Author: buildbot
Date: Sat Sep 19 09:04:35 2015
New Revision: 965992
Log:
Staging update by buildbot for singa
Removed:
websites/staging/singa/trunk/content/introduction.html
websites/staging/singa/trunk/content/quick-start.html
Modified:
websites/staging/singa/trunk/content/ (props changed)
websites/staging/singa/trunk/content/docs/overview.html
Propchange: websites/staging/singa/trunk/content/
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Modified: websites/staging/singa/trunk/content/docs/overview.html
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--- websites/staging/singa/trunk/content/docs/overview.html (original)
+++ websites/staging/singa/trunk/content/docs/overview.html Sat Sep 19 09:04:35
2015
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<div id="bodyColumn" class="span10" >
<h1>Introduction</h1>
+<hr />
<p>SINGA is a general distributed deep learning platform for training big deep
learning models over large datasets. It is designed with an intuitive
programming model based on the layer abstraction. A variety of popular deep
learning models are supported, namely feed-forward models including
convolutional neural networks (CNN), energy models like restricted Boltzmann
machine (RBM), and recurrent neural networks (RNN). Many built-in layers are
provided for users. SINGA architecture is sufficiently flexible to run
synchronous, asynchronous and hybrid training frameworks. SINGA also supports
different neural net partitioning schemes to parallelize the training of large
models, namely partitioning on batch dimension, feature dimension or hybrid
partitioning.</p>
<div class="section">
<h2><a name="Goals"></a>Goals</h2>
