protected] | National University of
Singapore |
-+--------------------+--------------------------------+-----------------------------------------------+
-| Chang Yao | [email protected] | yzBigdata
|
-+--------------------+--------------------------------+-----------------------------------------------+
+
Modified: incubator/singa/site/trunk/en/_sources/develop/contribute-docs.md.txt
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/develop/contribute-docs.md.txt?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/develop/contribute-docs.md.txt
(original)
+++ incubator/singa/site/trunk/en/_sources/develop/contribute-docs.md.txt Sun
Sep 10 05:02:15 2017
@@ -2,9 +2,9 @@
## Website
-This document gives step-by-step instructions for deploying [SINGA
website](http://singa.incubator.apache.org).
+This document gives step-by-step instructions for deploying [Singa
website](http://singa.incubator.apache.org).
-SINGA website is built by [Sphinx](http://www.sphinx-doc.org) >=1.4.4 from a
source tree stored in git:
https://github.com/apache/incubator-singa/tree/master/doc.
+Singa website is built by [Sphinx](http://www.sphinx-doc.org) >=1.4.4 from a
source tree stored in git:
https://github.com/apache/incubator-singa/tree/master/doc.
To install Sphinx:
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=1807938&r1=1807937&r2=1807938&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
Sep 10 05:02:15 2017
@@ -3,7 +3,7 @@
As with any open source project, there are several ways you can help:
* Join the [mailing
list](http://singa.apache.org/en/community/mail-lists.html) and answer other
user's questions.
-* [Build SINGA](http://singa.apache.org/en/docs/installation.html) by yourself.
+* [Build Singa](http://singa.apache.org/en/docs/installation.html) by yourself.
* 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.
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=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/cnn.md.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/cnn.md.txt Sun Sep 10 05:02:15
2017
@@ -1,141 +1,141 @@
-# 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).
-
-## Running instructions for CPP version
-Please refer to [Installation](installation.html) page for how to install
SINGA. Currently, we CNN requires CUDNN, hence both CUDA and CUDNN should be
installed and SINGA should be compiled with CUDA and CUDNN.
-
-The Cifar10 dataset could be downloaded by running
-
- # switch to cifar10 directory
- $ cd ../examples/cifar10
- # download data for CPP version
- $ python download_data.py bin
-
-'bin' is for downloading binary version of Cifar10 data.
-
-During downloading, you should see the detailed output like
-
- Downloading CIFAR10 from
http://www.cs.toronto.edu/~kriz/cifar-10-binary.tar.gz
- The tar file does exist. Extracting it now..
- Finished!
-
-Now you have prepared the data for this Cifar10 example, the final step is to
execute the `run.sh` script,
-
- # in SINGA_ROOT/examples/cifar10/
- $ ./run.sh
-
-You should see the detailed output as follows: first read the data files in
order, show the statistics of training and testing data, then show the details
of neural net structure with some parameter information, finally illustrate the
performance details during training and validation process. The number of
epochs can be specified in `run.sh` file.
-
- Start training
- Reading file cifar-10-batches-bin/data_batch_1.bin
- Reading file cifar-10-batches-bin/data_batch_2.bin
- Reading file cifar-10-batches-bin/data_batch_3.bin
- Reading file cifar-10-batches-bin/data_batch_4.bin
- Reading file cifar-10-batches-bin/data_batch_5.bin
- Reading file cifar-10-batches-bin/test_batch.bin
- Training samples = 50000, Test samples = 10000
- conv1(32, 32, 32, )
- pool1(32, 16, 16, )
- relu1(32, 16, 16, )
- lrn1(32, 16, 16, )
- conv2(32, 16, 16, )
- relu2(32, 16, 16, )
- pool2(32, 8, 8, )
- lrn2(32, 8, 8, )
- conv3(64, 8, 8, )
- relu3(64, 8, 8, )
- pool3(64, 4, 4, )
- flat(1024, )
- ip(10, )
- conv1_weight : 8.09309e-05
- conv1_bias : 0
- conv2_weight : 0.00797731
- conv2_bias : 0
- conv3_weight : 0.00795888
- conv3_bias : 0
- ip_weight : 0.00798683
- ip_bias : 0
- Messages will be appended to an existed file: train_perf
- Messages will be appended to an existed file: val_perf
- Epoch 0, training loss = 1.828369, accuracy = 0.329420, lr = 0.001000
- Epoch 0, val loss = 1.561823, metric = 0.420600
- Epoch 1, training loss = 1.465898, accuracy = 0.469940, lr = 0.001000
- Epoch 1, val loss = 1.361778, metric = 0.513300
- Epoch 2, training loss = 1.320708, accuracy = 0.529000, lr = 0.001000
- Epoch 2, val loss = 1.242080, metric = 0.549100
- Epoch 3, training loss = 1.213776, accuracy = 0.571620, lr = 0.001000
- Epoch 3, val loss = 1.175346, metric = 0.582000
-
-The training details are stored in `train_perf` file in the same directory and
the validation details in `val_perf` file.
-
-
-## Running instructions for Python version
-To run CNN example in Python version, we need to compile SINGA with Python
binding,
-
- $ mkdir build && cd build
- $ cmake -DUSE_PYTHON=ON ..
- $ make
-
-Now download the Cifar10 dataset,
-
- # switch to cifar10 directory
- $ cd ../examples/cifar10
- # download data for Python version
- $ python download_data.py py
-
-During downloading, you should see the detailed output like
-
- Downloading CIFAR10 from
http://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz
- The tar file does exist. Extracting it now..
- Finished!
-
-Then execute the `train.py` script to build the model
-
- $ python train.py
-
-You should see the output as follows including the details of neural net
structure with some parameter information, reading data files, and the
performance details during training and testing process.
-
- (32L, 32L, 32L)
- (32L, 16L, 16L)
- (32L, 16L, 16L)
- (32L, 16L, 16L)
- (32L, 16L, 16L)
- (32L, 16L, 16L)
- (32L, 8L, 8L)
- (32L, 8L, 8L)
- (64L, 8L, 8L)
- (64L, 8L, 8L)
- (64L, 4L, 4L)
- (1024L,)
- Start intialization............
- conv1_weight gaussian 7.938460476e-05
- conv1_bias constant 0.0
- conv2_weight gaussian 0.00793507322669
- conv2_bias constant 0.0
- conv3_weight gaussian 0.00799657031894
- conv3_bias constant 0.0
- dense_weight gaussian 0.00804364029318
- dense_bias constant 0.0
- Loading data ..................
- Loading data file cifar-10-batches-py/data_batch_1
- Loading data file cifar-10-batches-py/data_batch_2
- Loading data file cifar-10-batches-py/data_batch_3
- Loading data file cifar-10-batches-py/data_batch_4
- Loading data file cifar-10-batches-py/data_batch_5
- Loading data file cifar-10-batches-py/test_batch
- Epoch 0
- training loss = 1.881866, training accuracy = 0.306360 accuracy = 0.420000
- test loss = 1.602577, test accuracy = 0.412200
- Epoch 1
- training loss = 1.536011, training accuracy = 0.441940 accuracy = 0.500000
- test loss = 1.378170, test accuracy = 0.507600
- Epoch 2
- training loss = 1.333137, training accuracy = 0.519960 accuracy = 0.520000
- test loss = 1.272205, test accuracy = 0.540600
- Epoch 3
- training loss = 1.185212, training accuracy = 0.574120 accuracy = 0.540000
- test loss = 1.211573, test accuracy = 0.567600
-
-This script will call `alexnet.py` file to build the alexnet model. After the
training is finished, SINGA will save the model parameters into a checkpoint
file `model.bin` in the same directory. Then we can use this `model.bin` file
for prediction.
-
- $ python predict.py
+#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).
+
+## Running instructions for CPP version
+Please refer to [Installation](installation.html) page for how to install
SINGA. Currently, we CNN requires CUDNN, hence both CUDA and CUDNN should be
installed and SINGA should be compiled with CUDA and CUDNN.
+
+The Cifar10 dataset could be downloaded by running
+
+ # switch to cifar10 directory
+ $ cd ../examples/cifar10
+ # download data for CPP version
+ $ python download_data.py bin
+
+'bin' is for downloading binary version of Cifar10 data.
+
+During downloading, you should see the detailed output like
+
+ Downloading CIFAR10 from
http://www.cs.toronto.edu/~kriz/cifar-10-binary.tar.gz
+ The tar file does exist. Extracting it now..
+ Finished!
+
+Now you have prepared the data for this Cifar10 example, the final step is to
execute the `run.sh` script,
+
+ # in SINGA_ROOT/examples/cifar10/
+ $ ./run.sh
+
+You should see the detailed output as follows: first read the data files in
order, show the statistics of training and testing data, then show the details
of neural net structure with some parameter information, finally illustrate the
performance details during training and validation process. The number of
epochs can be specified in `run.sh` file.
+
+ Start training
+ Reading file cifar-10-batches-bin/data_batch_1.bin
+ Reading file cifar-10-batches-bin/data_batch_2.bin
+ Reading file cifar-10-batches-bin/data_batch_3.bin
+ Reading file cifar-10-batches-bin/data_batch_4.bin
+ Reading file cifar-10-batches-bin/data_batch_5.bin
+ Reading file cifar-10-batches-bin/test_batch.bin
+ Training samples = 50000, Test samples = 10000
+ conv1(32, 32, 32, )
+ pool1(32, 16, 16, )
+ relu1(32, 16, 16, )
+ lrn1(32, 16, 16, )
+ conv2(32, 16, 16, )
+ relu2(32, 16, 16, )
+ pool2(32, 8, 8, )
+ lrn2(32, 8, 8, )
+ conv3(64, 8, 8, )
+ relu3(64, 8, 8, )
+ pool3(64, 4, 4, )
+ flat(1024, )
+ ip(10, )
+ conv1_weight : 8.09309e-05
+ conv1_bias : 0
+ conv2_weight : 0.00797731
+ conv2_bias : 0
+ conv3_weight : 0.00795888
+ conv3_bias : 0
+ ip_weight : 0.00798683
+ ip_bias : 0
+ Messages will be appended to an existed file: train_perf
+ Messages will be appended to an existed file: val_perf
+ Epoch 0, training loss = 1.828369, accuracy = 0.329420, lr = 0.001000
+ Epoch 0, val loss = 1.561823, metric = 0.420600
+ Epoch 1, training loss = 1.465898, accuracy = 0.469940, lr = 0.001000
+ Epoch 1, val loss = 1.361778, metric = 0.513300
+ Epoch 2, training loss = 1.320708, accuracy = 0.529000, lr = 0.001000
+ Epoch 2, val loss = 1.242080, metric = 0.549100
+ Epoch 3, training loss = 1.213776, accuracy = 0.571620, lr = 0.001000
+ Epoch 3, val loss = 1.175346, metric = 0.582000
+
+The training details are stored in `train_perf` file in the same directory and
the validation details in `val_perf` file.
+
+
+## Running instructions for Python version
+To run CNN example in Python version, we need to compile SINGA with Python
binding,
+
+ $ mkdir build && cd build
+ $ cmake -DUSE_PYTHON=ON ..
+ $ make
+
+Now download the Cifar10 dataset,
+
+ # switch to cifar10 directory
+ $ cd ../examples/cifar10
+ # download data for Python version
+ $ python download_data.py py
+
+During downloading, you should see the detailed output like
+
+ Downloading CIFAR10 from
http://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz
+ The tar file does exist. Extracting it now..
+ Finished!
+
+Then execute the `train.py` script to build the model
+
+ $ python train.py
+
+You should see the output as follows including the details of neural net
structure with some parameter information, reading data files, and the
performance details during training and testing process.
+
+ (32L, 32L, 32L)
+ (32L, 16L, 16L)
+ (32L, 16L, 16L)
+ (32L, 16L, 16L)
+ (32L, 16L, 16L)
+ (32L, 16L, 16L)
+ (32L, 8L, 8L)
+ (32L, 8L, 8L)
+ (64L, 8L, 8L)
+ (64L, 8L, 8L)
+ (64L, 4L, 4L)
+ (1024L,)
+ Start intialization............
+ conv1_weight gaussian 7.938460476e-05
+ conv1_bias constant 0.0
+ conv2_weight gaussian 0.00793507322669
+ conv2_bias constant 0.0
+ conv3_weight gaussian 0.00799657031894
+ conv3_bias constant 0.0
+ dense_weight gaussian 0.00804364029318
+ dense_bias constant 0.0
+ Loading data ..................
+ Loading data file cifar-10-batches-py/data_batch_1
+ Loading data file cifar-10-batches-py/data_batch_2
+ Loading data file cifar-10-batches-py/data_batch_3
+ Loading data file cifar-10-batches-py/data_batch_4
+ Loading data file cifar-10-batches-py/data_batch_5
+ Loading data file cifar-10-batches-py/test_batch
+ Epoch 0
+ training loss = 1.881866, training accuracy = 0.306360 accuracy = 0.420000
+ test loss = 1.602577, test accuracy = 0.412200
+ Epoch 1
+ training loss = 1.536011, training accuracy = 0.441940 accuracy = 0.500000
+ test loss = 1.378170, test accuracy = 0.507600
+ Epoch 2
+ training loss = 1.333137, training accuracy = 0.519960 accuracy = 0.520000
+ test loss = 1.272205, test accuracy = 0.540600
+ Epoch 3
+ training loss = 1.185212, training accuracy = 0.574120 accuracy = 0.540000
+ test loss = 1.211573, test accuracy = 0.567600
+
+This script will call `alexnet.py` file to build the alexnet model. After the
training is finished, SINGA will save the model parameters into a checkpoint
file `model.bin` in the same directory. Then we can use this `model.bin` file
for prediction.
+
+ $ python predict.py
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=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/installation.md.txt (original)
+++ incubator/singa/site/trunk/en/_sources/docs/installation.md.txt Sun Sep 10
05:02:15 2017
@@ -1,38 +1,109 @@
# Installation
-## From Conda
-Conda is a package manager provided by
[Anaconda](https://www.continuum.io/downloads) or
[Miniconda](https://conda.io/miniconda.html).
-Currently, SINGA has conda packages (Python 2.7 and Python 3.6) for Linux and
MacOSX.
+## From wheel
-### Linux
+Users can download the pre-compiled wheel files to install PySINGA.
+PySINGA has been tested on Linux (Ubunu 14.04 and 16.04) and Mac OS (10.11 and
10.12).
-1. CPU only
+### Pre-requisite
+
+Python 2.7 and pip are required
+
+ # For Ubuntu
+ $ sudo apt-get install python2.7-dev python-pip
+
+ # For Mac
+ $ brew tap homebrew/python
+ $ brew install python
+
+Note for Mac OS, you need to configure the (python) paths correctly if
multiple python versions are installed.
+Refer to FAQ for the errors and solutions.
+
+### Virtual environment
+
+Users are recommended to use PySINGA in python virtual environment.
- conda install -c nusdbsystem singa
+To use pip with virtual environment,
-2. GPU via CUDA+cuDNN
+ # install virtualenv
+ $ pip install virtualenv
+ $ virtualenv pysinga
+ $ source pysinga/bin/activate
- conda install -c nusdbsystem singa-cudax.y-cudnnz
+To use anaconda with virtual environment,
- where `x.y,z` is one of <8.0, 5>, <7.5, 5> and <7.5, 4>.
- Users need to install CUDA and cuDNN before installing SINGA.
- If cuDNN is not in system folders (e.g., /usr/local), export the folder of
libcudnn.so to LD_LIBRARY_PATH
+ $ conda create --name pysinga python=2
+ $ source activate pysinga
-### Mac OSX
+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.
-Only the CPU version is available,
- conda config --add channels conda-forge
- conda install -c nusdbsystem singa
+### Instructions
+
+Currently, the following wheel files are available,
+
+<table border="1">
+ <tr>
+ <th>OS</th>
+ <th>Device</th>
+ <th>CUDA/cuDNN</th>
+ <th>Link</th>
+ </tr>
+ <tr>
+ <td>Ubuntu14.04</td>
+ <td>CPU</td>
+ <td>-</td>
+ <td><a
href="http://comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/linux/latest/ubuntu14.04-cpp/";>latest</a>,
<a
href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/linux";>history</a></td>
+ </tr>
+ <tr>
+ <td>Ubuntu14.04</td>
+ <td>GPU</td>
+ <td>CUDA7.5+cuDNN4</td>
+ <td><a
href="http://comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/linux/latest/ubuntu14.04-cuda7.5-cudnn4/";>latest</a>,
<a
href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/linux";>history</a></td>
+ </tr>
+ <tr>
+ <td>Ubuntu14.04</td>
+ <td>GPU</td>
+ <td>CUDA7.5+cuDNN5</td>
+ <td><a
href="http://comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/linux/latest/ubuntu14.04-cuda7.5-cudnn5/";>latest</a>,
<a
href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/linux";>history</a></td>
+ </tr>
+ <tr>
+ <td>Ubuntu16.04</td>
+ <td>CPU</td>
+ <td>-</td>
+ <td><a
href="http://comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/linux/latest/ubuntu16.04-cpp/";>latest</a>,
<a
href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/linux";>history</a></td>
+ </tr>
+ <tr>
+ <td>Ubuntu16.04</td>
+ <td>GPU</td>
+ <td>CUDA8.0+cuDNN5</td>
+ <td><a
href="http://comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/linux/latest/ubuntu16.04-cuda8.0-cudnn5/";>latest</a>,
<a
href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/linux";>history</a></td>
+ </tr>
+ <tr>
+ <td>MacOSX10.11</td>
+ <td>CPU</td>
+ <td>-</td>
+ <td><a
href="http://comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/macosx/latest/macosx10.11-cpp/";>latest</a>,
<a
href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/macosx";>history</a></td>
+ </tr>
+ <tr>
+ <td>MacOSX10.12</td>
+ <td>CPU</td>
+ <td>-</td>
+ <td><a
href="http://comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/macosx/latest/macosx10.12-cpp/";>latest</a>,
<a
href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/wheel/macosx";>history</a></td>
+ </tr>
+</table>
+Download the whl file and execute the following command to install PySINGA,
-If there is no error message from
+ $ pip install --upgrade <path to the whel file>
- python -c "from singa import tensor"
+To install the wheel file compiled with CUDA, you need to install CUDA and
export the `LD_LIBRARY_PATH` to cuDNN before running the above instruction.
-then SINGA is installed successfully.
+If you have sudo right, you can run the above commands using `sudo pip
install` without python virtual environment.
+The option `--upgrade` may cause errors sometimes, in which case you can
ignore it.
## From Debian Package
@@ -55,19 +126,25 @@ The following Debian packages (on archit
<td>Ubuntu14.04</td>
<td>GPU</td>
<td>CUDA7.5+cuDNN4</td>
- <td>-</td>
+ <td>coming soon</td>
</tr>
<tr>
<td>Ubuntu14.04</td>
<td>GPU</td>
<td>CUDA7.5+cuDNN5</td>
+ <td>coming soon</td>
+ </tr>
+ <tr>
+ <td>Ubuntu16.04</td>
+ <td>CPU</td>
<td>-</td>
+ <td><a
href="http://comp.nus.edu.sg/~dbsystem/singa/assets/file/debian/latest/ubuntu16.04-cpp/python-singa.deb";>latest</a>,
<a
href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/debian";>history</a></td>
</tr>
<tr>
- <td>Ubuntu14.04</td>
+ <td>Ubuntu16.04</td>
<td>GPU</td>
<td>CUDA8.0+cuDNN5</td>
- <td>-</td>
+ <td>coming soon</td>
</tr>
</table>
@@ -89,7 +166,7 @@ The source files could be downloaded eit
The following libraries are required
* cmake (>=2.8)
* gcc (>=4.8.1) or Clang
-* google protobuf (>=2.5)
+* google protobuf (>=2.5,<3)
* blas (tested with openblas >=0.2.10)
* swig(>=3.0.10) for compiling PySINGA
* numpy(>=1.11.0) for compiling PySINGA
@@ -105,13 +182,10 @@ The following libraries are optional
2. run `cmake [options] ..`
by default all options are OFF except `USE_PYTHON`
- * `USE_MODULES=ON`, used if protobuf and blas are not installed a prior
+ * `USE_MODUELS=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_OPENCL=ON`, used for compiling with OpenCL support
- * `PYTHON3=ON`, used for compiling with Python 3 support. (The default is
Python 2)
- * `PACKAGE=ON`, used for building the Debian package
-
3. compile the code, e.g., `make`
4. goto python folder
5. run `pip install .`
@@ -130,10 +204,8 @@ The following instructions are tested on
# required libraries
$ sudo apt-get install libprotobuf-dev libopenblas-dev protobuf-compiler
- # optional libraries.
+ # optional libraries
$ sudo apt-get install python2.7-dev python-pip python-numpy
- # for Python 3
- $ sudo apt-get install python3-dev python3-numpy, python3-pip
$ sudo apt-get install libopencv-dev libgoogle-glog-dev liblmdb-dev
The following instructions are tested on Mac OS X Yosemite (10.11 and 10.12)
for installing dependent libraries.
@@ -263,17 +335,6 @@ To build SINGA with OpenCL support, you
cmake -DUSE_OPENCL=ON ..
-#### Compile SINGA with PYTHON2=ON
-
-The default Python version for SINGA is 3. SINGA can be built for Python 2 by
setting PYTHON2=ON.
-
-#### Compile SINGA with PACKAGE=ON
-
-This setting is used to build the Debian package. Set PACKAGE=ON and build the
package with make command like this:
-
- $ cmake -DPACKAGE=ON
- $ make package
-
### Compile SINGA on Windows
For the dependent library installation, please refer to
[Dependencies](dependencies.md).
@@ -315,7 +376,7 @@ just copy the dll files into the same fo
* Q: Error from 'import singa' using PySINGA installed from wheel.
A: Please check the detailed error from `python -c "from singa import
_singa_wrap"`. Sometimes it is
- caused by the dependent libraries, e.g. there are multiple versions of
protobuf, missing of cudnn, numpy version mismatch. Following
+ caused by the dependent libraries, e.g. there are multiple versions of
protobuf or missing of cudnn. Following
steps show the solutions for different cases
1. Check the cudnn and cuda and gcc versions, cudnn5 and cuda7.5 and
gcc4.8/4.9 are preferred. if gcc is 5.0, then downgrade it.
If cudnn is missing or not match with the wheel version, you can
download the correct version of cudnn into ~/local/cudnn/ and
@@ -332,18 +393,9 @@ just copy the dll files into the same fo
$ source ~/.bashrc
3. If it cannot find other libs including python, then create virtual env
using pip or conda;
+ and then install SINGA via
- 4. If it is not caused by the above reasons, go to the folder of
`_singa_wrap.so`,
-
- $ python
- >> import importlib
- >> importlib.import_module('_singa_wrap')
-
- Check the error message. For example, if the numpy version mismatches,
the error message would be,
-
- RuntimeError: module compiled against API version 0xb but this
version of numpy is 0xa
-
- Then you need to upgrade the numpy.
+ $ pip install --upgrade <url of singa wheel>
* Q: Error from running `cmake ..`, which cannot find the dependent libraries.
@@ -442,7 +494,7 @@ just copy the dll files into the same fo
* Q: When I run PySINGA in Mac OS X, I got the error "Fatal Python error:
PyThreadState_Get: no current thread Abort trap: 6"
- A: This error happens typically when you have multiple version of Python
on your system and you installed SINGA via pip (this problem is resolved for
installation via conda),
+ A: This error happens typically when you have multiple version of Python
on your system,
e.g, the one comes with the OS and the one installed by Homebrew. The
Python linked by PySINGA must be the same as the Python interpreter.
You can check your interpreter by `which python` and check the Python
linked by PySINGA via `otool -L <path to _singa_wrap.so>`.
To fix this error, compile SINGA with the correct version of Python.
Modified:
incubator/singa/site/trunk/en/_sources/docs/model_zoo/examples/imagenet/resnet/README.md.txt
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/model_zoo/examples/imagenet/resnet/README.md.txt?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
---
incubator/singa/site/trunk/en/_sources/docs/model_zoo/examples/imagenet/resnet/README.md.txt
(original)
+++
incubator/singa/site/trunk/en/_sources/docs/model_zoo/examples/imagenet/resnet/README.md.txt
Sun Sep 10 05:02:15 2017
@@ -31,7 +31,7 @@ In this example, we convert Residual Net
$ python serve.py --parameter_file resnet-18.pickle --model resnet
--depth 18 &
The parameter files for the following model and depth configuration pairs
are provided:
- * resnet (original resnet),
[18](https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/resnet-18.tar.gz)|[34](https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/resnet-34.tar.gz)|[101](https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/resnet-101.tar.gz)|[152](https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/resnet-152.tar.gz)
+ * resnet (original resnet),
[18](https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/resnet-101.tar.gz)|[34](https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/resnet-34.tar.gz)|[101](https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/resnet-101.tar.gz)|[152](https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/resnet-152.tar.gz)
* addbn (resnet with a batch normalization layer after the addition),
[50](https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/resnet-50.tar.gz)
* wrn (wide resnet),
[50](https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/wrn-50-2.tar.gz)
* preact (resnet with pre-activation)
[200](https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/resnet-200.tar.gz)
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=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/index.rst.txt (original)
+++ incubator/singa/site/trunk/en/_sources/index.rst.txt Sun Sep 10 05:02:15
2017
@@ -16,35 +16,35 @@
under the License.
-.. SINGA documentation master file, created by
+.. 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
contain the root `toctree` directive.
-Welcome to Apache SINGA
+Welcome to Apache Singa
=======================
Recent News
-----------
-* **Version 1.1.0** is now available, 12 Feb, 2017. `Download SINGA v1.1.0
<downloads.html>`_
+* **Version 1.1** is now available, 12 Feb, 2017. `Download SINGA v1.1.0
<downloads.html>`_
* A tutorial on SINGA V1 will be given at `SGInnovate
<https://www.eventbrite.sg/e/ai-eveningssginnovate-apache-singa-tickets-31505061487>`_,
on 23 March, 2017
-* **Version 1.0.0** is now available, 9 Sep, 2016. `Download SINGA v1.0.0
<downloads.html>`_
+* **Version 1** is now available, 9 Sep, 2016. `Download SINGA v1.0.0
<downloads.html>`_
* SINGA will be presented at `REWORK
<https://www.re-work.co/events/deep-learning-singapore/schedule>`_, 21 Oct,
2016.
* SINGA was presented at `PyDataSG
<http://www.meetup.com/PyData-SG/events/229691286/>`_, 16 Aug, 2016.
-* **Version 0.3.0** is now available, 20 April, 2016. `Download SINGA v0.3.0
<downloads.html>`_
+* The **third release** is now available, 20 April, 2016. `Download SINGA
v0.3.0 <downloads.html>`_
-* **Version 0.2.0** is now available, 14 Jan, 2016. `Download SINGA v0.2.0
<downloads.html>`_.
+* The **second release** is now available, 14 Jan, 2016. `Download SINGA
v0.2.0 <downloads.html>`_.
* SINGA will be presented at `Strata+Hadoop
<http://strataconf.com/big-data-conference-sg-2015/public/schedule/detail/45123>`_
on 2 Dec, 2015
* SINGA was presented at `ACM Multimedia
<http://www.acmmm.org/2015/at-a-glance/>`_ Best Paper session and Open Source
Software Competition session, 26-30 Oct, 2015 (`Slides
<http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/mm2015.ppt>`_)
-* **Version 0.1.0** is now available, 8 Oct, 2015. `Download SINGA v0.1.0
<downloads.html>`_.
+* The **first release** is now available, 8 Oct, 2015. `Download SINGA v0.1.0
<downloads.html>`_.
* SINGA was presented at `workshop on deep learning
<http://www.comp.nus.edu.sg/~dbsystem/singa/workshop>`_ held on 16 Sep, 2015
@@ -68,27 +68,6 @@ Getting Started
* 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.
-.. |logo1| image:: _static/github.png
- :scale: 100%
- :align: middle
- :target: https://github.com/apache/incubator-singa
-.. |logo2| image:: _static/awsmp.gif
- :scale: 100%
- :align: middle
- :target:
https://aws.amazon.com/marketplace/seller-profile?id=5bcac385-12c4-4802-aec7-351e09b77b4c
-.. |logo3| image:: _static/docker.png
- :scale: 50%
- :align: middle
- :target: https://hub.docker.com/r/nusdbsystem/singa/
-.. |logo4| image:: _static/jupyter.png
- :scale: 25%
- :align: middle
- :target:
http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb
-
-+---------+---------+---------+---------+
-| |logo1| | |logo2| | |logo3| | |logo4| |
-+---------+---------+---------+---------+
-
Documentation
-------------
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=1807938&r1=1807937&r2=1807938&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 Sep 10 05:02:15 2017
@@ -1,4 +1,4 @@
-# singa-incubating-0.1.0 Release Notes
+#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=1807938&r1=1807937&r2=1807938&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 Sep 10 05:02:15 2017
@@ -1,4 +1,4 @@
-# singa-incubating-0.2.0 Release Notes
+#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=1807938&r1=1807937&r2=1807938&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 Sep 10 05:02:15 2017
@@ -1,4 +1,4 @@
-# singa-incubating-0.3.0 Release Notes
+#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=1807938&r1=1807937&r2=1807938&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 Sep 10 05:02:15 2017
@@ -1,4 +1,4 @@
-# singa-incubating-1.0.0 Release Notes
+#singa-incubating-1.0.0 Release Notes
---
@@ -49,7 +49,7 @@ This release includes following features
* [SINGA-199] Implement Python classes for SGD optimizers
* [SINGA-198] Change Layer::Setup API to include input Tensor shapes
* [SINGA-193] Add Python layers
- * [SINGA-192] Implement optimization algorithms for SINGA v1
(nesterove, adagrad, rmsprop)
+ * [SINGA-192] Implement optimization algorithms for Singa v1
(nesterove, adagrad, rmsprop)
* [SINGA-191] Add "autotune" for CudnnConvolution Layer
* [SINGA-190] Add prelu layer and flatten layer
* [SINGA-189] Generate python outputs of proto files
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=1807938&r1=1807937&r2=1807938&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 Sep 10 05:02:15 2017
@@ -1,4 +1,4 @@
-# singa-incubating-1.1.0 Release Notes
+#singa-incubating-1.1.0 Release Notes
---
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=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/community/issue-tracking.html (original)
+++ incubator/singa/site/trunk/en/community/issue-tracking.html Sun Sep 10
05:02:15 2017
@@ -178,7 +178,7 @@
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -245,7 +245,7 @@
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
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=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/community/mail-lists.html (original)
+++ incubator/singa/site/trunk/en/community/mail-lists.html Sun Sep 10 05:02:15
2017
@@ -205,7 +205,7 @@
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -272,7 +272,7 @@
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
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=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/community/source-repository.html (original)
+++ incubator/singa/site/trunk/en/community/source-repository.html Sun Sep 10
05:02:15 2017
@@ -196,7 +196,7 @@
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -263,7 +263,7 @@
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
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=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/community/team-list.html (original)
+++ incubator/singa/site/trunk/en/community/team-list.html Sun Sep 10 05:02:15
2017
@@ -270,14 +270,6 @@
<td><a class="reference external"
href="mailto:kaiping%40apache.org";>kaiping<span>@</span>apache<span>.</span>org</a></td>
<td>National University of Singapore</td>
</tr>
-<tr class="row-even"><td>Moaz Reyad</td>
-<td><a class="reference external"
href="mailto:moazreyad%40gmail.com";>moazreyad<span>@</span>gmail<span>.</span>com</a></td>
-<td>National University of Singapore</td>
-</tr>
-<tr class="row-odd"><td>Chang Yao</td>
-<td><a class="reference external"
href="mailto:yaochang2009%40gmail.com";>yaochang2009<span>@</span>gmail<span>.</span>com</a></td>
-<td>yzBigdata</td>
-</tr>
</tbody>
</table>
</div>
@@ -300,7 +292,7 @@
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -367,7 +359,7 @@
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
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=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/develop/contribute-code.html (original)
+++ incubator/singa/site/trunk/en/develop/contribute-code.html Sun Sep 10
05:02:15 2017
@@ -231,7 +231,7 @@ will be automatically updated. For detai
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -298,7 +298,7 @@ will be automatically updated. For detai
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
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=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/develop/contribute-docs.html (original)
+++ incubator/singa/site/trunk/en/develop/contribute-docs.html Sun Sep 10
05:02:15 2017
@@ -157,8 +157,8 @@
<span id="how-to-contribute-to-documentation"></span><h1>How to Contribute to
Documentation<a class="headerlink" href="#how-to-contribute-to-documentation"
title="Permalink to this headline">¶</a></h1>
<div class="section" id="website">
<span id="website"></span><h2>Website<a class="headerlink" href="#website"
title="Permalink to this headline">¶</a></h2>
-<p>This document gives step-by-step instructions for deploying <a
class="reference external" href="http://singa.incubator.apache.org";>SINGA
website</a>.</p>
-<p>SINGA website is built by <a class="reference external"
href="http://www.sphinx-doc.org";>Sphinx</a> >=1.4.4 from a source tree
stored in git: https://github.com/apache/incubator-singa/tree/master/doc.</p>
+<p>This document gives step-by-step instructions for deploying <a
class="reference external" href="http://singa.incubator.apache.org";>Singa
website</a>.</p>
+<p>Singa website is built by <a class="reference external"
href="http://www.sphinx-doc.org";>Sphinx</a> >=1.4.4 from a source tree
stored in git: https://github.com/apache/incubator-singa/tree/master/doc.</p>
<p>To install Sphinx:</p>
<div class="highlight-default"><div class="highlight"><pre><span></span>$ pip
install -U Sphinx
</pre></div>
@@ -209,7 +209,7 @@ $ svn commit -m "commit messages&qu
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -276,7 +276,7 @@ $ svn commit -m "commit messages&qu
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
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=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/develop/how-contribute.html (original)
+++ incubator/singa/site/trunk/en/develop/how-contribute.html Sun Sep 10
05:02:15 2017
@@ -154,7 +154,7 @@
<p>As with any open source project, there are several ways you can help:</p>
<ul class="simple">
<li>Join the <a class="reference external"
href="http://singa.apache.org/en/community/mail-lists.html";>mailing list</a>
and answer other user’s questions.</li>
-<li><a class="reference external"
href="http://singa.apache.org/en/docs/installation.html";>Build SINGA</a> by
yourself.</li>
+<li><a class="reference external"
href="http://singa.apache.org/en/docs/installation.html";>Build Singa</a> by
yourself.</li>
<li>Report bugs, feature requests and other issues in the <a class="reference
external" href="http://singa.apache.org/en/community/issue-tracking.html";>issue
tracking</a> application.</li>
<li>Check SINGA’s <a class="reference external"
href="http://singa.apache.org/en/develop/schedule.html";>development
schedule</a> and <a class="reference external"
href="http://singa.apache.org/en/develop/contribute-code.html";>contribute
code</a> by providing patches.</li>
<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>
@@ -180,7 +180,7 @@
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -247,7 +247,7 @@
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
Modified: incubator/singa/site/trunk/en/develop/schedule.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/develop/schedule.html?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/develop/schedule.html (original)
+++ incubator/singa/site/trunk/en/develop/schedule.html Sun Sep 10 05:02:15 2017
@@ -355,7 +355,7 @@
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -422,7 +422,7 @@
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
Modified: incubator/singa/site/trunk/en/docs.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs.html?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs.html (original)
+++ incubator/singa/site/trunk/en/docs.html Sun Sep 10 05:02:15 2017
@@ -153,9 +153,10 @@
<ul>
<li class="toctree-l1"><a class="reference internal"
href="docs/index.html">Documentation</a><ul>
<li class="toctree-l2"><a class="reference internal"
href="docs/installation.html">Installation</a><ul>
-<li class="toctree-l3"><a class="reference internal"
href="docs/installation.html#from-conda">From Conda</a><ul>
-<li class="toctree-l4"><a class="reference internal"
href="docs/installation.html#linux">Linux</a></li>
-<li class="toctree-l4"><a class="reference internal"
href="docs/installation.html#mac-osx">Mac OSX</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="docs/installation.html#from-wheel">From wheel</a><ul>
+<li class="toctree-l4"><a class="reference internal"
href="docs/installation.html#pre-requisite">Pre-requisite</a></li>
+<li class="toctree-l4"><a class="reference internal"
href="docs/installation.html#virtual-environment">Virtual environment</a></li>
+<li class="toctree-l4"><a class="reference internal"
href="docs/installation.html#instructions">Instructions</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal"
href="docs/installation.html#from-debian-package">From Debian Package</a></li>
@@ -167,8 +168,6 @@
<li class="toctree-l5"><a class="reference internal"
href="docs/installation.html#compile-with-use-python-on">Compile with
USE_PYTHON=ON</a></li>
<li class="toctree-l5"><a class="reference internal"
href="docs/installation.html#compile-singa-with-use-cuda-on">Compile SINGA with
USE_CUDA=ON</a></li>
<li class="toctree-l5"><a class="reference internal"
href="docs/installation.html#compile-singa-with-use-opencl-on">Compile SINGA
with USE_OPENCL=ON</a></li>
-<li class="toctree-l5"><a class="reference internal"
href="docs/installation.html#compile-singa-with-python2-on">Compile SINGA with
PYTHON2=ON</a></li>
-<li class="toctree-l5"><a class="reference internal"
href="docs/installation.html#compile-singa-with-package-on">Compile SINGA with
PACKAGE=ON</a></li>
</ul>
</li>
<li class="toctree-l4"><a class="reference internal"
href="docs/installation.html#compile-singa-on-windows">Compile SINGA on
Windows</a></li>
@@ -262,7 +261,7 @@
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -329,7 +328,7 @@
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "_static/apache.jpg"> </a>
</div>
<a href="https://github.com/apache/incubator-singa";>
Modified: incubator/singa/site/trunk/en/docs/cnn.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/cnn.html?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/cnn.html (original)
+++ incubator/singa/site/trunk/en/docs/cnn.html Sun Sep 10 05:02:15 2017
@@ -9,7 +9,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0">
- <title>Quickstart - Cifar10 example — incubator-singa 1.1.0
documentation</title>
+ <title>Running instructions for CPP version — incubator-singa 1.1.0
documentation</title>
@@ -135,7 +135,7 @@
<ul class="wy-breadcrumbs">
<li><a href="../index.html">Docs</a> »</li>
- <li>Quickstart - Cifar10 example</li>
+ <li>Running instructions for CPP version</li>
<li class="wy-breadcrumbs-aside">
@@ -147,11 +147,10 @@
<div role="main" class="document" itemscope="itemscope"
itemtype="http://schema.org/Article";>
<div itemprop="articleBody">
- <div class="section" id="quickstart-cifar10-example">
-<span id="quickstart-cifar10-example"></span><h1>Quickstart - Cifar10
example<a class="headerlink" href="#quickstart-cifar10-example"
title="Permalink to this headline">¶</a></h1>
-<p>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 <a class="reference
external" href="http://www.cs.toronto.edu/~kriz/cifar.html";>CIFAR10
dataset</a>.</p>
+ <p>#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 <a class="reference external"
href="http://www.cs.toronto.edu/~kriz/cifar.html";>CIFAR10 dataset</a>.</p>
<div class="section" id="running-instructions-for-cpp-version">
-<span id="running-instructions-for-cpp-version"></span><h2>Running
instructions for CPP version<a class="headerlink"
href="#running-instructions-for-cpp-version" title="Permalink to this
headline">¶</a></h2>
+<span id="running-instructions-for-cpp-version"></span><h1>Running
instructions for CPP version<a class="headerlink"
href="#running-instructions-for-cpp-version" title="Permalink to this
headline">¶</a></h1>
<p>Please refer to <a class="reference external"
href="installation.html">Installation</a> page for how to install SINGA.
Currently, we CNN requires CUDNN, hence both CUDA and CUDNN should be installed
and SINGA should be compiled with CUDA and CUDNN.</p>
<p>The Cifar10 dataset could be downloaded by running</p>
<div class="highlight-default"><div class="highlight"><pre><span></span>#
switch to cifar10 directory
@@ -217,7 +216,7 @@ $ ./run.sh
<p>The training details are stored in <code class="docutils literal"><span
class="pre">train_perf</span></code> file in the same directory and the
validation details in <code class="docutils literal"><span
class="pre">val_perf</span></code> file.</p>
</div>
<div class="section" id="running-instructions-for-python-version">
-<span id="running-instructions-for-python-version"></span><h2>Running
instructions for Python version<a class="headerlink"
href="#running-instructions-for-python-version" title="Permalink to this
headline">¶</a></h2>
+<span id="running-instructions-for-python-version"></span><h1>Running
instructions for Python version<a class="headerlink"
href="#running-instructions-for-python-version" title="Permalink to this
headline">¶</a></h1>
<p>To run CNN example in Python version, we need to compile SINGA with Python
binding,</p>
<div class="highlight-default"><div class="highlight"><pre><span></span>$
mkdir build && cd build
$ cmake -DUSE_PYTHON=ON ..
@@ -289,7 +288,6 @@ $ python download_data.py py
</pre></div>
</div>
</div>
-</div>
</div>
@@ -301,7 +299,7 @@ $ python download_data.py py
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -368,7 +366,7 @@ $ python download_data.py py
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
Modified: incubator/singa/site/trunk/en/docs/converter.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/converter.html?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/converter.html (original)
+++ incubator/singa/site/trunk/en/docs/converter.html Sun Sep 10 05:02:15 2017
@@ -193,7 +193,7 @@
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -260,7 +260,7 @@
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
Modified: incubator/singa/site/trunk/en/docs/data.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/data.html?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/data.html (original)
+++ incubator/singa/site/trunk/en/docs/data.html Sun Sep 10 05:02:15 2017
@@ -249,7 +249,7 @@ space or comma</li>
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -316,7 +316,7 @@ space or comma</li>
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
Modified: incubator/singa/site/trunk/en/docs/dependencies.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/dependencies.html?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/dependencies.html (original)
+++ incubator/singa/site/trunk/en/docs/dependencies.html Sun Sep 10 05:02:15
2017
@@ -235,7 +235,7 @@ folders).</p>
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -302,7 +302,7 @@ folders).</p>
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
Modified: incubator/singa/site/trunk/en/docs/device.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/device.html?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/device.html (original)
+++ incubator/singa/site/trunk/en/docs/device.html Sun Sep 10 05:02:15 2017
@@ -266,7 +266,7 @@ to call singa::Device and its methods.</
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -333,7 +333,7 @@ to call singa::Device and its methods.</
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
Modified: incubator/singa/site/trunk/en/docs/docker.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/docker.html?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/docker.html (original)
+++ incubator/singa/site/trunk/en/docs/docker.html Sun Sep 10 05:02:15 2017
@@ -217,7 +217,7 @@ The folder structure is like</p>
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -284,7 +284,7 @@ The folder structure is like</p>
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
Modified: incubator/singa/site/trunk/en/docs/image_tool.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/image_tool.html?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/image_tool.html (original)
+++ incubator/singa/site/trunk/en/docs/image_tool.html Sun Sep 10 05:02:15 2017
@@ -483,7 +483,7 @@ it into given size.</p>
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -550,7 +550,7 @@ it into given size.</p>
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
Modified: incubator/singa/site/trunk/en/docs/index.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/index.html?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/index.html (original)
+++ incubator/singa/site/trunk/en/docs/index.html Sun Sep 10 05:02:15 2017
@@ -172,9 +172,10 @@
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal"
href="installation.html">Installation</a><ul>
-<li class="toctree-l2"><a class="reference internal"
href="installation.html#from-conda">From Conda</a><ul>
-<li class="toctree-l3"><a class="reference internal"
href="installation.html#linux">Linux</a></li>
-<li class="toctree-l3"><a class="reference internal"
href="installation.html#mac-osx">Mac OSX</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="installation.html#from-wheel">From wheel</a><ul>
+<li class="toctree-l3"><a class="reference internal"
href="installation.html#pre-requisite">Pre-requisite</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="installation.html#virtual-environment">Virtual environment</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="installation.html#instructions">Instructions</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal"
href="installation.html#from-debian-package">From Debian Package</a></li>
@@ -186,8 +187,6 @@
<li class="toctree-l4"><a class="reference internal"
href="installation.html#compile-with-use-python-on">Compile with
USE_PYTHON=ON</a></li>
<li class="toctree-l4"><a class="reference internal"
href="installation.html#compile-singa-with-use-cuda-on">Compile SINGA with
USE_CUDA=ON</a></li>
<li class="toctree-l4"><a class="reference internal"
href="installation.html#compile-singa-with-use-opencl-on">Compile SINGA with
USE_OPENCL=ON</a></li>
-<li class="toctree-l4"><a class="reference internal"
href="installation.html#compile-singa-with-python2-on">Compile SINGA with
PYTHON2=ON</a></li>
-<li class="toctree-l4"><a class="reference internal"
href="installation.html#compile-singa-with-package-on">Compile SINGA with
PACKAGE=ON</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal"
href="installation.html#compile-singa-on-windows">Compile SINGA on
Windows</a></li>
@@ -288,7 +287,7 @@
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -355,7 +354,7 @@
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
Modified: incubator/singa/site/trunk/en/docs/initializer.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/initializer.html?rev=1807938&r1=1807937&r2=1807938&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/initializer.html (original)
+++ incubator/singa/site/trunk/en/docs/initializer.html Sun Sep 10 05:02:15 2017
@@ -263,7 +263,7 @@ Rectifiers: Surpassing Human-Level Perfo
<div role="contentinfo">
<p>
- © Copyright 2017 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..
+ © Copyright 2017 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>
@@ -330,7 +330,7 @@ Rectifiers: Surpassing Human-Level Perfo
</dl>
</div>
- <a href="http://incubator.apache.org/";> <img src= "../_static/apache.png"
style="background-color:white;"> </a>
+ <a href="http://incubator.apache.org/";> <img src= "../_static/apache.jpg">
</a>
</div>
<a href="https://github.com/apache/incubator-singa";>
