Author: wangwei
Date: Tue Jun 26 14:52:25 2018
New Revision: 1834433
URL: http://svn.apache.org/viewvc?rev=1834433&view=rev
Log:
update the docs by jenkins for commit b944795
Added:
incubator/singa/site/trunk/en/_sources/docs/model_zoo/imagenet/densenet/
incubator/singa/site/trunk/en/_sources/docs/model_zoo/imagenet/densenet/README.md.txt
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/densenet/
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/densenet/README.html
Modified:
incubator/singa/site/trunk/en/_sources/docs/model_zoo/imagenet/vgg/README.md.txt
incubator/singa/site/trunk/en/_sources/docs/model_zoo/index.rst.txt
incubator/singa/site/trunk/en/_sources/downloads.md.txt
incubator/singa/site/trunk/en/docs.html
incubator/singa/site/trunk/en/docs/index.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/imagenet/alexnet/README.html
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/googlenet/README.html
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html
incubator/singa/site/trunk/en/docs/model_zoo/index.html
incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html
incubator/singa/site/trunk/en/downloads.html
incubator/singa/site/trunk/en/objects.inv
incubator/singa/site/trunk/en/searchindex.js
Added:
incubator/singa/site/trunk/en/_sources/docs/model_zoo/imagenet/densenet/README.md.txt
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/model_zoo/imagenet/densenet/README.md.txt?rev=1834433&view=auto
==============================================================================
---
incubator/singa/site/trunk/en/_sources/docs/model_zoo/imagenet/densenet/README.md.txt
(added)
+++
incubator/singa/site/trunk/en/_sources/docs/model_zoo/imagenet/densenet/README.md.txt
Tue Jun 26 14:52:25 2018
@@ -0,0 +1,50 @@
+---
+name: DenseNet models on ImageNet
+SINGA version: 1.1.1
+SINGA commit:
+license:
https://github.com/pytorch/vision/blob/master/torchvision/models/densenet.py
+---
+
+# Image Classification using DenseNet
+
+
+In this example, we convert DenseNet on
[PyTorch](https://github.com/pytorch/vision/blob/master/torchvision/models/densenet.py)
+to SINGA for image classification.
+
+## Instructions
+
+* Download one parameter checkpoint file (see below) and the synset word file
of ImageNet into this folder, e.g.,
+
+ $ wget
https://s3-ap-southeast-1.amazonaws.com/dlfile/densenet/densenet-121.tar.gz
+ $ wget
https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/synset_words.txt
+ $ tar xvf densenet-121.tar.gz
+
+* Usage
+
+ $ python serve.py -h
+
+* Example
+
+ # use cpu
+ $ python serve.py --use_cpu --parameter_file densenet-121.pickle
--depth 121 &
+ # use gpu
+ $ python serve.py --parameter_file densenet-121.pickle --depth 121 &
+
+ The parameter files for the following model and depth configuration pairs
are provided:
+
[121](https://s3-ap-southeast-1.amazonaws.com/dlfile/densenet/densenet-121.tar.gz),
[169](https://s3-ap-southeast-1.amazonaws.com/dlfile/densenet/densenet-169.tar.gz),
[201](https://s3-ap-southeast-1.amazonaws.com/dlfile/densenet/densenet-201.tar.gz),
[161](https://s3-ap-southeast-1.amazonaws.com/dlfile/densenet/densenet-161.tar.gz)
+
+* Submit images for classification
+
+ $ curl -i -F [email protected] http://localhost:9999/api
+ $ curl -i -F [email protected] http://localhost:9999/api
+ $ curl -i -F [email protected] http://localhost:9999/api
+
+image1.jpg, image2.jpg and image3.jpg should be downloaded before executing
the above commands.
+
+## Details
+
+The parameter files were converted from the pytorch via the convert.py program.
+
+Usage:
+
+ $ python convert.py -h
Modified:
incubator/singa/site/trunk/en/_sources/docs/model_zoo/imagenet/vgg/README.md.txt
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/model_zoo/imagenet/vgg/README.md.txt?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
---
incubator/singa/site/trunk/en/_sources/docs/model_zoo/imagenet/vgg/README.md.txt
(original)
+++
incubator/singa/site/trunk/en/_sources/docs/model_zoo/imagenet/vgg/README.md.txt
Tue Jun 26 14:52:25 2018
@@ -26,9 +26,9 @@ to SINGA for image classification.
* Example
# use cpu
- $ python serve.py --use_cpu --parameter_file vgg11.pickle --depth 11
--use_cpu &
- # use gpu
$ python serve.py --use_cpu --parameter_file vgg11.pickle --depth 11 &
+ # use gpu
+ $ python serve.py --parameter_file vgg11.pickle --depth 11 &
The parameter files for the following model and depth configuration pairs
are provided:
* Without batch-normalization,
[11](https://s3-ap-southeast-1.amazonaws.com/dlfile/vgg/vgg11.tar.gz),
[13](https://s3-ap-southeast-1.amazonaws.com/dlfile/vgg/vgg13.tar.gz),
[16](https://s3-ap-southeast-1.amazonaws.com/dlfile/vgg/vgg16.tar.gz),
[19](https://s3-ap-southeast-1.amazonaws.com/dlfile/vgg/vgg19.tar.gz)
Modified: incubator/singa/site/trunk/en/_sources/docs/model_zoo/index.rst.txt
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/docs/model_zoo/index.rst.txt?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/docs/model_zoo/index.rst.txt
(original)
+++ incubator/singa/site/trunk/en/_sources/docs/model_zoo/index.rst.txt Tue Jun
26 14:52:25 2018
@@ -23,7 +23,11 @@ Model Zoo
cifar10/README
char-rnn/README
+ mnist/README
imagenet/alexnet/README
+ imagenet/densenet/README
imagenet/googlenet/README
-
+ imagenet/inception/README
+ imagenet/resnet/README
+ imagenet/vgg/README
Modified: incubator/singa/site/trunk/en/_sources/downloads.md.txt
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/_sources/downloads.md.txt?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/_sources/downloads.md.txt (original)
+++ incubator/singa/site/trunk/en/_sources/downloads.md.txt Tue Jun 26 14:52:25
2018
@@ -1,7 +1,5 @@
## Download SINGA
-* Latest code: please clone the dev branch from
[Github](https://github.com/apache/incubator-singa)
-
* To verify the downloaded tar.gz file, download the KEY and ASC files and
then execute the following commands
% gpg --import KEYS
@@ -9,11 +7,13 @@
You can also check the SHA512 or MD5 values to see if the download is
completed.
+
+
* v1.2.0 (6 June 2018):
* [Apache SINGA
1.2.0](http://www.apache.org/dyn/closer.cgi/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz)
-
[\[SHA512\]](https://dist.apache.org/repos/dist/release/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.sha512)
-
[\[KEYS\]](https://dist.apache.org/repos/dist/release/incubator/singa/1.2.0/KEYS)
-
[\[ASC\]](https://dist.apache.org/repos/dist/release/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.asc)
+
[\[SHA512\]](https://www.apache.org/dist/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.sha512)
+ [\[KEYS\]](https://www.apache.org/dist/incubator/singa/1.2.0/KEYS)
+
[\[ASC\]](https://www.apache.org/dist/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.asc)
* [Release Notes 1.2.0](releases/RELEASE_NOTES_1.2.0.html)
* New features and major updates,
* Implement autograd (currently support MLP model)
Modified: incubator/singa/site/trunk/en/docs.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs.html?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs.html (original)
+++ incubator/singa/site/trunk/en/docs.html Tue Jun 26 14:52:25 2018
@@ -252,6 +252,10 @@
<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/char-rnn/README.html#instructions">Instructions</a></li>
</ul>
</li>
+<li class="toctree-l3"><a class="reference internal"
href="docs/model_zoo/mnist/README.html">Train a RBM model against MNIST
dataset</a><ul>
+<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/mnist/README.html#running-instructions">Running
instructions</a></li>
+</ul>
+</li>
<li class="toctree-l3"><a class="reference internal"
href="docs/model_zoo/imagenet/alexnet/README.html">Train AlexNet over
ImageNet</a><ul>
<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/imagenet/alexnet/README.html#instructions">Instructions</a><ul>
<li class="toctree-l5"><a class="reference internal"
href="docs/model_zoo/imagenet/alexnet/README.html#compile-singa">Compile
SINGA</a></li>
@@ -262,11 +266,31 @@
</li>
</ul>
</li>
+<li class="toctree-l3"><a class="reference internal"
href="docs/model_zoo/imagenet/densenet/README.html">Image Classification using
DenseNet</a><ul>
+<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/imagenet/densenet/README.html#instructions">Instructions</a></li>
+<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/imagenet/densenet/README.html#details">Details</a></li>
+</ul>
+</li>
<li class="toctree-l3"><a class="reference internal"
href="docs/model_zoo/imagenet/googlenet/README.html">Image Classification using
GoogleNet</a><ul>
<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/imagenet/googlenet/README.html#instructions">Instructions</a></li>
<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/imagenet/googlenet/README.html#details">Details</a></li>
</ul>
</li>
+<li class="toctree-l3"><a class="reference internal"
href="docs/model_zoo/imagenet/inception/README.html">Image Classification using
Inception V4</a><ul>
+<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/imagenet/inception/README.html#instructions">Instructions</a></li>
+<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/imagenet/inception/README.html#details">Details</a></li>
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal"
href="docs/model_zoo/imagenet/resnet/README.html">Image Classification using
Residual Networks</a><ul>
+<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/imagenet/resnet/README.html#instructions">Instructions</a></li>
+<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/imagenet/resnet/README.html#details">Details</a></li>
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal"
href="docs/model_zoo/imagenet/vgg/README.html">Image Classification using
VGG</a><ul>
+<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/imagenet/vgg/README.html#instructions">Instructions</a></li>
+<li class="toctree-l4"><a class="reference internal"
href="docs/model_zoo/imagenet/vgg/README.html#details">Details</a></li>
+</ul>
+</li>
</ul>
</li>
</ul>
Modified: incubator/singa/site/trunk/en/docs/index.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/index.html?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/index.html (original)
+++ incubator/singa/site/trunk/en/docs/index.html Tue Jun 26 14:52:25 2018
@@ -271,6 +271,10 @@
<li class="toctree-l3"><a class="reference internal"
href="model_zoo/char-rnn/README.html#instructions">Instructions</a></li>
</ul>
</li>
+<li class="toctree-l2"><a class="reference internal"
href="model_zoo/mnist/README.html">Train a RBM model against MNIST
dataset</a><ul>
+<li class="toctree-l3"><a class="reference internal"
href="model_zoo/mnist/README.html#running-instructions">Running
instructions</a></li>
+</ul>
+</li>
<li class="toctree-l2"><a class="reference internal"
href="model_zoo/imagenet/alexnet/README.html">Train AlexNet over
ImageNet</a><ul>
<li class="toctree-l3"><a class="reference internal"
href="model_zoo/imagenet/alexnet/README.html#instructions">Instructions</a><ul>
<li class="toctree-l4"><a class="reference internal"
href="model_zoo/imagenet/alexnet/README.html#compile-singa">Compile
SINGA</a></li>
@@ -281,11 +285,31 @@
</li>
</ul>
</li>
+<li class="toctree-l2"><a class="reference internal"
href="model_zoo/imagenet/densenet/README.html">Image Classification using
DenseNet</a><ul>
+<li class="toctree-l3"><a class="reference internal"
href="model_zoo/imagenet/densenet/README.html#instructions">Instructions</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="model_zoo/imagenet/densenet/README.html#details">Details</a></li>
+</ul>
+</li>
<li class="toctree-l2"><a class="reference internal"
href="model_zoo/imagenet/googlenet/README.html">Image Classification using
GoogleNet</a><ul>
<li class="toctree-l3"><a class="reference internal"
href="model_zoo/imagenet/googlenet/README.html#instructions">Instructions</a></li>
<li class="toctree-l3"><a class="reference internal"
href="model_zoo/imagenet/googlenet/README.html#details">Details</a></li>
</ul>
</li>
+<li class="toctree-l2"><a class="reference internal"
href="model_zoo/imagenet/inception/README.html">Image Classification using
Inception V4</a><ul>
+<li class="toctree-l3"><a class="reference internal"
href="model_zoo/imagenet/inception/README.html#instructions">Instructions</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="model_zoo/imagenet/inception/README.html#details">Details</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal"
href="model_zoo/imagenet/resnet/README.html">Image Classification using
Residual Networks</a><ul>
+<li class="toctree-l3"><a class="reference internal"
href="model_zoo/imagenet/resnet/README.html#instructions">Instructions</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="model_zoo/imagenet/resnet/README.html#details">Details</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal"
href="model_zoo/imagenet/vgg/README.html">Image Classification using VGG</a><ul>
+<li class="toctree-l3"><a class="reference internal"
href="model_zoo/imagenet/vgg/README.html#instructions">Instructions</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="model_zoo/imagenet/vgg/README.html#details">Details</a></li>
+</ul>
+</li>
</ul>
</li>
</ul>
Modified: incubator/singa/site/trunk/en/docs/model_zoo/char-rnn/README.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/char-rnn/README.html?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/char-rnn/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/char-rnn/README.html Tue Jun
26 14:52:25 2018
@@ -30,7 +30,7 @@
<link rel="stylesheet" href="../../../_static/pygments.css" type="text/css"
/>
<link rel="index" title="Index" href="../../../genindex.html" />
<link rel="search" title="Search" href="../../../search.html" />
- <link rel="next" title="Train AlexNet over ImageNet"
href="../imagenet/alexnet/README.html" />
+ <link rel="next" title="Train a RBM model against MNIST dataset"
href="../mnist/README.html" />
<link rel="prev" title="Train CNN over Cifar-10"
href="../cifar10/README.html" />
<link href="../../../_static/style.css" rel="stylesheet" type="text/css">
<!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet"
type="text/css"-->
@@ -122,8 +122,13 @@
<li class="toctree-l4"><a class="reference internal"
href="#instructions">Instructions</a></li>
</ul>
</li>
+<li class="toctree-l3"><a class="reference internal"
href="../mnist/README.html">Train a RBM model against MNIST dataset</a></li>
<li class="toctree-l3"><a class="reference internal"
href="../imagenet/alexnet/README.html">Train AlexNet over ImageNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/densenet/README.html">Image Classification using
DenseNet</a></li>
<li class="toctree-l3"><a class="reference internal"
href="../imagenet/googlenet/README.html">Image Classification using
GoogleNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/inception/README.html">Image Classification using Inception
V4</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/resnet/README.html">Image Classification using Residual
Networks</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/vgg/README.html">Image Classification using VGG</a></li>
</ul>
</li>
</ul>
@@ -254,7 +259,7 @@ Other plain text files can also be used.
<div class="rst-footer-buttons" role="navigation" aria-label="footer
navigation">
- <a href="../imagenet/alexnet/README.html" class="btn btn-neutral
float-right" title="Train AlexNet over ImageNet" accesskey="n" rel="next">Next
<span class="fa fa-arrow-circle-right"></span></a>
+ <a href="../mnist/README.html" class="btn btn-neutral float-right"
title="Train a RBM model against MNIST dataset" accesskey="n" rel="next">Next
<span class="fa fa-arrow-circle-right"></span></a>
<a href="../cifar10/README.html" class="btn btn-neutral" title="Train
CNN over Cifar-10" accesskey="p" rel="prev"><span class="fa
fa-arrow-circle-left"></span> Previous</a>
Modified: incubator/singa/site/trunk/en/docs/model_zoo/cifar10/README.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/cifar10/README.html?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/cifar10/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/cifar10/README.html Tue Jun 26
14:52:25 2018
@@ -122,8 +122,13 @@
</ul>
</li>
<li class="toctree-l3"><a class="reference internal"
href="../char-rnn/README.html">Train Char-RNN over plain text</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../mnist/README.html">Train a RBM model against MNIST dataset</a></li>
<li class="toctree-l3"><a class="reference internal"
href="../imagenet/alexnet/README.html">Train AlexNet over ImageNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/densenet/README.html">Image Classification using
DenseNet</a></li>
<li class="toctree-l3"><a class="reference internal"
href="../imagenet/googlenet/README.html">Image Classification using
GoogleNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/inception/README.html">Image Classification using Inception
V4</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/resnet/README.html">Image Classification using Residual
Networks</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/vgg/README.html">Image Classification using VGG</a></li>
</ul>
</li>
</ul>
Modified:
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/alexnet/README.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/alexnet/README.html?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/alexnet/README.html
(original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/alexnet/README.html
Tue Jun 26 14:52:25 2018
@@ -30,8 +30,8 @@
<link rel="stylesheet" href="../../../../_static/pygments.css"
type="text/css" />
<link rel="index" title="Index" href="../../../../genindex.html" />
<link rel="search" title="Search" href="../../../../search.html" />
- <link rel="next" title="Image Classification using GoogleNet"
href="../googlenet/README.html" />
- <link rel="prev" title="Train Char-RNN over plain text"
href="../../char-rnn/README.html" />
+ <link rel="next" title="Image Classification using DenseNet"
href="../densenet/README.html" />
+ <link rel="prev" title="Train a RBM model against MNIST dataset"
href="../../mnist/README.html" />
<link href="../../../../_static/style.css" rel="stylesheet"
type="text/css">
<!--link href="../../../../_static/fontawesome-all.min.css"
rel="stylesheet" type="text/css"-->
<link rel="stylesheet"
href="https://use.fontawesome.com/releases/v5.0.13/css/all.css";
integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp"
crossorigin="anonymous">
@@ -119,11 +119,16 @@
<li class="toctree-l2 current"><a class="reference internal"
href="../../index.html">Model Zoo</a><ul class="current">
<li class="toctree-l3"><a class="reference internal"
href="../../cifar10/README.html">Train CNN over Cifar-10</a></li>
<li class="toctree-l3"><a class="reference internal"
href="../../char-rnn/README.html">Train Char-RNN over plain text</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../../mnist/README.html">Train a RBM model against MNIST dataset</a></li>
<li class="toctree-l3 current"><a class="current reference internal"
href="#">Train AlexNet over ImageNet</a><ul>
<li class="toctree-l4"><a class="reference internal"
href="#instructions">Instructions</a></li>
</ul>
</li>
+<li class="toctree-l3"><a class="reference internal"
href="../densenet/README.html">Image Classification using DenseNet</a></li>
<li class="toctree-l3"><a class="reference internal"
href="../googlenet/README.html">Image Classification using GoogleNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../inception/README.html">Image Classification using Inception V4</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../resnet/README.html">Image Classification using Residual
Networks</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../vgg/README.html">Image Classification using VGG</a></li>
</ul>
</li>
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@@ -294,10 +299,10 @@ folder in data preprocessing step;</li>
<div class="rst-footer-buttons" role="navigation" aria-label="footer
navigation">
- <a href="../googlenet/README.html" class="btn btn-neutral float-right"
title="Image Classification using GoogleNet" accesskey="n" rel="next">Next
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+ <a href="../densenet/README.html" class="btn btn-neutral float-right"
title="Image Classification using DenseNet" accesskey="n" rel="next">Next <span
class="fa fa-arrow-circle-right"></span></a>
- <a href="../../char-rnn/README.html" class="btn btn-neutral"
title="Train Char-RNN over plain text" accesskey="p" rel="prev"><span class="fa
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+ <a href="../../mnist/README.html" class="btn btn-neutral" title="Train
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</div>
Added:
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/densenet/README.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/densenet/README.html?rev=1834433&view=auto
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/densenet/README.html
(added)
+++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/densenet/README.html
Tue Jun 26 14:52:25 2018
@@ -0,0 +1,381 @@
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+
+ <hr class="docutils" />
+<p>name: DenseNet models on ImageNet
+SINGA version: 1.1.1
+SINGA commit:
+license:
https://github.com/pytorch/vision/blob/master/torchvision/models/densenet.py</p>
+<hr class="docutils" />
+<div class="section" id="image-classification-using-densenet">
+<span id="image-classification-using-densenet"></span><h1>Image Classification
using DenseNet<a class="headerlink" href="#image-classification-using-densenet"
title="Permalink to this headline">¶</a></h1>
+<p>In this example, we convert DenseNet on <a class="reference external"
href="https://github.com/pytorch/vision/blob/master/torchvision/models/densenet.py";>PyTorch</a>
+to SINGA for image classification.</p>
+<div class="section" id="instructions">
+<span id="instructions"></span><h2>Instructions<a class="headerlink"
href="#instructions" title="Permalink to this headline">¶</a></h2>
+<ul>
+<li><p class="first">Download one parameter checkpoint file (see below) and
the synset word file of ImageNet into this folder, e.g.,</p>
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span> $ wget
https://s3-ap-southeast-1.amazonaws.com/dlfile/densenet/densenet-121.tar.gz
+ $ wget https://s3-ap-southeast-1.amazonaws.com/dlfile/resnet/synset_words.txt
+ $ tar xvf densenet-121.tar.gz
+</pre></div>
+</div>
+</li>
+<li><p class="first">Usage</p>
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span> $ python serve.py -h
+</pre></div>
+</div>
+</li>
+<li><p class="first">Example</p>
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span> # use cpu
+ $ python serve.py --use_cpu --parameter_file densenet-121.pickle --depth 121
&
+ # use gpu
+ $ python serve.py --parameter_file densenet-121.pickle --depth 121 &
+</pre></div>
+</div>
+<p>The parameter files for the following model and depth configuration pairs
are provided:
+<a class="reference external"
href="https://s3-ap-southeast-1.amazonaws.com/dlfile/densenet/densenet-121.tar.gz";>121</a>,
<a class="reference external"
href="https://s3-ap-southeast-1.amazonaws.com/dlfile/densenet/densenet-169.tar.gz";>169</a>,
<a class="reference external"
href="https://s3-ap-southeast-1.amazonaws.com/dlfile/densenet/densenet-201.tar.gz";>201</a>,
<a class="reference external"
href="https://s3-ap-southeast-1.amazonaws.com/dlfile/densenet/densenet-161.tar.gz";>161</a></p>
+</li>
+<li><p class="first">Submit images for classification</p>
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span> $ curl -i -F [email protected]
http://localhost:9999/api
+ $ curl -i -F [email protected] http://localhost:9999/api
+ $ curl -i -F [email protected] http://localhost:9999/api
+</pre></div>
+</div>
+</li>
+</ul>
+<p>image1.jpg, image2.jpg and image3.jpg should be downloaded before executing
the above commands.</p>
+</div>
+<div class="section" id="details">
+<span id="details"></span><h2>Details<a class="headerlink" href="#details"
title="Permalink to this headline">¶</a></h2>
+<p>The parameter files were converted from the pytorch via the convert.py
program.</p>
+<p>Usage:</p>
+<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span>$ python convert.py -h
+</pre></div>
+</div>
+</div>
+</div>
+
+
+ </div>
+
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+ <footer>
+
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer
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+
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\ No newline at end of file
Modified:
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/googlenet/README.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/googlenet/README.html?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/googlenet/README.html
(original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/googlenet/README.html
Tue Jun 26 14:52:25 2018
@@ -30,8 +30,8 @@
<link rel="stylesheet" href="../../../../_static/pygments.css"
type="text/css" />
<link rel="index" title="Index" href="../../../../genindex.html" />
<link rel="search" title="Search" href="../../../../search.html" />
- <link rel="next" title="Download SINGA" href="../../../../downloads.html"
/>
- <link rel="prev" title="Train AlexNet over ImageNet"
href="../alexnet/README.html" />
+ <link rel="next" title="Image Classification using Inception V4"
href="../inception/README.html" />
+ <link rel="prev" title="Image Classification using DenseNet"
href="../densenet/README.html" />
<link href="../../../../_static/style.css" rel="stylesheet"
type="text/css">
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rel="stylesheet" type="text/css"-->
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href="https://use.fontawesome.com/releases/v5.0.13/css/all.css";
integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp"
crossorigin="anonymous">
@@ -119,12 +119,17 @@
<li class="toctree-l2 current"><a class="reference internal"
href="../../index.html">Model Zoo</a><ul class="current">
<li class="toctree-l3"><a class="reference internal"
href="../../cifar10/README.html">Train CNN over Cifar-10</a></li>
<li class="toctree-l3"><a class="reference internal"
href="../../char-rnn/README.html">Train Char-RNN over plain text</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../../mnist/README.html">Train a RBM model against MNIST dataset</a></li>
<li class="toctree-l3"><a class="reference internal"
href="../alexnet/README.html">Train AlexNet over ImageNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../densenet/README.html">Image Classification using DenseNet</a></li>
<li class="toctree-l3 current"><a class="current reference internal"
href="#">Image Classification using GoogleNet</a><ul>
<li class="toctree-l4"><a class="reference internal"
href="#instructions">Instructions</a></li>
<li class="toctree-l4"><a class="reference internal"
href="#details">Details</a></li>
</ul>
</li>
+<li class="toctree-l3"><a class="reference internal"
href="../inception/README.html">Image Classification using Inception V4</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../resnet/README.html">Image Classification using Residual
Networks</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../vgg/README.html">Image Classification using VGG</a></li>
</ul>
</li>
</ul>
@@ -289,10 +294,10 @@ Refer to <a class="reference external" h
<div class="rst-footer-buttons" role="navigation" aria-label="footer
navigation">
- <a href="../../../../downloads.html" class="btn btn-neutral
float-right" title="Download SINGA" accesskey="n" rel="next">Next <span
class="fa fa-arrow-circle-right"></span></a>
+ <a href="../inception/README.html" class="btn btn-neutral float-right"
title="Image Classification using Inception V4" accesskey="n" rel="next">Next
<span class="fa fa-arrow-circle-right"></span></a>
- <a href="../alexnet/README.html" class="btn btn-neutral" title="Train
AlexNet over ImageNet" accesskey="p" rel="prev"><span class="fa
fa-arrow-circle-left"></span> Previous</a>
+ <a href="../densenet/README.html" class="btn btn-neutral" title="Image
Classification using DenseNet" accesskey="p" rel="prev"><span class="fa
fa-arrow-circle-left"></span> Previous</a>
</div>
Modified:
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html
(original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/inception/README.html
Tue Jun 26 14:52:25 2018
@@ -30,6 +30,8 @@
<link rel="stylesheet" href="../../../../_static/pygments.css"
type="text/css" />
<link rel="index" title="Index" href="../../../../genindex.html" />
<link rel="search" title="Search" href="../../../../search.html" />
+ <link rel="next" title="Image Classification using Residual Networks"
href="../resnet/README.html" />
+ <link rel="prev" title="Image Classification using GoogleNet"
href="../googlenet/README.html" />
<link href="../../../../_static/style.css" rel="stylesheet"
type="text/css">
<!--link href="../../../../_static/fontawesome-all.min.css"
rel="stylesheet" type="text/css"-->
<link rel="stylesheet"
href="https://use.fontawesome.com/releases/v5.0.13/css/all.css";
integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp"
crossorigin="anonymous">
@@ -97,8 +99,41 @@
- <ul>
-<li class="toctree-l1"><a class="reference internal"
href="../../../index.html">Documentation</a></li>
+ <ul class="current">
+<li class="toctree-l1 current"><a class="reference internal"
href="../../../index.html">Documentation</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal"
href="../../../installation.html">Installation</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../software_stack.html">Software Stack</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../device.html">Device</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../tensor.html">Tensor</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../layer.html">Layer</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../net.html">FeedForward Net</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../initializer.html">Initializer</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../loss.html">Loss</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../metric.html">Metric</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../optimizer.html">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../data.html">Data</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../image_tool.html">Image Tool</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../snapshot.html">Snapshot</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../converter.html">Caffe Converter</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../utils.html">Utils</a></li>
+<li class="toctree-l2 current"><a class="reference internal"
href="../../index.html">Model Zoo</a><ul class="current">
+<li class="toctree-l3"><a class="reference internal"
href="../../cifar10/README.html">Train CNN over Cifar-10</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../../char-rnn/README.html">Train Char-RNN over plain text</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../../mnist/README.html">Train a RBM model against MNIST dataset</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../alexnet/README.html">Train AlexNet over ImageNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../densenet/README.html">Image Classification using DenseNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../googlenet/README.html">Image Classification using GoogleNet</a></li>
+<li class="toctree-l3 current"><a class="current reference internal"
href="#">Image Classification using Inception V4</a><ul>
+<li class="toctree-l4"><a class="reference internal"
href="#instructions">Instructions</a></li>
+<li class="toctree-l4"><a class="reference internal"
href="#details">Details</a></li>
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal"
href="../resnet/README.html">Image Classification using Residual
Networks</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../vgg/README.html">Image Classification using VGG</a></li>
+</ul>
+</li>
+</ul>
+</li>
<li class="toctree-l1"><a class="reference internal"
href="../../../../downloads.html">Download SINGA</a></li>
</ul>
<p class="caption"><span class="caption-text">Development</span></p>
@@ -159,6 +194,10 @@
<li><a href="../../../../index.html">Docs</a> »</li>
+ <li><a href="../../../index.html">Documentation</a> »</li>
+
+ <li><a href="../../index.html">Model Zoo</a> »</li>
+
<li>Image Classification using Inception V4</li>
@@ -232,6 +271,15 @@ After downloading and decompressing the
</div>
<footer>
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer
navigation">
+
+ <a href="../resnet/README.html" class="btn btn-neutral float-right"
title="Image Classification using Residual Networks" accesskey="n"
rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
+
+
+ <a href="../googlenet/README.html" class="btn btn-neutral"
title="Image Classification using GoogleNet" accesskey="p" rel="prev"><span
class="fa fa-arrow-circle-left"></span> Previous</a>
+
+ </div>
+
<hr/>
Modified:
incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html
(original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/resnet/README.html
Tue Jun 26 14:52:25 2018
@@ -30,6 +30,8 @@
<link rel="stylesheet" href="../../../../_static/pygments.css"
type="text/css" />
<link rel="index" title="Index" href="../../../../genindex.html" />
<link rel="search" title="Search" href="../../../../search.html" />
+ <link rel="next" title="Image Classification using VGG"
href="../vgg/README.html" />
+ <link rel="prev" title="Image Classification using Inception V4"
href="../inception/README.html" />
<link href="../../../../_static/style.css" rel="stylesheet"
type="text/css">
<!--link href="../../../../_static/fontawesome-all.min.css"
rel="stylesheet" type="text/css"-->
<link rel="stylesheet"
href="https://use.fontawesome.com/releases/v5.0.13/css/all.css";
integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp"
crossorigin="anonymous">
@@ -97,8 +99,41 @@
- <ul>
-<li class="toctree-l1"><a class="reference internal"
href="../../../index.html">Documentation</a></li>
+ <ul class="current">
+<li class="toctree-l1 current"><a class="reference internal"
href="../../../index.html">Documentation</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal"
href="../../../installation.html">Installation</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../software_stack.html">Software Stack</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../device.html">Device</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../tensor.html">Tensor</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../layer.html">Layer</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../net.html">FeedForward Net</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../initializer.html">Initializer</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../loss.html">Loss</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../metric.html">Metric</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../optimizer.html">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../data.html">Data</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../image_tool.html">Image Tool</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../snapshot.html">Snapshot</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../converter.html">Caffe Converter</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../utils.html">Utils</a></li>
+<li class="toctree-l2 current"><a class="reference internal"
href="../../index.html">Model Zoo</a><ul class="current">
+<li class="toctree-l3"><a class="reference internal"
href="../../cifar10/README.html">Train CNN over Cifar-10</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../../char-rnn/README.html">Train Char-RNN over plain text</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../../mnist/README.html">Train a RBM model against MNIST dataset</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../alexnet/README.html">Train AlexNet over ImageNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../densenet/README.html">Image Classification using DenseNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../googlenet/README.html">Image Classification using GoogleNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../inception/README.html">Image Classification using Inception V4</a></li>
+<li class="toctree-l3 current"><a class="current reference internal"
href="#">Image Classification using Residual Networks</a><ul>
+<li class="toctree-l4"><a class="reference internal"
href="#instructions">Instructions</a></li>
+<li class="toctree-l4"><a class="reference internal"
href="#details">Details</a></li>
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal"
href="../vgg/README.html">Image Classification using VGG</a></li>
+</ul>
+</li>
+</ul>
+</li>
<li class="toctree-l1"><a class="reference internal"
href="../../../../downloads.html">Download SINGA</a></li>
</ul>
<p class="caption"><span class="caption-text">Development</span></p>
@@ -159,6 +194,10 @@
<li><a href="../../../../index.html">Docs</a> »</li>
+ <li><a href="../../../index.html">Documentation</a> »</li>
+
+ <li><a href="../../index.html">Model Zoo</a> »</li>
+
<li>Image Classification using Residual Networks</li>
@@ -243,6 +282,15 @@ the convert.py program.</p>
</div>
<footer>
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer
navigation">
+
+ <a href="../vgg/README.html" class="btn btn-neutral float-right"
title="Image Classification using VGG" accesskey="n" rel="next">Next <span
class="fa fa-arrow-circle-right"></span></a>
+
+
+ <a href="../inception/README.html" class="btn btn-neutral"
title="Image Classification using Inception V4" accesskey="p" rel="prev"><span
class="fa fa-arrow-circle-left"></span> Previous</a>
+
+ </div>
+
<hr/>
Modified: incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html
(original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/imagenet/vgg/README.html Tue
Jun 26 14:52:25 2018
@@ -30,6 +30,8 @@
<link rel="stylesheet" href="../../../../_static/pygments.css"
type="text/css" />
<link rel="index" title="Index" href="../../../../genindex.html" />
<link rel="search" title="Search" href="../../../../search.html" />
+ <link rel="next" title="Download SINGA" href="../../../../downloads.html"
/>
+ <link rel="prev" title="Image Classification using Residual Networks"
href="../resnet/README.html" />
<link href="../../../../_static/style.css" rel="stylesheet"
type="text/css">
<!--link href="../../../../_static/fontawesome-all.min.css"
rel="stylesheet" type="text/css"-->
<link rel="stylesheet"
href="https://use.fontawesome.com/releases/v5.0.13/css/all.css";
integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp"
crossorigin="anonymous">
@@ -97,8 +99,41 @@
- <ul>
-<li class="toctree-l1"><a class="reference internal"
href="../../../index.html">Documentation</a></li>
+ <ul class="current">
+<li class="toctree-l1 current"><a class="reference internal"
href="../../../index.html">Documentation</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal"
href="../../../installation.html">Installation</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../software_stack.html">Software Stack</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../device.html">Device</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../tensor.html">Tensor</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../layer.html">Layer</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../net.html">FeedForward Net</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../initializer.html">Initializer</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../loss.html">Loss</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../metric.html">Metric</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../optimizer.html">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../data.html">Data</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../image_tool.html">Image Tool</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../snapshot.html">Snapshot</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../converter.html">Caffe Converter</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../../utils.html">Utils</a></li>
+<li class="toctree-l2 current"><a class="reference internal"
href="../../index.html">Model Zoo</a><ul class="current">
+<li class="toctree-l3"><a class="reference internal"
href="../../cifar10/README.html">Train CNN over Cifar-10</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../../char-rnn/README.html">Train Char-RNN over plain text</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../../mnist/README.html">Train a RBM model against MNIST dataset</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../alexnet/README.html">Train AlexNet over ImageNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../densenet/README.html">Image Classification using DenseNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../googlenet/README.html">Image Classification using GoogleNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../inception/README.html">Image Classification using Inception V4</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../resnet/README.html">Image Classification using Residual
Networks</a></li>
+<li class="toctree-l3 current"><a class="current reference internal"
href="#">Image Classification using VGG</a><ul>
+<li class="toctree-l4"><a class="reference internal"
href="#instructions">Instructions</a></li>
+<li class="toctree-l4"><a class="reference internal"
href="#details">Details</a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
<li class="toctree-l1"><a class="reference internal"
href="../../../../downloads.html">Download SINGA</a></li>
</ul>
<p class="caption"><span class="caption-text">Development</span></p>
@@ -159,6 +194,10 @@
<li><a href="../../../../index.html">Docs</a> »</li>
+ <li><a href="../../../index.html">Documentation</a> »</li>
+
+ <li><a href="../../index.html">Model Zoo</a> »</li>
+
<li>Image Classification using VGG</li>
@@ -203,9 +242,9 @@ to SINGA for image classification.</p>
</li>
<li><p class="first">Example</p>
<div class="highlight-default notranslate"><div
class="highlight"><pre><span></span> # use cpu
- $ python serve.py --use_cpu --parameter_file vgg11.pickle --depth 11
--use_cpu &
- # use gpu
$ python serve.py --use_cpu --parameter_file vgg11.pickle --depth 11 &
+ # use gpu
+ $ python serve.py --parameter_file vgg11.pickle --depth 11 &
</pre></div>
</div>
<p>The parameter files for the following model and depth configuration pairs
are provided:</p>
@@ -240,6 +279,15 @@ to SINGA for image classification.</p>
</div>
<footer>
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer
navigation">
+
+ <a href="../../../../downloads.html" class="btn btn-neutral
float-right" title="Download SINGA" accesskey="n" rel="next">Next <span
class="fa fa-arrow-circle-right"></span></a>
+
+
+ <a href="../resnet/README.html" class="btn btn-neutral" title="Image
Classification using Residual Networks" accesskey="p" rel="prev"><span
class="fa fa-arrow-circle-left"></span> Previous</a>
+
+ </div>
+
<hr/>
Modified: incubator/singa/site/trunk/en/docs/model_zoo/index.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/index.html?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/index.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/index.html Tue Jun 26 14:52:25
2018
@@ -119,8 +119,13 @@
<li class="toctree-l2 current"><a class="current reference internal"
href="#">Model Zoo</a><ul>
<li class="toctree-l3"><a class="reference internal"
href="cifar10/README.html">Train CNN over Cifar-10</a></li>
<li class="toctree-l3"><a class="reference internal"
href="char-rnn/README.html">Train Char-RNN over plain text</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="mnist/README.html">Train a RBM model against MNIST dataset</a></li>
<li class="toctree-l3"><a class="reference internal"
href="imagenet/alexnet/README.html">Train AlexNet over ImageNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="imagenet/densenet/README.html">Image Classification using
DenseNet</a></li>
<li class="toctree-l3"><a class="reference internal"
href="imagenet/googlenet/README.html">Image Classification using
GoogleNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="imagenet/inception/README.html">Image Classification using Inception
V4</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="imagenet/resnet/README.html">Image Classification using Residual
Networks</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="imagenet/vgg/README.html">Image Classification using VGG</a></li>
</ul>
</li>
</ul>
@@ -222,6 +227,10 @@
<li class="toctree-l2"><a class="reference internal"
href="char-rnn/README.html#instructions">Instructions</a></li>
</ul>
</li>
+<li class="toctree-l1"><a class="reference internal"
href="mnist/README.html">Train a RBM model against MNIST dataset</a><ul>
+<li class="toctree-l2"><a class="reference internal"
href="mnist/README.html#running-instructions">Running instructions</a></li>
+</ul>
+</li>
<li class="toctree-l1"><a class="reference internal"
href="imagenet/alexnet/README.html">Train AlexNet over ImageNet</a><ul>
<li class="toctree-l2"><a class="reference internal"
href="imagenet/alexnet/README.html#instructions">Instructions</a><ul>
<li class="toctree-l3"><a class="reference internal"
href="imagenet/alexnet/README.html#compile-singa">Compile SINGA</a></li>
@@ -232,11 +241,31 @@
</li>
</ul>
</li>
+<li class="toctree-l1"><a class="reference internal"
href="imagenet/densenet/README.html">Image Classification using DenseNet</a><ul>
+<li class="toctree-l2"><a class="reference internal"
href="imagenet/densenet/README.html#instructions">Instructions</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="imagenet/densenet/README.html#details">Details</a></li>
+</ul>
+</li>
<li class="toctree-l1"><a class="reference internal"
href="imagenet/googlenet/README.html">Image Classification using
GoogleNet</a><ul>
<li class="toctree-l2"><a class="reference internal"
href="imagenet/googlenet/README.html#instructions">Instructions</a></li>
<li class="toctree-l2"><a class="reference internal"
href="imagenet/googlenet/README.html#details">Details</a></li>
</ul>
</li>
+<li class="toctree-l1"><a class="reference internal"
href="imagenet/inception/README.html">Image Classification using Inception
V4</a><ul>
+<li class="toctree-l2"><a class="reference internal"
href="imagenet/inception/README.html#instructions">Instructions</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="imagenet/inception/README.html#details">Details</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal"
href="imagenet/resnet/README.html">Image Classification using Residual
Networks</a><ul>
+<li class="toctree-l2"><a class="reference internal"
href="imagenet/resnet/README.html#instructions">Instructions</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="imagenet/resnet/README.html#details">Details</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal"
href="imagenet/vgg/README.html">Image Classification using VGG</a><ul>
+<li class="toctree-l2"><a class="reference internal"
href="imagenet/vgg/README.html#instructions">Instructions</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="imagenet/vgg/README.html#details">Details</a></li>
+</ul>
+</li>
</ul>
</div>
</div>
Modified: incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html (original)
+++ incubator/singa/site/trunk/en/docs/model_zoo/mnist/README.html Tue Jun 26
14:52:25 2018
@@ -30,6 +30,8 @@
<link rel="stylesheet" href="../../../_static/pygments.css" type="text/css"
/>
<link rel="index" title="Index" href="../../../genindex.html" />
<link rel="search" title="Search" href="../../../search.html" />
+ <link rel="next" title="Train AlexNet over ImageNet"
href="../imagenet/alexnet/README.html" />
+ <link rel="prev" title="Train Char-RNN over plain text"
href="../char-rnn/README.html" />
<link href="../../../_static/style.css" rel="stylesheet" type="text/css">
<!--link href="../../../_static/fontawesome-all.min.css" rel="stylesheet"
type="text/css"-->
<link rel="stylesheet"
href="https://use.fontawesome.com/releases/v5.0.13/css/all.css";
integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp"
crossorigin="anonymous">
@@ -97,8 +99,40 @@
- <ul>
-<li class="toctree-l1"><a class="reference internal"
href="../../index.html">Documentation</a></li>
+ <ul class="current">
+<li class="toctree-l1 current"><a class="reference internal"
href="../../index.html">Documentation</a><ul class="current">
+<li class="toctree-l2"><a class="reference internal"
href="../../installation.html">Installation</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../software_stack.html">Software Stack</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../device.html">Device</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../tensor.html">Tensor</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../layer.html">Layer</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../net.html">FeedForward Net</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../initializer.html">Initializer</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../loss.html">Loss</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../metric.html">Metric</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../optimizer.html">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../data.html">Data</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../image_tool.html">Image Tool</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../snapshot.html">Snapshot</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../converter.html">Caffe Converter</a></li>
+<li class="toctree-l2"><a class="reference internal"
href="../../utils.html">Utils</a></li>
+<li class="toctree-l2 current"><a class="reference internal"
href="../index.html">Model Zoo</a><ul class="current">
+<li class="toctree-l3"><a class="reference internal"
href="../cifar10/README.html">Train CNN over Cifar-10</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../char-rnn/README.html">Train Char-RNN over plain text</a></li>
+<li class="toctree-l3 current"><a class="current reference internal"
href="#">Train a RBM model against MNIST dataset</a><ul>
+<li class="toctree-l4"><a class="reference internal"
href="#running-instructions">Running instructions</a></li>
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/alexnet/README.html">Train AlexNet over ImageNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/densenet/README.html">Image Classification using
DenseNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/googlenet/README.html">Image Classification using
GoogleNet</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/inception/README.html">Image Classification using Inception
V4</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/resnet/README.html">Image Classification using Residual
Networks</a></li>
+<li class="toctree-l3"><a class="reference internal"
href="../imagenet/vgg/README.html">Image Classification using VGG</a></li>
+</ul>
+</li>
+</ul>
+</li>
<li class="toctree-l1"><a class="reference internal"
href="../../../downloads.html">Download SINGA</a></li>
</ul>
<p class="caption"><span class="caption-text">Development</span></p>
@@ -159,6 +193,10 @@
<li><a href="../../../index.html">Docs</a> »</li>
+ <li><a href="../../index.html">Documentation</a> »</li>
+
+ <li><a href="../index.html">Model Zoo</a> »</li>
+
<li>Train a RBM model against MNIST dataset</li>
@@ -206,6 +244,15 @@ the program with an additional argument<
</div>
<footer>
+ <div class="rst-footer-buttons" role="navigation" aria-label="footer
navigation">
+
+ <a href="../imagenet/alexnet/README.html" class="btn btn-neutral
float-right" title="Train AlexNet over ImageNet" accesskey="n" rel="next">Next
<span class="fa fa-arrow-circle-right"></span></a>
+
+
+ <a href="../char-rnn/README.html" class="btn btn-neutral" title="Train
Char-RNN over plain text" accesskey="p" rel="prev"><span class="fa
fa-arrow-circle-left"></span> Previous</a>
+
+ </div>
+
<hr/>
Modified: incubator/singa/site/trunk/en/downloads.html
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/downloads.html?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
--- incubator/singa/site/trunk/en/downloads.html (original)
+++ incubator/singa/site/trunk/en/downloads.html Tue Jun 26 14:52:25 2018
@@ -31,7 +31,7 @@
<link rel="index" title="Index" href="genindex.html" />
<link rel="search" title="Search" href="search.html" />
<link rel="next" title="Development Schedule" href="develop/schedule.html"
/>
- <link rel="prev" title="Image Classification using GoogleNet"
href="docs/model_zoo/imagenet/googlenet/README.html" />
+ <link rel="prev" title="Image Classification using VGG"
href="docs/model_zoo/imagenet/vgg/README.html" />
<link href="_static/style.css" rel="stylesheet" type="text/css">
<!--link href="_static/fontawesome-all.min.css" rel="stylesheet"
type="text/css"-->
<link rel="stylesheet"
href="https://use.fontawesome.com/releases/v5.0.13/css/all.css";
integrity="sha384-DNOHZ68U8hZfKXOrtjWvjxusGo9WQnrNx2sqG0tfsghAvtVlRW3tvkXWZh58N9jp"
crossorigin="anonymous">
@@ -181,19 +181,18 @@
<div class="section" id="download-singa">
<span id="download-singa"></span><h1>Download SINGA<a class="headerlink"
href="#download-singa" title="Permalink to this headline">¶</a></h1>
<ul>
-<li><p class="first">Latest code: please clone the dev branch from <a
class="reference external"
href="https://github.com/apache/incubator-singa";>Github</a></p>
-</li>
<li><p class="first">To verify the downloaded tar.gz file, download the KEY
and ASC files and then execute the following commands</p>
<p>% gpg âimport KEYS
% gpg âverify downloaded_file.asc downloaded_file</p>
<p>You can also check the SHA512 or MD5 values to see if the download is
completed.</p>
</li>
-<li><p class="first">v1.2.0 (6 June 2018):</p>
+</ul>
<ul class="simple">
+<li>v1.2.0 (6 June 2018):<ul>
<li><a class="reference external"
href="http://www.apache.org/dyn/closer.cgi/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz";>Apache
SINGA 1.2.0</a>
-<a class="reference external"
href="https://dist.apache.org/repos/dist/release/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.sha512";>[SHA512]</a>
-<a class="reference external"
href="https://dist.apache.org/repos/dist/release/incubator/singa/1.2.0/KEYS";>[KEYS]</a>
-<a class="reference external"
href="https://dist.apache.org/repos/dist/release/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.asc";>[ASC]</a></li>
+<a class="reference external"
href="https://www.apache.org/dist/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.sha512";>[SHA512]</a>
+<a class="reference external"
href="https://www.apache.org/dist/incubator/singa/1.2.0/KEYS";>[KEYS]</a>
+<a class="reference external"
href="https://www.apache.org/dist/incubator/singa/1.2.0/apache-singa-incubating-1.2.0.tar.gz.asc";>[ASC]</a></li>
<li><a class="reference external"
href="releases/RELEASE_NOTES_1.2.0.html">Release Notes 1.2.0</a></li>
<li>New features and major updates,<ul>
<li>Implement autograd (currently support MLP model)</li>
@@ -351,7 +350,7 @@ ASF.</p>
<a href="develop/schedule.html" class="btn btn-neutral float-right"
title="Development Schedule" accesskey="n" rel="next">Next <span class="fa
fa-arrow-circle-right"></span></a>
- <a href="docs/model_zoo/imagenet/googlenet/README.html" class="btn
btn-neutral" title="Image Classification using GoogleNet" accesskey="p"
rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
+ <a href="docs/model_zoo/imagenet/vgg/README.html" class="btn
btn-neutral" title="Image Classification using VGG" accesskey="p"
rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
</div>
Modified: incubator/singa/site/trunk/en/objects.inv
URL:
http://svn.apache.org/viewvc/incubator/singa/site/trunk/en/objects.inv?rev=1834433&r1=1834432&r2=1834433&view=diff
==============================================================================
Binary files - no diff available.
![https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"](https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png"){kind=link}