Modified: websites/staging/singa/trunk/content/docs/neuralnet-partition.html ============================================================================== --- websites/staging/singa/trunk/content/docs/neuralnet-partition.html (original) +++ websites/staging/singa/trunk/content/docs/neuralnet-partition.html Mon Jul 27 05:53:45 2015 @@ -1,13 +1,13 @@ <!DOCTYPE html> <!-- - | Generated by Apache Maven Doxia at 2015-07-24 + | Generated by Apache Maven Doxia at 2015-07-27 | Rendered using Apache Maven Fluido Skin 1.4 --> <html xmlns="http://www.w3.org/1999/xhtml"; xml:lang="en" lang="en"> <head> <meta charset="UTF-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <meta name="Date-Revision-yyyymmdd" content="20150724" /> + <meta name="Date-Revision-yyyymmdd" content="20150727" /> <meta http-equiv="Content-Language" content="en" /> <title>Apache SINGA – Neural Network Partition</title> <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" /> @@ -79,6 +79,8 @@ </li> <li> <a href="../docs/layer.html" title="Layer">Layer</a> </li> + <li> <a href="../docs/param.html" title="Param">Param</a> +</li> </ul> </li> @@ -96,6 +98,9 @@ <li> <a href="../docs/examples.html" title="Examples">Examples</a> </li> + + <li> <a href="../docs/debug.html" title="Debug">Debug</a> +</li> </ul> </li> <li class="dropdown"> @@ -223,7 +228,7 @@ <span class="none"></span> Installation</a> </li> - + <li> <a href="../docs/programmer-guide.html" title="Programmer Guide"> @@ -251,6 +256,13 @@ <span class="none"></span> Layer</a> </li> + + <li> + + <a href="../docs/param.html" title="Param"> + <span class="none"></span> + Param</a> + </li> </ul> </li> @@ -288,6 +300,13 @@ <span class="none"></span> Examples</a> </li> + + <li> + + <a href="../docs/debug.html" title="Debug"> + <span class="none"></span> + Debug</a> + </li> <li class="nav-header">Development</li> <li>
Modified: websites/staging/singa/trunk/content/docs/neuralnet.html ============================================================================== --- websites/staging/singa/trunk/content/docs/neuralnet.html (original) +++ websites/staging/singa/trunk/content/docs/neuralnet.html Mon Jul 27 05:53:45 2015 @@ -1,13 +1,13 @@ <!DOCTYPE html> <!-- - | Generated by Apache Maven Doxia at 2015-07-24 + | Generated by Apache Maven Doxia at 2015-07-27 | Rendered using Apache Maven Fluido Skin 1.4 --> <html xmlns="http://www.w3.org/1999/xhtml"; xml:lang="en" lang="en"> <head> <meta charset="UTF-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <meta name="Date-Revision-yyyymmdd" content="20150724" /> + <meta name="Date-Revision-yyyymmdd" content="20150727" /> <meta http-equiv="Content-Language" content="en" /> <title>Apache SINGA – </title> <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" /> @@ -79,6 +79,8 @@ </li> <li> <a href="../docs/layer.html" title="Layer">Layer</a> </li> + <li> <a href="../docs/param.html" title="Param">Param</a> +</li> </ul> </li> @@ -96,6 +98,9 @@ <li> <a href="../docs/examples.html" title="Examples">Examples</a> </li> + + <li> <a href="../docs/debug.html" title="Debug">Debug</a> +</li> </ul> </li> <li class="dropdown"> @@ -223,7 +228,7 @@ <span class="none"></span> Installation</a> </li> - + <li> <a href="../docs/programmer-guide.html" title="Programmer Guide"> @@ -249,6 +254,13 @@ <span class="none"></span> Layer</a> </li> + + <li> + + <a href="../docs/param.html" title="Param"> + <span class="none"></span> + Param</a> + </li> </ul> </li> @@ -286,6 +298,13 @@ <span class="none"></span> Examples</a> </li> + + <li> + + <a href="../docs/debug.html" title="Debug"> + <span class="none"></span> + Debug</a> + </li> <li class="nav-header">Development</li> <li> Modified: websites/staging/singa/trunk/content/docs/programmer-guide.html ============================================================================== --- websites/staging/singa/trunk/content/docs/programmer-guide.html (original) +++ websites/staging/singa/trunk/content/docs/programmer-guide.html Mon Jul 27 05:53:45 2015 @@ -1,15 +1,15 @@ <!DOCTYPE html> <!-- - | Generated by Apache Maven Doxia at 2015-07-24 + | Generated by Apache Maven Doxia at 2015-07-27 | Rendered using Apache Maven Fluido Skin 1.4 --> <html xmlns="http://www.w3.org/1999/xhtml"; xml:lang="en" lang="en"> <head> <meta charset="UTF-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <meta name="Date-Revision-yyyymmdd" content="20150724" /> + <meta name="Date-Revision-yyyymmdd" content="20150727" /> <meta http-equiv="Content-Language" content="en" /> - <title>Apache SINGA – Programming Model</title> + <title>Apache SINGA – Programmer Guide</title> <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" /> <link rel="stylesheet" href="../css/site.css" /> <link rel="stylesheet" href="../css/print.css" media="print" /> @@ -79,6 +79,8 @@ </li> <li> <a href="../docs/layer.html" title="Layer">Layer</a> </li> + <li> <a href="../docs/param.html" title="Param">Param</a> +</li> </ul> </li> @@ -96,6 +98,9 @@ <li> <a href="../docs/examples.html" title="Examples">Examples</a> </li> + + <li> <a href="../docs/debug.html" title="Debug">Debug</a> +</li> </ul> </li> <li class="dropdown"> @@ -178,7 +183,7 @@ Apache SINGA</a> <span class="divider">/</span> </li> - <li class="active ">Programming Model</li> + <li class="active ">Programmer Guide</li> @@ -223,7 +228,7 @@ <span class="none"></span> Installation</a> </li> - + <li class="active"> <a href="#"><span class="icon-chevron-down"></span>Programmer Guide</a> @@ -249,6 +254,13 @@ <span class="none"></span> Layer</a> </li> + + <li> + + <a href="../docs/param.html" title="Param"> + <span class="none"></span> + Param</a> + </li> </ul> </li> @@ -286,6 +298,13 @@ <span class="none"></span> Examples</a> </li> + + <li> + + <a href="../docs/debug.html" title="Debug"> + <span class="none"></span> + Debug</a> + </li> <li class="nav-header">Development</li> <li> @@ -383,11 +402,12 @@ <div id="bodyColumn" class="span10" > <div class="section"> -<h2><a name="Programming_Model"></a>Programming Model</h2> -<p>We describe the programming model of SINGA to provide users instructions of implementing a new model and submitting the training job. The programming model is made almost transparent to the underlying distributed environment. Hence users do not need to worry much about the communication and synchronization of nodes, which is discussed in <a href="architecture.html">architecture</a> in details.</p> +<h2><a name="Programmer_Guide"></a>Programmer Guide</h2> +<hr /> +<p>This guide provides instructions of implementing a new model and submitting the training job. The programming model is made almost transparent to the underlying distributed environment. Hence users do not need to worry much about the communication and synchronization of nodes, which is discussed in <a href="architecture.html">architecture</a> in details.</p> <div class="section"> <h3><a name="Deep_learning_training"></a>Deep learning training</h3> -<p>Deep learning is labeled as a feature learning technique, which usually consists of multiple layers. Each layer is associated a feature transformation function. After going through all layers, the raw input feature (e.g., pixels of images) would be converted into a high-level feature that is easier for tasks like classification.</p> +<p>Deep learning is labeled as a feature learning technique, which usually consists of multiple layers. Each layer is associated with a feature transformation function. After going through all layers, the raw input feature (e.g., pixels of images) would be converted into a high-level feature that is easier for tasks like classification.</p> <p>Training a deep learning model is to find the optimal parameters involved in the transformation functions that generates good features for specific tasks. The goodness of a set of parameters is measured by a loss function, e.g., <a class="externalLink" href="https://en.wikipedia.org/wiki/Cross_entropy";>Cross-Entropy Loss</a>. Since the loss functions are usually non-linear and non-convex, it is difficult to get a closed form solution. Normally, people uses the SGD algorithm which randomly initializes the parameters and then iteratively update them to reduce the loss.</p></div> <div class="section"> <h3><a name="Steps_to_submit_a_training_job"></a>Steps to submit a training job</h3> Modified: websites/staging/singa/trunk/content/docs/rbm.html ============================================================================== --- websites/staging/singa/trunk/content/docs/rbm.html (original) +++ websites/staging/singa/trunk/content/docs/rbm.html Mon Jul 27 05:53:45 2015 @@ -1,13 +1,13 @@ <!DOCTYPE html> <!-- - | Generated by Apache Maven Doxia at 2015-07-24 + | Generated by Apache Maven Doxia at 2015-07-27 | Rendered using Apache Maven Fluido Skin 1.4 --> <html xmlns="http://www.w3.org/1999/xhtml"; xml:lang="en" lang="en"> <head> <meta charset="UTF-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <meta name="Date-Revision-yyyymmdd" content="20150724" /> + <meta name="Date-Revision-yyyymmdd" content="20150727" /> <meta http-equiv="Content-Language" content="en" /> <title>Apache SINGA – </title> <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" /> @@ -79,6 +79,8 @@ </li> <li> <a href="../docs/layer.html" title="Layer">Layer</a> </li> + <li> <a href="../docs/param.html" title="Param">Param</a> +</li> </ul> </li> @@ -96,6 +98,9 @@ <li> <a href="../docs/examples.html" title="Examples">Examples</a> </li> + + <li> <a href="../docs/debug.html" title="Debug">Debug</a> +</li> </ul> </li> <li class="dropdown"> @@ -223,7 +228,7 @@ <span class="none"></span> Installation</a> </li> - + <li> <a href="../docs/programmer-guide.html" title="Programmer Guide"> @@ -251,6 +256,13 @@ <span class="none"></span> Layer</a> </li> + + <li> + + <a href="../docs/param.html" title="Param"> + <span class="none"></span> + Param</a> + </li> </ul> </li> @@ -288,6 +300,13 @@ <span class="none"></span> Examples</a> </li> + + <li> + + <a href="../docs/debug.html" title="Debug"> + <span class="none"></span> + Debug</a> + </li> <li class="nav-header">Development</li> <li> Modified: websites/staging/singa/trunk/content/docs/rnn.html ============================================================================== --- websites/staging/singa/trunk/content/docs/rnn.html (original) +++ websites/staging/singa/trunk/content/docs/rnn.html Mon Jul 27 05:53:45 2015 @@ -1,13 +1,13 @@ <!DOCTYPE html> <!-- - | Generated by Apache Maven Doxia at 2015-07-24 + | Generated by Apache Maven Doxia at 2015-07-27 | Rendered using Apache Maven Fluido Skin 1.4 --> <html xmlns="http://www.w3.org/1999/xhtml"; xml:lang="en" lang="en"> <head> <meta charset="UTF-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <meta name="Date-Revision-yyyymmdd" content="20150724" /> + <meta name="Date-Revision-yyyymmdd" content="20150727" /> <meta http-equiv="Content-Language" content="en" /> <title>Apache SINGA – </title> <link rel="stylesheet" href="../css/apache-maven-fluido-1.4.min.css" /> @@ -79,6 +79,8 @@ </li> <li> <a href="../docs/layer.html" title="Layer">Layer</a> </li> + <li> <a href="../docs/param.html" title="Param">Param</a> +</li> </ul> </li> @@ -96,6 +98,9 @@ <li> <a href="../docs/examples.html" title="Examples">Examples</a> </li> + + <li> <a href="../docs/debug.html" title="Debug">Debug</a> +</li> </ul> </li> <li class="dropdown"> @@ -223,7 +228,7 @@ <span class="none"></span> Installation</a> </li> - + <li> <a href="../docs/programmer-guide.html" title="Programmer Guide"> @@ -251,6 +256,13 @@ <span class="none"></span> Layer</a> </li> + + <li> + + <a href="../docs/param.html" title="Param"> + <span class="none"></span> + Param</a> + </li> </ul> </li> @@ -288,6 +300,13 @@ <span class="none"></span> Examples</a> </li> + + <li> + + <a href="../docs/debug.html" title="Debug"> + <span class="none"></span> + Debug</a> + </li> <li class="nav-header">Development</li> <li> Modified: websites/staging/singa/trunk/content/index.html ============================================================================== --- websites/staging/singa/trunk/content/index.html (original) +++ websites/staging/singa/trunk/content/index.html Mon Jul 27 05:53:45 2015 @@ -1,13 +1,13 @@ <!DOCTYPE html> <!-- - | Generated by Apache Maven Doxia at 2015-07-24 + | Generated by Apache Maven Doxia at 2015-07-27 | Rendered using Apache Maven Fluido Skin 1.4 --> <html xmlns="http://www.w3.org/1999/xhtml"; xml:lang="en" lang="en"> <head> <meta charset="UTF-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <meta name="Date-Revision-yyyymmdd" content="20150724" /> + <meta name="Date-Revision-yyyymmdd" content="20150727" /> <meta http-equiv="Content-Language" content="en" /> <title>Apache SINGA – Welcome to Apache SINGA</title> <link rel="stylesheet" href="./css/apache-maven-fluido-1.4.min.css" /> @@ -79,6 +79,8 @@ </li> <li> <a href="docs/layer.html" title="Layer">Layer</a> </li> + <li> <a href="docs/param.html" title="Param">Param</a> +</li> </ul> </li> @@ -96,6 +98,9 @@ <li> <a href="docs/examples.html" title="Examples">Examples</a> </li> + + <li> <a href="docs/debug.html" title="Debug">Debug</a> +</li> </ul> </li> <li class="dropdown"> @@ -221,7 +226,7 @@ <span class="none"></span> Installation</a> </li> - + <li> <a href="docs/programmer-guide.html" title="Programmer Guide"> @@ -249,6 +254,13 @@ <span class="none"></span> Layer</a> </li> + + <li> + + <a href="docs/param.html" title="Param"> + <span class="none"></span> + Param</a> + </li> </ul> </li> @@ -286,6 +298,13 @@ <span class="none"></span> Examples</a> </li> + + <li> + + <a href="docs/debug.html" title="Debug"> + <span class="none"></span> + Debug</a> + </li> <li class="nav-header">Development</li> <li> Modified: websites/staging/singa/trunk/content/introduction.html ============================================================================== --- websites/staging/singa/trunk/content/introduction.html (original) +++ websites/staging/singa/trunk/content/introduction.html Mon Jul 27 05:53:45 2015 @@ -1,13 +1,13 @@ <!DOCTYPE html> <!-- - | Generated by Apache Maven Doxia at 2015-07-24 + | Generated by Apache Maven Doxia at 2015-07-27 | Rendered using Apache Maven Fluido Skin 1.4 --> <html xmlns="http://www.w3.org/1999/xhtml"; xml:lang="en" lang="en"> <head> <meta charset="UTF-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <meta name="Date-Revision-yyyymmdd" content="20150724" /> + <meta name="Date-Revision-yyyymmdd" content="20150727" /> <meta http-equiv="Content-Language" content="en" /> <title>Apache SINGA – Introduction</title> <link rel="stylesheet" href="./css/apache-maven-fluido-1.4.min.css" /> @@ -79,6 +79,8 @@ </li> <li> <a href="docs/layer.html" title="Layer">Layer</a> </li> + <li> <a href="docs/param.html" title="Param">Param</a> +</li> </ul> </li> @@ -96,6 +98,9 @@ <li> <a href="docs/examples.html" title="Examples">Examples</a> </li> + + <li> <a href="docs/debug.html" title="Debug">Debug</a> +</li> </ul> </li> <li class="dropdown"> @@ -221,7 +226,7 @@ <span class="none"></span> Installation</a> </li> - + <li> <a href="docs/programmer-guide.html" title="Programmer Guide"> @@ -249,6 +254,13 @@ <span class="none"></span> Layer</a> </li> + + <li> + + <a href="docs/param.html" title="Param"> + <span class="none"></span> + Param</a> + </li> </ul> </li> @@ -286,6 +298,13 @@ <span class="none"></span> Examples</a> </li> + + <li> + + <a href="docs/debug.html" title="Debug"> + <span class="none"></span> + Debug</a> + </li> <li class="nav-header">Development</li> <li> Modified: websites/staging/singa/trunk/content/quick-start.html ============================================================================== --- websites/staging/singa/trunk/content/quick-start.html (original) +++ websites/staging/singa/trunk/content/quick-start.html Mon Jul 27 05:53:45 2015 @@ -1,13 +1,13 @@ <!DOCTYPE html> <!-- - | Generated by Apache Maven Doxia at 2015-07-24 + | Generated by Apache Maven Doxia at 2015-07-27 | Rendered using Apache Maven Fluido Skin 1.4 --> <html xmlns="http://www.w3.org/1999/xhtml"; xml:lang="en" lang="en"> <head> <meta charset="UTF-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <meta name="Date-Revision-yyyymmdd" content="20150724" /> + <meta name="Date-Revision-yyyymmdd" content="20150727" /> <meta http-equiv="Content-Language" content="en" /> <title>Apache SINGA – Quick Start</title> <link rel="stylesheet" href="./css/apache-maven-fluido-1.4.min.css" /> @@ -79,6 +79,8 @@ </li> <li> <a href="docs/layer.html" title="Layer">Layer</a> </li> + <li> <a href="docs/param.html" title="Param">Param</a> +</li> </ul> </li> @@ -96,6 +98,9 @@ <li> <a href="docs/examples.html" title="Examples">Examples</a> </li> + + <li> <a href="docs/debug.html" title="Debug">Debug</a> +</li> </ul> </li> <li class="dropdown"> @@ -221,7 +226,7 @@ <span class="none"></span> Installation</a> </li> - + <li> <a href="docs/programmer-guide.html" title="Programmer Guide"> @@ -249,6 +254,13 @@ <span class="none"></span> Layer</a> </li> + + <li> + + <a href="docs/param.html" title="Param"> + <span class="none"></span> + Param</a> + </li> </ul> </li> @@ -286,6 +298,13 @@ <span class="none"></span> Examples</a> </li> + + <li> + + <a href="docs/debug.html" title="Debug"> + <span class="none"></span> + Debug</a> + </li> <li class="nav-header">Development</li> <li>
