Author: buildbot
Date: Thu Jul 23 06:04:01 2015
New Revision: 959252
Log:
Staging update by buildbot for singa
Added:
websites/staging/singa/trunk/content/docs/programmer-guide.html
Removed:
websites/staging/singa/trunk/content/docs/user-guide.html
Modified:
websites/staging/singa/trunk/content/ (props changed)
websites/staging/singa/trunk/content/community.html
websites/staging/singa/trunk/content/community/issue-tracking.html
websites/staging/singa/trunk/content/community/mail-lists.html
websites/staging/singa/trunk/content/community/source-repository.html
websites/staging/singa/trunk/content/community/team-list.html
websites/staging/singa/trunk/content/develop/contribute-code.html
websites/staging/singa/trunk/content/develop/contribute-docs.html
websites/staging/singa/trunk/content/develop/how-contribute.html
websites/staging/singa/trunk/content/develop/schedule.html
websites/staging/singa/trunk/content/docs.html
websites/staging/singa/trunk/content/docs/architecture.html
websites/staging/singa/trunk/content/docs/cnn.html
websites/staging/singa/trunk/content/docs/code-structure.html
websites/staging/singa/trunk/content/docs/communication.html
websites/staging/singa/trunk/content/docs/data.html
websites/staging/singa/trunk/content/docs/datashard.html
websites/staging/singa/trunk/content/docs/examples.html
websites/staging/singa/trunk/content/docs/hdfs.html
websites/staging/singa/trunk/content/docs/installation.html
websites/staging/singa/trunk/content/docs/layer.html
websites/staging/singa/trunk/content/docs/lmdb.html
websites/staging/singa/trunk/content/docs/mlp.html
websites/staging/singa/trunk/content/docs/model-config.html
websites/staging/singa/trunk/content/docs/neuralnet-partition.html
websites/staging/singa/trunk/content/docs/neuralnet.html
websites/staging/singa/trunk/content/docs/rbm.html
websites/staging/singa/trunk/content/docs/rnn.html
websites/staging/singa/trunk/content/index.html
websites/staging/singa/trunk/content/introduction.html
websites/staging/singa/trunk/content/quick-start.html
Propchange: websites/staging/singa/trunk/content/
------------------------------------------------------------------------------
--- cms:source-revision (original)
+++ cms:source-revision Thu Jul 23 06:04:01 2015
@@ -1 +1 @@
-1692349
+1692350
Modified: websites/staging/singa/trunk/content/community.html
==============================================================================
--- websites/staging/singa/trunk/content/community.html (original)
+++ websites/staging/singa/trunk/content/community.html Thu Jul 23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a href="docs/model-config.html"
title="Model Configuration">Model Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="docs/user-guide.html" title="User Guide">
+ <a href="docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/community/issue-tracking.html
==============================================================================
--- websites/staging/singa/trunk/content/community/issue-tracking.html
(original)
+++ websites/staging/singa/trunk/content/community/issue-tracking.html Thu Jul
23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/community/mail-lists.html
==============================================================================
--- websites/staging/singa/trunk/content/community/mail-lists.html (original)
+++ websites/staging/singa/trunk/content/community/mail-lists.html Thu Jul 23
06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/community/source-repository.html
==============================================================================
--- websites/staging/singa/trunk/content/community/source-repository.html
(original)
+++ websites/staging/singa/trunk/content/community/source-repository.html Thu
Jul 23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/community/team-list.html
==============================================================================
--- websites/staging/singa/trunk/content/community/team-list.html (original)
+++ websites/staging/singa/trunk/content/community/team-list.html Thu Jul 23
06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/develop/contribute-code.html
==============================================================================
--- websites/staging/singa/trunk/content/develop/contribute-code.html (original)
+++ websites/staging/singa/trunk/content/develop/contribute-code.html Thu Jul
23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/develop/contribute-docs.html
==============================================================================
--- websites/staging/singa/trunk/content/develop/contribute-docs.html (original)
+++ websites/staging/singa/trunk/content/develop/contribute-docs.html Thu Jul
23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/develop/how-contribute.html
==============================================================================
--- websites/staging/singa/trunk/content/develop/how-contribute.html (original)
+++ websites/staging/singa/trunk/content/develop/how-contribute.html Thu Jul 23
06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/develop/schedule.html
==============================================================================
--- websites/staging/singa/trunk/content/develop/schedule.html (original)
+++ websites/staging/singa/trunk/content/develop/schedule.html Thu Jul 23
06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs.html
==============================================================================
--- websites/staging/singa/trunk/content/docs.html (original)
+++ websites/staging/singa/trunk/content/docs.html Thu Jul 23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a href="docs/model-config.html"
title="Model Configuration">Model Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="docs/user-guide.html" title="User Guide">
+ <a href="docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
@@ -455,13 +455,13 @@
<li><a href="docs/installation.html">Installation</a></li>
+<li><a href="docs/programmer-guide.html">Programmer Guide</a></li>
+
<li><a href="docs/architecture.html">System Architecture</a></li>
<li><a href="docs/communication.html">Communication</a></li>
-<li><a href="docs/neuralnet-partition.html">Neural Network Partition</a></li>
-
-<li><a href="docs/programming-model.html">Programming Model</a></li>
+<li><a href="docs/examples.html">Training Examples</a></li>
</ul></div>
</div>
</div>
Modified: websites/staging/singa/trunk/content/docs/architecture.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/architecture.html (original)
+++ websites/staging/singa/trunk/content/docs/architecture.html Thu Jul 23
06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs/cnn.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/cnn.html (original)
+++ websites/staging/singa/trunk/content/docs/cnn.html Thu Jul 23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs/code-structure.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/code-structure.html (original)
+++ websites/staging/singa/trunk/content/docs/code-structure.html Thu Jul 23
06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs/communication.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/communication.html (original)
+++ websites/staging/singa/trunk/content/docs/communication.html Thu Jul 23
06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs/data.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/data.html (original)
+++ websites/staging/singa/trunk/content/docs/data.html Thu Jul 23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs/datashard.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/datashard.html (original)
+++ websites/staging/singa/trunk/content/docs/datashard.html Thu Jul 23
06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs/examples.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/examples.html (original)
+++ websites/staging/singa/trunk/content/docs/examples.html Thu Jul 23 06:04:01
2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs/hdfs.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/hdfs.html (original)
+++ websites/staging/singa/trunk/content/docs/hdfs.html Thu Jul 23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs/installation.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/installation.html (original)
+++ websites/staging/singa/trunk/content/docs/installation.html Thu Jul 23
06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -241,9 +241,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs/layer.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/layer.html (original)
+++ websites/staging/singa/trunk/content/docs/layer.html Thu Jul 23 06:04:01
2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs/lmdb.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/lmdb.html (original)
+++ websites/staging/singa/trunk/content/docs/lmdb.html Thu Jul 23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs/mlp.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/mlp.html (original)
+++ websites/staging/singa/trunk/content/docs/mlp.html Thu Jul 23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/docs/model-config.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/model-config.html (original)
+++ websites/staging/singa/trunk/content/docs/model-config.html Thu Jul 23
06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li class="active">
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 Thu Jul
23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<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 Thu Jul 23
06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Added: websites/staging/singa/trunk/content/docs/programmer-guide.html
==============================================================================
--- websites/staging/singa/trunk/content/docs/programmer-guide.html (added)
+++ websites/staging/singa/trunk/content/docs/programmer-guide.html Thu Jul 23
06:04:01 2015
@@ -0,0 +1,540 @@
+<!DOCTYPE html>
+<!--
+ | Generated by Apache Maven Doxia at 2015-07-23
+ | 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="20150723" />
+ <meta http-equiv="Content-Language" content="en" />
+ <title>Apache SINGA – Programming Model</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" />
+
+
+
+
+
+ <script type="text/javascript"
src="../js/apache-maven-fluido-1.4.min.js"></script>
+
+
+ </head>
+ <body class="topBarEnabled">
+
+
+
+
+
+
+ <a href="https://github.com/apache/incubator-singa";>
+ <img style="position: absolute; top: 0; right: 0; border: 0; z-index:
10000;"
+
src="https://s3.amazonaws.com/github/ribbons/forkme_right_orange_ff7600.png";
+ alt="Fork me on GitHub">
+ </a>
+
+
+
+
+
+ <div id="topbar" class="navbar navbar-fixed-top navbar-inverse">
+ <div class="navbar-inner">
+ <div class="container-fluid">
+ <a data-target=".nav-collapse" data-toggle="collapse" class="btn
btn-navbar">
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+ <span class="icon-bar"></span>
+ <span class="icon-bar"></span>
+ </a>
+
+ <ul class="nav">
+ <li class="dropdown">
+ <a href="#" class="dropdown-toggle" data-toggle="dropdown">Apache
SINGA <b class="caret"></b></a>
+ <ul class="dropdown-menu">
+
+ <li> <a href="../index.html"
title="Welcome">Welcome</a>
+</li>
+
+ <li> <a href="../introduction.html"
title="Introduction">Introduction</a>
+</li>
+
+ <li> <a href="../quick-start.html" title="Quick
Start">Quick Start</a>
+</li>
+ </ul>
+ </li>
+ <li class="dropdown">
+ <a href="#" class="dropdown-toggle"
data-toggle="dropdown">Documentaion <b class="caret"></b></a>
+ <ul class="dropdown-menu">
+
+ <li> <a href="../docs/installation.html"
title="Installation">Installation</a>
+</li>
+
+ <li class="dropdown-submenu">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
+ <ul class="dropdown-menu">
+ <li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
+</li>
+ <li> <a href="../docs/neuralnet.html"
title="Neural Network">Neural Network</a>
+</li>
+ <li> <a href="../docs/layer.html"
title="Layer">Layer</a>
+</li>
+ </ul>
+ </li>
+
+ <li class="dropdown-submenu">
+ <a href="../docs/data.html" title="Data
Preparation">Data Preparation</a>
+ <ul class="dropdown-menu">
+ <li> <a href="../docs/datashard.html"
title="DataShard">DataShard</a>
+</li>
+ <li> <a href="../docs/lmdb.html"
title="LMDB">LMDB</a>
+</li>
+ <li> <a href="../docs/hdfs.html"
title="HDFS">HDFS</a>
+</li>
+ </ul>
+ </li>
+
+ <li> <a href="../docs/architecture.html"
title="System Architecture">System Architecture</a>
+</li>
+
+ <li> <a href="../docs/communication.html"
title="Communication">Communication</a>
+</li>
+
+ <li class="dropdown-submenu">
+ <a href="../docs/examples.html"
title="Examples">Examples</a>
+ <ul class="dropdown-menu">
+ <li> <a href="../docs/mlp.html"
title="MLP">MLP</a>
+</li>
+ <li> <a href="../docs/cnn.html"
title="CNN">CNN</a>
+</li>
+ <li> <a href="../docs/rbm.html"
title="RBM">RBM</a>
+</li>
+ <li> <a href="../docs/rnn.html"
title="RNN">RNN</a>
+</li>
+ </ul>
+ </li>
+ </ul>
+ </li>
+ <li class="dropdown">
+ <a href="#" class="dropdown-toggle" data-toggle="dropdown">Development
<b class="caret"></b></a>
+ <ul class="dropdown-menu">
+
+ <li> <a href="../develop/schedule.html"
title="Schedule">Schedule</a>
+</li>
+
+ <li class="dropdown-submenu">
+ <a href="../develop/how-contribute.html"
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+ <ul class="dropdown-menu">
+ <li> <a
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+</li>
+ <li> <a
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+</li>
+ </ul>
+ </li>
+ </ul>
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+ <li class="dropdown">
+ <a href="#" class="dropdown-toggle" data-toggle="dropdown">Community
<b class="caret"></b></a>
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+</li>
+
+ <li> <a href="../community/mail-lists.html"
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+</li>
+
+ <li> <a href="../community/issue-tracking.html"
title="Issue Tracking">Issue Tracking</a>
+</li>
+
+ <li> <a href="../community/team-list.html"
title="SINGA Team">SINGA Team</a>
+</li>
+ </ul>
+ </li>
+ <li class="dropdown">
+ <a href="#" class="dropdown-toggle" data-toggle="dropdown">External
Links <b class="caret"></b></a>
+ <ul class="dropdown-menu">
+
+ <li> <a href="http://www.apache.org/";
title="Apache Software Foundation">Apache Software Foundation</a>
+</li>
+
+ <li> <a
href="http://www.comp.nus.edu.sg/~dbsystem/singa/"; title="NUS School of
Computing">NUS School of Computing</a>
+</li>
+ </ul>
+ </li>
+ </ul>
+
+
+
+
+ </div>
+
+ </div>
+ </div>
+ </div>
+
+ <div class="container-fluid">
+ <div id="banner">
+ <div class="pull-left">
+ <a href="../index.html"
id="bannerLeft" title="Apache SINGA">
+
<img src="../images/singa-logo.png" alt="Apache SINGA"/>
+ </a>
+ </div>
+ <div class="pull-right"> <div id="bannerRight">
+
<img src="../images/singa-title.png" alt="Apache SINGA"/>
+ </div>
+ </div>
+ <div class="clear"><hr/></div>
+ </div>
+
+ <div id="breadcrumbs">
+ <ul class="breadcrumb">
+
+
+ <li class="">
+ <a href="../index.html" title="Apache SINGA">
+ Apache SINGA</a>
+ <span class="divider">/</span>
+ </li>
+ <li class="active ">Programming Model</li>
+
+
+
+
+ </ul>
+ </div>
+
+
+ <div class="row-fluid">
+ <div id="leftColumn" class="span2">
+ <div class="well sidebar-nav">
+
+
+ <ul class="nav nav-list">
+ <li class="nav-header">Apache SINGA</li>
+
+ <li>
+
+ <a href="../index.html" title="Welcome">
+ <span class="none"></span>
+ Welcome</a>
+ </li>
+
+ <li>
+
+ <a href="../introduction.html" title="Introduction">
+ <span class="none"></span>
+ Introduction</a>
+ </li>
+
+ <li>
+
+ <a href="../quick-start.html" title="Quick Start">
+ <span class="none"></span>
+ Quick Start</a>
+ </li>
+ <li class="nav-header">Documentaion</li>
+
+ <li>
+
+ <a href="../docs/installation.html"
title="Installation">
+ <span class="none"></span>
+ Installation</a>
+ </li>
+
+ <li class="active">
+
+ <a href="#"><span class="icon-chevron-down"></span>Programmer
Guide</a>
+ <ul class="nav nav-list">
+
+ <li>
+
+ <a href="../docs/model-config.html" title="Model
Configuration">
+ <span class="none"></span>
+ Model Configuration</a>
+ </li>
+
+ <li>
+
+ <a href="../docs/neuralnet.html" title="Neural
Network">
+ <span class="none"></span>
+ Neural Network</a>
+ </li>
+
+ <li>
+
+ <a href="../docs/layer.html" title="Layer">
+ <span class="none"></span>
+ Layer</a>
+ </li>
+ </ul>
+ </li>
+
+ <li>
+
+ <a href="../docs/data.html" title="Data Preparation">
+ <span class="icon-chevron-down"></span>
+ Data Preparation</a>
+ <ul class="nav nav-list">
+
+ <li>
+
+ <a href="../docs/datashard.html" title="DataShard">
+ <span class="none"></span>
+ DataShard</a>
+ </li>
+
+ <li>
+
+ <a href="../docs/lmdb.html" title="LMDB">
+ <span class="none"></span>
+ LMDB</a>
+ </li>
+
+ <li>
+
+ <a href="../docs/hdfs.html" title="HDFS">
+ <span class="none"></span>
+ HDFS</a>
+ </li>
+ </ul>
+ </li>
+
+ <li>
+
+ <a href="../docs/architecture.html" title="System
Architecture">
+ <span class="none"></span>
+ System Architecture</a>
+ </li>
+
+ <li>
+
+ <a href="../docs/communication.html"
title="Communication">
+ <span class="none"></span>
+ Communication</a>
+ </li>
+
+ <li>
+
+ <a href="../docs/examples.html" title="Examples">
+ <span class="icon-chevron-down"></span>
+ Examples</a>
+ <ul class="nav nav-list">
+
+ <li>
+
+ <a href="../docs/mlp.html" title="MLP">
+ <span class="none"></span>
+ MLP</a>
+ </li>
+
+ <li>
+
+ <a href="../docs/cnn.html" title="CNN">
+ <span class="none"></span>
+ CNN</a>
+ </li>
+
+ <li>
+
+ <a href="../docs/rbm.html" title="RBM">
+ <span class="none"></span>
+ RBM</a>
+ </li>
+
+ <li>
+
+ <a href="../docs/rnn.html" title="RNN">
+ <span class="none"></span>
+ RNN</a>
+ </li>
+ </ul>
+ </li>
+ <li class="nav-header">Development</li>
+
+ <li>
+
+ <a href="../develop/schedule.html" title="Schedule">
+ <span class="none"></span>
+ Schedule</a>
+ </li>
+
+ <li>
+
+ <a href="../develop/how-contribute.html" title="How
to Contribute">
+ <span class="icon-chevron-down"></span>
+ How to Contribute</a>
+ <ul class="nav nav-list">
+
+ <li>
+
+ <a href="../develop/contribute-code.html"
title="Code">
+ <span class="none"></span>
+ Code</a>
+ </li>
+
+ <li>
+
+ <a href="../develop/contribute-docs.html"
title="Documentation">
+ <span class="none"></span>
+ Documentation</a>
+ </li>
+ </ul>
+ </li>
+ <li class="nav-header">Community</li>
+
+ <li>
+
+ <a href="../community/source-repository.html"
title="Source Repository">
+ <span class="none"></span>
+ Source Repository</a>
+ </li>
+
+ <li>
+
+ <a href="../community/mail-lists.html"
title="Mailing Lists">
+ <span class="none"></span>
+ Mailing Lists</a>
+ </li>
+
+ <li>
+
+ <a href="../community/issue-tracking.html"
title="Issue Tracking">
+ <span class="none"></span>
+ Issue Tracking</a>
+ </li>
+
+ <li>
+
+ <a href="../community/team-list.html" title="SINGA
Team">
+ <span class="none"></span>
+ SINGA Team</a>
+ </li>
+ <li class="nav-header">External Links</li>
+
+ <li>
+
+ <a href="http://www.apache.org/";
class="externalLink" title="Apache Software Foundation">
+ <span class="none"></span>
+ Apache Software Foundation</a>
+ </li>
+
+ <li>
+
+ <a
href="http://www.comp.nus.edu.sg/~dbsystem/singa/"; class="externalLink"
title="NUS School of Computing">
+ <span class="none"></span>
+ NUS School of Computing</a>
+ </li>
+ </ul>
+
+
+
+ <hr />
+
+ <div id="poweredBy">
+ <div class="clear"></div>
+ <div class="clear"></div>
+ <div class="clear"></div>
+ <div class="clear"></div>
+
<a href="http://incubator.apache.org";
title="apache-incubator" class="builtBy">
+ <img class="builtBy" alt="Apache Incubator"
src="http://incubator.apache.org/images/egg-logo.png"; />
+ </a>
+ </div>
+ </div>
+ </div>
+
+
+ <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>
+<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>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>
+<p>SINGA uses the stochastic gradient descent (SGD) algorithm to train
parameters of deep learning models. For each SGD iteration, there is a <a
href="architecture.html">Worker</a> computing gradients of parameters from the
NeuralNet and a <a href="">Updater</a> updating parameter values based on
gradients. SINGA has implemented three algorithms for gradient calculation,
namely Back propagation algorithm for feed-forward models, back-propagation
through time for recurrent neural networks and contrastive divergence for
energy models like RBM and DBM. Variant SGD updaters are also provided,
including <a class="externalLink"
href="http://arxiv.org/pdf/1212.5701v1.pdf";>AdaDelta</a>, <a
class="externalLink"
href="http://www.magicbroom.info/Papers/DuchiHaSi10.pdf";>AdaGrad</a>, <a
class="externalLink"
href="http://www.cs.toronto.edu/~tijmen/csc321/slides/lecture_slides_lec6.pdf";>RMSProp</a>,
<a class="externalLink"
href="http://scholar.google.com/citations?view_op=view_citation&hl=en&a
mp;user=DJ8Ep8YAAAAJ&citation_for_view=DJ8Ep8YAAAAJ:hkOj_22Ku90C">Nesterov</a>.</p>
+<p>Consequently, what a user needs to do to submit a training job is</p>
+
+<ol style="list-style-type: decimal">
+
+<li>
+<p><a href="data.html">Prepare the data</a> for training, validation and
test.</p></li>
+
+<li>
+<p><a href="layer.html">Implement the new Layers</a> to support specific
feature transformations required in the new model.</p></li>
+
+<li>
+<p>Configure the training job including the <a
href="architecture.html">cluster setting</a> and <a
href="model-config.html">model configuration</a></p></li>
+</ol></div>
+<div class="section">
+<h3><a name="Driver_program"></a>Driver program</h3>
+<p>Each training job has a driver program that</p>
+
+<ul>
+
+<li>
+<p>registers the layers implemented by the user and,</p></li>
+
+<li>
+<p>starts the <a class="externalLink"
href="https://github.com/apache/incubator-singa/blob/master/include/trainer/trainer.h";>Trainer</a>
by providing the job configuration.</p></li>
+</ul>
+<p>An example driver program is like</p>
+
+<div class="source">
+<div class="source"><pre class="prettyprint">#include "singa.h"
+#include "user-layer.h" // header for user defined layers
+
+DEFINE_int32(job, -1, "Job ID"); // job ID generated by the SINGA
script
+DEFINE_string(workspace, "examples/mnist/", "workspace of the
training job");
+DEFINE_bool(resume, false, "resume from checkpoint");
+
+int main(int argc, char** argv) {
+ google::InitGoogleLogging(argv[0]);
+ gflags::ParseCommandLineFlags(&argc, &argv, true);
+
+ // register all user defined layers in user-layer.h
+ Register(kFooLayer, FooLayer);
+ ...
+
+ JobProto jobConf;
+ // read job configuration from text conf file
+ ReadProtoFromTextFile(&jobConf, FLAGS_workspace + "/job.conf");
+ Trainer trainer;
+ trainer.Start(FLAGS_job, jobConf, FLAGS_resume);
+}
+</pre></div></div>
+<p>Users can also configure the job in the driver program instead of writing
the configuration file</p>
+
+<div class="source">
+<div class="source"><pre class="prettyprint"> JobProto jobConf;
+ jobConf.set_job_name("my singa job");
+ ... // configure cluster and model
+ Trainer trainer;
+ trainer.Start(FLAGS_job, jobConf, FLAGS_resume);
+</pre></div></div>
+<p>We will provide helper functions to make the configuration easier in the
future, like <a class="externalLink"
href="https://github.com/fchollet/keras";>keras</a>.</p>
+<p>Compile and link the driver program with singa library to generate an
executable, e.g., with name <tt>mysinga</tt>. To submit the job, just pass the
path of the executable and the workspace to the singa job submission script</p>
+
+<div class="source">
+<div class="source"><pre class="prettyprint">./bin/singa-run.sh <path to
mysinga> -workspace=<my job workspace>
+</pre></div></div></div></div>
+ </div>
+ </div>
+ </div>
+
+ <hr/>
+
+ <footer>
+ <div class="container-fluid">
+ <div class="row-fluid">
+
+<p>Copyright © 2015 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>
+
+
+ </div>
+ </footer>
+ </body>
+</html>
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 Thu Jul 23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<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 Thu Jul 23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="../docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a
href="../docs/model-config.html" title="Model Configuration">Model
Configuration</a>
</li>
@@ -243,9 +243,9 @@
<li>
- <a href="../docs/user-guide.html" title="User Guide">
+ <a href="../docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/index.html
==============================================================================
--- websites/staging/singa/trunk/content/index.html (original)
+++ websites/staging/singa/trunk/content/index.html Thu Jul 23 06:04:01 2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a href="docs/model-config.html"
title="Model Configuration">Model Configuration</a>
</li>
@@ -241,9 +241,9 @@
<li>
- <a href="docs/user-guide.html" title="User Guide">
+ <a href="docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
Modified: websites/staging/singa/trunk/content/introduction.html
==============================================================================
--- websites/staging/singa/trunk/content/introduction.html (original)
+++ websites/staging/singa/trunk/content/introduction.html Thu Jul 23 06:04:01
2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a href="docs/model-config.html"
title="Model Configuration">Model Configuration</a>
</li>
@@ -241,9 +241,9 @@
<li>
- <a href="docs/user-guide.html" title="User Guide">
+ <a href="docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
@@ -493,10 +493,10 @@
<ul>
<li>
-<p>SINGA <a href="user-guide.html">User guide</a> describes how to submit a
training job for your own deep learning model.</p></li>
+<p>SINGA <a href="user-guide.html">Programmer guide</a> describes how to
submit a training job for your own deep learning model.</p></li>
<li>
-<p>SINGA <a href="architecture.html">architecture</a> illustrates how
different training frameworks are supported using a general system
architecture.</p></li>
+<p>SINGA <a href="architecture.html">Architecture</a> illustrates how
different training frameworks are supported using a general system
architecture.</p></li>
<li>
<p><a href="examples.html">Training examples</a> are provided to help users
get started with SINGA.</p></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 Thu Jul 23 06:04:01
2015
@@ -71,7 +71,7 @@
</li>
<li class="dropdown-submenu">
- <a href="docs/user-guide.html"
title="User Guide">User Guide</a>
+ <a href="docs/programmer-guide.html"
title="Programmer Guide">Programmer Guide</a>
<ul class="dropdown-menu">
<li> <a href="docs/model-config.html"
title="Model Configuration">Model Configuration</a>
</li>
@@ -241,9 +241,9 @@
<li>
- <a href="docs/user-guide.html" title="User Guide">
+ <a href="docs/programmer-guide.html"
title="Programmer Guide">
<span class="icon-chevron-down"></span>
- User Guide</a>
+ Programmer Guide</a>
<ul class="nav nav-list">
<li>
@@ -543,9 +543,9 @@ One worker group trains against one part
*nworker_groups* is set to 1, then there is no data partitioning. One worker
runs over a partition of the model. If *nworkers_per_group* is set to 1, then
there is no model partitioning. More details on the cluster configuration are
-described in the [System Architecture](docs/architecture.html) page. --></div>
+described in the [System Architecture](docs/architecture.html) page.
--></div></div>
<div class="section">
-<h4><a name="Distributed_Training"></a>Distributed Training</h4>
+<h3><a name="Distributed_Training"></a>Distributed Training</h3>
<p>To train the model in a distributed environment, we first change the job
configuration, e.g., using 2 worker groups (one worker per group) and 2 servers
(from the same server group).</p>
<div class="source">
@@ -683,7 +683,7 @@ that the example/cifar10 folder is in NF
*in working*...
-### Run with YARN --></div></div></div>
+### Run with YARN --></div></div>
</div>
</div>
</div>
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![http://incubator.apache.org/images/egg-logo.png"](http://incubator.apache.org/images/egg-logo.png"){kind=link}