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Posted to commits@singa.apache.org by wa...@apache.org on 2019/06/29 14:42:26 UTC
svn commit: r1862313 [27/34] - in /incubator/singa/site/trunk: ./ _sources/
_sources/community/ _sources/docs/ _sources/docs/model_zoo/
_sources/docs/model_zoo/caffe/ _sources/docs/model_zoo/char-rnn/
_sources/docs/model_zoo/cifar10/ _sources/docs/mode...
Added: incubator/singa/site/trunk/genindex.html
URL: http://svn.apache.org/viewvc/incubator/singa/site/trunk/genindex.html?rev=1862313&view=auto
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--- incubator/singa/site/trunk/genindex.html (added)
+++ incubator/singa/site/trunk/genindex.html Sat Jun 29 14:42:24 2019
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+<h1 id="index">Index</h1>
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+<div class="genindex-jumpbox">
+ <a href="#A"><strong>A</strong></a>
+ | <a href="#B"><strong>B</strong></a>
+ | <a href="#C"><strong>C</strong></a>
+ | <a href="#D"><strong>D</strong></a>
+ | <a href="#E"><strong>E</strong></a>
+ | <a href="#F"><strong>F</strong></a>
+ | <a href="#G"><strong>G</strong></a>
+ | <a href="#I"><strong>I</strong></a>
+ | <a href="#L"><strong>L</strong></a>
+ | <a href="#M"><strong>M</strong></a>
+ | <a href="#N"><strong>N</strong></a>
+ | <a href="#O"><strong>O</strong></a>
+ | <a href="#P"><strong>P</strong></a>
+ | <a href="#R"><strong>R</strong></a>
+ | <a href="#S"><strong>S</strong></a>
+ | <a href="#T"><strong>T</strong></a>
+ | <a href="#U"><strong>U</strong></a>
+ | <a href="#W"><strong>W</strong></a>
+
+</div>
+<h2 id="A">A</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.abs">abs() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/metric.html#singa.metric.Accuracy">Accuracy (class in singa.metric)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Activation">Activation (class in singa.layer)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.AdaGrad">AdaGrad (class in singa.optimizer)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.Adam">Adam (class in singa.optimizer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.add">add() (in module singa.tensor)</a>
+
+ <ul>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.add">(singa.net.FeedForwardNet method)</a>
+</li>
+ </ul></li>
+ <li><a href="docs/tensor.html#singa.tensor.add_column">add_column() (in module singa.tensor)</a>
+
+ <ul>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.add_column">(singa.tensor.Tensor method)</a>
+</li>
+ </ul></li>
+ <li><a href="docs/tensor.html#singa.tensor.add_row">add_row() (in module singa.tensor)</a>
+
+ <ul>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.add_row">(singa.tensor.Tensor method)</a>
+</li>
+ </ul></li>
+ <li><a href="docs/tensor.html#singa.tensor.AddBias">AddBias (class in singa.tensor)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.Constraint.apply">apply() (singa.optimizer.Constraint method)</a>
+
+ <ul>
+ <li><a href="docs/optimizer.html#singa.optimizer.CppConstraint.apply">(singa.optimizer.CppConstraint method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.CppRegularizer.apply">(singa.optimizer.CppRegularizer method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.L2Constraint.apply">(singa.optimizer.L2Constraint method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.L2Regularizer.apply">(singa.optimizer.L2Regularizer method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.Optimizer.apply">(singa.optimizer.Optimizer method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.Regularizer.apply">(singa.optimizer.Regularizer method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/optimizer.html#singa.optimizer.Optimizer.apply_regularizer_constraint">apply_regularizer_constraint() (singa.optimizer.Optimizer method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.AdaGrad.apply_with_lr">apply_with_lr() (singa.optimizer.AdaGrad method)</a>
+
+ <ul>
+ <li><a href="docs/optimizer.html#singa.optimizer.Adam.apply_with_lr">(singa.optimizer.Adam method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.Nesterov.apply_with_lr">(singa.optimizer.Nesterov method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.Optimizer.apply_with_lr">(singa.optimizer.Optimizer method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.RMSProp.apply_with_lr">(singa.optimizer.RMSProp method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.SGD.apply_with_lr">(singa.optimizer.SGD method)</a>
+</li>
+ </ul></li>
+ <li><a href="docs/layer.html#singa.layer.Layer.as_type">as_type() (singa.layer.Layer method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.average">average() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.AvgPooling1D">AvgPooling1D (class in singa.layer)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.AvgPooling2D">AvgPooling2D (class in singa.layer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.axpy">axpy() (in module singa.tensor)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="B">B</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.backprob">backprob() (singa.net.FeedForwardNet method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Concat.backward">backward() (singa.layer.Concat method)</a>
+
+ <ul>
+ <li><a href="docs/layer.html#singa.layer.Dummy.backward">(singa.layer.Dummy method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.L2Norm.backward">(singa.layer.L2Norm method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Layer.backward">(singa.layer.Layer method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Merge.backward">(singa.layer.Merge method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.RNN.backward">(singa.layer.RNN method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Slice.backward">(singa.layer.Slice method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Split.backward">(singa.layer.Split method)</a>
+</li>
+ <li><a href="docs/loss.html#singa.loss.Loss.backward">(singa.loss.Loss method)</a>
+</li>
+ <li><a href="docs/loss.html#singa.loss.SigmoidCrossEntropy.backward">(singa.loss.SigmoidCrossEntropy method)</a>
+</li>
+ <li><a href="docs/loss.html#singa.loss.SquaredError.backward">(singa.loss.SquaredError method)</a>
+</li>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.backward">(singa.net.FeedForwardNet method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.AddBias.backward">(singa.tensor.AddBias method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.CrossEntropy.backward">(singa.tensor.CrossEntropy method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Matmul.backward">(singa.tensor.Matmul method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Operation.backward">(singa.tensor.Operation method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.ReLU.backward">(singa.tensor.ReLU method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.SoftMax.backward">(singa.tensor.SoftMax method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/layer.html#singa.layer.BatchNormalization">BatchNormalization (class in singa.layer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.bernoulli">bernoulli() (in module singa.tensor)</a>
+
+ <ul>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.bernoulli">(singa.tensor.Tensor method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+</tr></table>
+
+<h2 id="C">C</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/layer.html#singa.layer.Layer.caffe_layer">caffe_layer() (singa.layer.Layer method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.clone">clone() (singa.tensor.Tensor method)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.color_cast">color_cast() (in module singa.image_tool)</a>
+
+ <ul>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.color_cast">(singa.image_tool.ImageTool method)</a>
+</li>
+ </ul></li>
+ <li><a href="docs/layer.html#singa.layer.Concat">Concat (class in singa.layer)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.Constraint">Constraint (class in singa.optimizer)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Conv1D">Conv1D (class in singa.layer)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Conv2D">Conv2D (class in singa.layer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.copy">copy() (singa.tensor.Tensor method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.copy_data">copy_data() (singa.tensor.Tensor method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.copy_data_to_from">copy_data_to_from() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.copy_from_numpy">copy_from_numpy() (in module singa.tensor)</a>
+
+ <ul>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.copy_from_numpy">(singa.tensor.Tensor method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/optimizer.html#singa.optimizer.CppConstraint">CppConstraint (class in singa.optimizer)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.CppRegularizer">CppRegularizer (class in singa.optimizer)</a>
+</li>
+ <li><a href="docs/device.html#singa.device.create_cuda_gpus">create_cuda_gpus() (in module singa.device)</a>
+</li>
+ <li><a href="docs/device.html#singa.device.create_cuda_gpus_on">create_cuda_gpus_on() (in module singa.device)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.crop">crop() (in module singa.image_tool)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.crop3">crop3() (singa.image_tool.ImageTool method)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.crop5">crop5() (singa.image_tool.ImageTool method)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.crop8">crop8() (singa.image_tool.ImageTool method)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.crop_and_resize">crop_and_resize() (in module singa.image_tool)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.CrossEntropy">CrossEntropy (class in singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.ctensor2numpy">ctensor2numpy() (in module singa.tensor)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="D">D</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.deepcopy">deepcopy() (singa.tensor.Tensor method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Dense">Dense (class in singa.layer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.div">div() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.div_column">div_column() (singa.tensor.Tensor method)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.div_row">div_row() (singa.tensor.Tensor method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Dropout">Dropout (class in singa.layer)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Dummy">Dummy (class in singa.layer)</a>
+
+ <ul>
+ <li><a href="docs/tensor.html#singa.tensor.Dummy">(class in singa.tensor)</a>
+</li>
+ </ul></li>
+ </ul></td>
+</tr></table>
+
+<h2 id="E">E</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.einsum">einsum() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.eltwise_mult">eltwise_mult() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.engine">engine (in module singa.layer)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.enhance">enhance() (in module singa.image_tool)</a>
+
+ <ul>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.enhance">(singa.image_tool.ImageTool method)</a>
+</li>
+ </ul></li>
+ <li><a href="docs/loss.html#singa.loss.Loss.evaluate">evaluate() (singa.loss.Loss method)</a>
+
+ <ul>
+ <li><a href="docs/loss.html#singa.loss.SigmoidCrossEntropy.evaluate">(singa.loss.SigmoidCrossEntropy method)</a>
+</li>
+ <li><a href="docs/loss.html#singa.loss.SquaredError.evaluate">(singa.loss.SquaredError method)</a>
+</li>
+ <li><a href="docs/metric.html#singa.metric.Metric.evaluate">(singa.metric.Metric method)</a>
+</li>
+ <li><a href="docs/metric.html#singa.metric.Precision.evaluate">(singa.metric.Precision method)</a>
+</li>
+ <li><a href="docs/metric.html#singa.metric.Recall.evaluate">(singa.metric.Recall method)</a>
+</li>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.evaluate">(singa.net.FeedForwardNet method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.exp">exp() (in module singa.tensor)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="F">F</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet">FeedForwardNet (class in singa.net)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Flatten">Flatten (class in singa.layer)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.flip">flip() (singa.image_tool.ImageTool method)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.flip_down">flip_down() (singa.image_tool.ImageTool method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Concat.forward">forward() (singa.layer.Concat method)</a>
+
+ <ul>
+ <li><a href="docs/layer.html#singa.layer.Dummy.forward">(singa.layer.Dummy method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.L2Norm.forward">(singa.layer.L2Norm method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Layer.forward">(singa.layer.Layer method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Merge.forward">(singa.layer.Merge method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.RNN.forward">(singa.layer.RNN method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Slice.forward">(singa.layer.Slice method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Split.forward">(singa.layer.Split method)</a>
+</li>
+ <li><a href="docs/loss.html#singa.loss.Loss.forward">(singa.loss.Loss method)</a>
+</li>
+ <li><a href="docs/loss.html#singa.loss.SigmoidCrossEntropy.forward">(singa.loss.SigmoidCrossEntropy method)</a>
+</li>
+ <li><a href="docs/loss.html#singa.loss.SquaredError.forward">(singa.loss.SquaredError method)</a>
+</li>
+ <li><a href="docs/metric.html#singa.metric.Metric.forward">(singa.metric.Metric method)</a>
+</li>
+ <li><a href="docs/metric.html#singa.metric.Precision.forward">(singa.metric.Precision method)</a>
+</li>
+ <li><a href="docs/metric.html#singa.metric.Recall.forward">(singa.metric.Recall method)</a>
+</li>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.forward">(singa.net.FeedForwardNet method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.AddBias.forward">(singa.tensor.AddBias method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.CrossEntropy.forward">(singa.tensor.CrossEntropy method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Matmul.forward">(singa.tensor.Matmul method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Operation.forward">(singa.tensor.Operation method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.ReLU.forward">(singa.tensor.ReLU method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.SoftMax.forward">(singa.tensor.SoftMax method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.from_numpy">from_numpy() (in module singa.tensor)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="G">G</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/initializer.html#singa.initializer.gaussian">gaussian() (in module singa.initializer)</a>
+
+ <ul>
+ <li><a href="docs/tensor.html#singa.tensor.gaussian">(in module singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.gaussian">(singa.tensor.Tensor method)</a>
+</li>
+ </ul></li>
+ <li><a href="docs/tensor.html#singa.tensor.ge">ge() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/device.html#singa.device.get_default_device">get_default_device() (in module singa.device)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.get_layer_list">get_layer_list() (in module singa.layer)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.AvgPooling1D.get_output_sample_shape">get_output_sample_shape() (singa.layer.AvgPooling1D method)</a>
+
+ <ul>
+ <li><a href="docs/layer.html#singa.layer.Conv1D.get_output_sample_shape">(singa.layer.Conv1D method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Dummy.get_output_sample_shape">(singa.layer.Dummy method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.L2Norm.get_output_sample_shape">(singa.layer.L2Norm method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Layer.get_output_sample_shape">(singa.layer.Layer method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.MaxPooling1D.get_output_sample_shape">(singa.layer.MaxPooling1D method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Merge.get_output_sample_shape">(singa.layer.Merge method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Slice.get_output_sample_shape">(singa.layer.Slice method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Split.get_output_sample_shape">(singa.layer.Split method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/layer.html#singa.layer.GRU">GRU (class in singa.layer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.gt">gt() (in module singa.tensor)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="I">I</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/data.html#singa.data.ImageBatchIter">ImageBatchIter (class in singa.data)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool">ImageTool (class in singa.image_tool)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.is_empty">is_empty() (singa.tensor.Tensor method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.is_transpose">is_transpose() (singa.tensor.Tensor method)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="L">L</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.l1">l1() (singa.tensor.Tensor method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.l2">l2() (singa.tensor.Tensor method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.L2Constraint">L2Constraint (class in singa.optimizer)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.L2Norm">L2Norm (class in singa.layer)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.L2Regularizer">L2Regularizer (class in singa.optimizer)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Layer">Layer (class in singa.layer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.le">le() (in module singa.tensor)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.load">load() (singa.net.FeedForwardNet method)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.load_img">load_img() (in module singa.image_tool)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.log">log() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/loss.html#singa.loss.Loss">Loss (class in singa.loss)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.LRN">LRN (class in singa.layer)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.LSTM">LSTM (class in singa.layer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.lt">lt() (in module singa.tensor)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="M">M</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.Matmul">Matmul (class in singa.tensor)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.MaxPooling1D">MaxPooling1D (class in singa.layer)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.MaxPooling2D">MaxPooling2D (class in singa.layer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.memsize">memsize() (singa.tensor.Tensor method)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/layer.html#singa.layer.Merge">Merge (class in singa.layer)</a>
+</li>
+ <li><a href="docs/metric.html#singa.metric.Metric">Metric (class in singa.metric)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.mult">mult() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.mult_column">mult_column() (singa.tensor.Tensor method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.mult_row">mult_row() (singa.tensor.Tensor method)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="N">N</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.ndim">ndim() (singa.tensor.Tensor method)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/optimizer.html#singa.optimizer.Nesterov">Nesterov (class in singa.optimizer)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.num_augmentation">num_augmentation() (singa.image_tool.ImageTool method)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="O">O</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.Operation">Operation (class in singa.tensor)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/optimizer.html#singa.optimizer.Optimizer">Optimizer (class in singa.optimizer)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="P">P</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/layer.html#singa.layer.Layer.param_names">param_names() (singa.layer.Layer method)</a>
+
+ <ul>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.param_names">(singa.net.FeedForwardNet method)</a>
+</li>
+ </ul></li>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.param_specs">param_specs() (singa.net.FeedForwardNet method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Layer.param_values">param_values() (singa.layer.Layer method)</a>
+
+ <ul>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.param_values">(singa.net.FeedForwardNet method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/layer.html#singa.layer.Pooling2D">Pooling2D (class in singa.layer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.pow">pow() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/metric.html#singa.metric.Precision">Precision (class in singa.metric)</a>
+</li>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.predict">predict() (singa.net.FeedForwardNet method)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="R">R</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.random_crop">random_crop() (singa.image_tool.ImageTool method)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.random_crop_resize">random_crop_resize() (singa.image_tool.ImageTool method)</a>
+</li>
+ <li><a href="docs/snapshot.html#singa.snapshot.Snapshot.read">read() (singa.snapshot.Snapshot method)</a>
+</li>
+ <li><a href="docs/metric.html#singa.metric.Recall">Recall (class in singa.metric)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.Optimizer.register">register() (singa.optimizer.Optimizer method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.Regularizer">Regularizer (class in singa.optimizer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.ReLU">ReLU (class in singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.reset_like">reset_like() (singa.tensor.Tensor method)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.reshape">reshape() (in module singa.tensor)</a>
+
+ <ul>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.reshape">(singa.tensor.Tensor method)</a>
+</li>
+ </ul></li>
+ <li><a href="docs/image_tool.html#singa.image_tool.resize">resize() (in module singa.image_tool)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.resize_by_list">resize_by_list() (singa.image_tool.ImageTool method)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.resize_by_range">resize_by_range() (singa.image_tool.ImageTool method)</a>
+</li>
+ <li><a href="docs/optimizer.html#singa.optimizer.RMSProp">RMSProp (class in singa.optimizer)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.RNN">RNN (class in singa.layer)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.rotate_by_list">rotate_by_list() (singa.image_tool.ImageTool method)</a>
+</li>
+ <li><a href="docs/image_tool.html#singa.image_tool.ImageTool.rotate_by_range">rotate_by_range() (singa.image_tool.ImageTool method)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="S">S</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.save">save() (singa.net.FeedForwardNet method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.set_value">set_value() (singa.tensor.Tensor method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Conv2D.setup">setup() (singa.layer.Conv2D method)</a>
+
+ <ul>
+ <li><a href="docs/layer.html#singa.layer.Dummy.setup">(singa.layer.Dummy method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Layer.setup">(singa.layer.Layer method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Merge.setup">(singa.layer.Merge method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Pooling2D.setup">(singa.layer.Pooling2D method)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Split.setup">(singa.layer.Split method)</a>
+</li>
+ </ul></li>
+ <li><a href="docs/optimizer.html#singa.optimizer.SGD">SGD (class in singa.optimizer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.sigmoid">sigmoid() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/loss.html#singa.loss.SigmoidCrossEntropy">SigmoidCrossEntropy (class in singa.loss)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.sign">sign() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/converter.html#module-singa.converter">singa.converter (module)</a>
+</li>
+ <li><a href="docs/data.html#module-singa.data">singa.data (module)</a>
+</li>
+ <li><a href="docs/device.html#module-singa.device">singa.device (module)</a>
+</li>
+ <li><a href="docs/image_tool.html#module-singa.image_tool">singa.image_tool (module)</a>
+</li>
+ <li><a href="docs/initializer.html#module-singa.initializer">singa.initializer (module)</a>
+</li>
+ <li><a href="docs/layer.html#module-singa.layer">singa.layer (module)</a>
+</li>
+ <li><a href="docs/loss.html#module-singa.loss">singa.loss (module)</a>
+</li>
+ <li><a href="docs/metric.html#module-singa.metric">singa.metric (module)</a>
+</li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/net.html#module-singa.net">singa.net (module)</a>
+</li>
+ <li><a href="docs/optimizer.html#module-singa.optimizer">singa.optimizer (module)</a>
+</li>
+ <li><a href="docs/snapshot.html#module-singa.snapshot">singa.snapshot (module)</a>
+</li>
+ <li><a href="docs/tensor.html#module-singa.tensor">singa.tensor (module)</a>
+</li>
+ <li><a href="docs/utils.html#module-singa.utils">singa.utils (module)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.size">size() (singa.tensor.Tensor method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.sizeof">sizeof() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Slice">Slice (class in singa.layer)</a>
+</li>
+ <li><a href="docs/snapshot.html#singa.snapshot.Snapshot">Snapshot (class in singa.snapshot)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Softmax">Softmax (class in singa.layer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.SoftMax">SoftMax (class in singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.softmax">softmax() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/loss.html#singa.loss.SoftmaxCrossEntropy">SoftmaxCrossEntropy (class in singa.loss)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Split">Split (class in singa.layer)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.sqrt">sqrt() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.square">square() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/loss.html#singa.loss.SquaredError">SquaredError (class in singa.loss)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.sub">sub() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.sum">sum() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.sum_columns">sum_columns() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.sum_rows">sum_rows() (in module singa.tensor)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="T">T</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.T">T() (singa.tensor.Tensor method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.tanh">tanh() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor">Tensor (class in singa.tensor)</a>
+</li>
+ <li><a href="docs/layer.html#singa.layer.Layer.to_device">to_device() (singa.layer.Layer method)</a>
+
+ <ul>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.to_device">(singa.net.FeedForwardNet method)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.to_device">(singa.tensor.Tensor method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/tensor.html#singa.tensor.to_host">to_host() (in module singa.tensor)</a>
+
+ <ul>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.to_host">(singa.tensor.Tensor method)</a>
+</li>
+ </ul></li>
+ <li><a href="docs/tensor.html#singa.tensor.to_numpy">to_numpy() (in module singa.tensor)</a>
+</li>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.topo_sort">topo_sort() (singa.net.FeedForwardNet method)</a>
+</li>
+ <li><a href="docs/net.html#singa.net.FeedForwardNet.train">train() (singa.net.FeedForwardNet method)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="U">U</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/initializer.html#singa.initializer.uniform">uniform() (in module singa.initializer)</a>
+
+ <ul>
+ <li><a href="docs/tensor.html#singa.tensor.uniform">(in module singa.tensor)</a>
+</li>
+ <li><a href="docs/tensor.html#singa.tensor.Tensor.uniform">(singa.tensor.Tensor method)</a>
+</li>
+ </ul></li>
+ </ul></td>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/utils.html#singa.utils.update_progress">update_progress() (in module singa.utils)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+<h2 id="W">W</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+ <td style="width: 33%; vertical-align: top;"><ul>
+ <li><a href="docs/snapshot.html#singa.snapshot.Snapshot.write">write() (singa.snapshot.Snapshot method)</a>
+</li>
+ </ul></td>
+</tr></table>
+
+
+
+ </div>
+
+ </div>
+ <footer>
+
+
+ <hr/>
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+ <p>
+ © Copyright 2019 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.
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+ <dd><a href="./index.html">English</a></dd>
+ <dd><a href="./zh/index.html">ä¸æ</a></dd>
+ </dl>
+ <dl>
+ <dt>Versions</dt>
+ <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+ <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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+ <style>
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+<li class="toctree-l1"><a class="reference internal" href="downloads.html">Download SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="security.html">Security</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Development</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="develop/schedule.html">Development Schedule</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/contribute-code.html">How to Contribute Code</a></li>
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+<li class="toctree-l1"><a class="reference internal" href="develop/how-to-release.html">How to prepare a release</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Community</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="community/source-repository.html">Source Repository</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/mail-lists.html">Project Mailing Lists</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/issue-tracking.html">Issue Tracking</a></li>
+<li class="toctree-l1"><a class="reference internal" href="community/team-list.html">The SINGA Team</a></li>
+</ul>
+
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+</div>
+ <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+ <div itemprop="articleBody">
+
+ <div class="section" id="welcome-to-apache-singa">
+<h1>Welcome to Apache SINGA<a class="headerlink" href="#welcome-to-apache-singa" title="Permalink to this headline">¶</a></h1>
+<div class="section" id="recent-news">
+<h2>Recent News<a class="headerlink" href="#recent-news" title="Permalink to this headline">¶</a></h2>
+<ul class="simple">
+<li><p>SINGA participated in mentoring the Google Summer of Code 2019 project <a class="reference external" href="https://summerofcode.withgoogle.com/projects/#5612088771215360">SpamAssassin : Statistical Classifier Plugin</a> .</p></li>
+<li><p>SINGA participated at <a class="reference external" href="https://eufossa.github.io/apache-hackathon-2019/">EU FOSSA Apache Hackathon</a> in Brussels on 4 and 5 May 2019.</p></li>
+<li><p><strong>Version 2.0.0</strong> is now available, 20 April, 2019. <a class="reference external" href="downloads.html">Download SINGA v2.0.0</a></p></li>
+<li><p>SINGA was presented at <a class="reference external" href="https://www.disi.unitn.it/">DISI, University of Trento, Italy</a> on 14 December 2018.</p></li>
+<li><p>SINGA was presented at <a class="reference external" href="https://www.dibris.unige.it/">DIBRIS, University of Genoa, Italy</a> on 16 July 2018.</p></li>
+<li><p><strong>Version 1.2.0</strong> is now available, 6 June, 2018. <a class="reference external" href="downloads.html">Download SINGA v1.2.0</a></p></li>
+<li><p><strong>Version 1.1.0</strong> is now available, 12 Feb, 2017. <a class="reference external" href="downloads.html">Download SINGA v1.1.0</a></p></li>
+<li><p>A tutorial on SINGA V1 will be given at <a class="reference external" href="https://www.eventbrite.sg/e/ai-eveningssginnovate-apache-singa-tickets-31505061487">SGInnovate</a>, on 23 March, 2017</p></li>
+<li><p><strong>Version 1.0.0</strong> is now available, 9 Sep, 2016. <a class="reference external" href="downloads.html">Download SINGA v1.0.0</a></p></li>
+<li><p>SINGA will be presented at <a class="reference external" href="https://www.re-work.co/events/deep-learning-singapore/schedule">REWORK</a>, 21 Oct, 2016.</p></li>
+<li><p>SINGA was presented at <a class="reference external" href="http://www.meetup.com/PyData-SG/events/229691286/">PyDataSG</a>, 16 Aug, 2016.</p></li>
+<li><p><strong>Version 0.3.0</strong> is now available, 20 April, 2016. <a class="reference external" href="downloads.html">Download SINGA v0.3.0</a></p></li>
+<li><p><strong>Version 0.2.0</strong> is now available, 14 Jan, 2016. <a class="reference external" href="downloads.html">Download SINGA v0.2.0</a>.</p></li>
+<li><p>SINGA will be presented at <a class="reference external" href="http://strataconf.com/big-data-conference-sg-2015/public/schedule/detail/45123">Strata+Hadoop</a> on 2 Dec, 2015</p></li>
+<li><p>SINGA was presented at <a class="reference external" href="http://www.acmmm.org/2015/at-a-glance/">ACM Multimedia</a> Best Paper session and Open Source Software Competition session, 26-30 Oct, 2015 (<a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/mm2015.ppt">Slides</a>)</p></li>
+<li><p><strong>Version 0.1.0</strong> is now available, 8 Oct, 2015. <a class="reference external" href="downloads.html">Download SINGA v0.1.0</a>.</p></li>
+<li><p>SINGA was presented at <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/workshop">workshop on deep learning</a> held on 16 Sep, 2015</p></li>
+<li><p>SINGA was presented at <a class="reference external" href="http://boss.dima.tu-berlin.de/">BOSS</a> of <a class="reference external" href="http://www.vldb.org/2015/">VLDB 2015</a> at Hawaii, 4 Sep, 2015. (slides: <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/singa-vldb-boss.pptx">overview</a>, <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/basic-user-guide.pptx">basic</a>, <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/advanced-user-guide.pptx">advanced</a>)</p></li>
+<li><p>SINGA was presented at <a class="reference external" href="http://adsc.illinois.edu/contact-us">ADSC/I2R Deep Learning Workshop</a>, 25 Aug, 2015.</p></li>
+<li><p>A tutorial on SINGA was given at VLDB summer school at Tsinghua University, 25-31 July, 2015.</p></li>
+<li><p>A half day tutorial on SINGA was given at I2R, 29 June, 2015.</p></li>
+<li><p>SINGA was presented at <a class="reference external" href="http://danac.org/">DanaC</a> of <a class="reference external" href="http://www.sigmod2015.org/index.shtml">SIGMOD 2015</a> at Melbourne, 31 May - 4 June, 2015.</p></li>
+<li><p>SINGA has been accepted by <a class="reference external" href="http://incubator.apache.org/">Apache Incubator</a>, 17 March, 2015.</p></li>
+</ul>
+</div>
+<div class="section" id="getting-started">
+<h2>Getting Started<a class="headerlink" href="#getting-started" title="Permalink to this headline">¶</a></h2>
+<ul class="simple">
+<li><p><a class="reference external" href="docs/installation.html">Install SINGA</a> via conda, apt-get, or from source.</p></li>
+<li><p>Try SINGA on <a class="reference external" href="https://aws.amazon.com/marketplace/pp/B01NAUAWZW">AWS</a> or via <a class="reference external" href="https://hub.docker.com/r/apache/singa/">Docker</a>.</p></li>
+<li><p>Refer to the <a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb">Jupyter notebooks</a> for some basic examples and the <a class="reference external" href="./docs/model_zoo/index.html">model zoo page</a> for more examples.</p></li>
+</ul>
+<table class="docutils align-center">
+<colgroup>
+<col style="width: 100%" />
+</colgroup>
+<tbody>
+<tr class="row-odd"><td><p><a class="reference external" href="http://nbviewer.jupyter.org/github/apache/incubator-singa/blob/master/doc/en/docs/notebook/index.ipynb"><img alt="logo" class="align-middle" src="_static/jupyter.png" style="width: 100.0px; height: 100.0px;" /></a></p></td>
+</tr>
+</tbody>
+</table>
+</div>
+<div class="section" id="documentation">
+<h2>Documentation<a class="headerlink" href="#documentation" title="Permalink to this headline">¶</a></h2>
+<ul class="simple">
+<li><p>Documentation and Python APIs are listed <a class="reference external" href="docs.html">here</a>.</p></li>
+<li><p><a class="reference external" href="doxygen/html/index.html">C++ APIs</a> are generated by Doxygen.</p></li>
+<li><p>Research publication list is available <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/research/publication/">here</a>.</p></li>
+</ul>
+</div>
+<div class="section" id="how-to-contribute">
+<h2>How to contribute<a class="headerlink" href="#how-to-contribute" title="Permalink to this headline">¶</a></h2>
+<ul class="simple">
+<li><p>Please subscribe to our development mailing list <a class="reference external" href="mailto:dev-subscribe%40singa.incubator.apache.org">dev-subscribe<span>@</span>singa<span>.</span>incubator<span>.</span>apache<span>.</span>org</a>.</p></li>
+<li><p>If you find any issues using SINGA, please report it to the <a class="reference external" href="https://issues.apache.org/jira/browse/singa">Issue Tracker</a>.</p></li>
+<li><p>You can also contact with <a class="reference external" href="community/team-list.html">SINGA committers</a> directly.</p></li>
+</ul>
+<p>More details on contributing to SINGA is described <a class="reference external" href="develop/how-contribute.html">here</a> .</p>
+</div>
+<div class="section" id="history">
+<h2>History<a class="headerlink" href="#history" title="Permalink to this headline">¶</a></h2>
+<p>SINGA was initiated by the DB System Group at National University of Singapore in 2014, in collaboration with the database group of Zhejiang University.
+Please cite the following two papers if you use SINGA in your research:</p>
+<ul class="simple">
+<li><ol class="upperalpha simple" start="2">
+<li><ol class="upperalpha simple" start="3">
+<li><p>Ooi, K.-L. Tan, S. Wang, W. Wang, Q. Cai, G. Chen, J. Gao, Z. Luo, A. K. H. Tung, Y. Wang, Z. Xie, M. Zhang, and K. Zheng. <a class="reference external" href="http://www.comp.nus.edu.sg/~ooibc/singaopen-mm15.pdf">SINGA: A distributed deep learning platform</a>. ACM Multimedia (Open Source Software Competition) 2015 (<a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/bib-oss.txt">BibTex</a>).</p></li>
+</ol>
+</li>
+</ol>
+</li>
+<li><ol class="upperalpha simple" start="23">
+<li><p>Wang, G. Chen, T. T. A. Dinh, B. C. Ooi, K.-L.Tan, J. Gao, and S. Wang. <a class="reference external" href="http://www.comp.nus.edu.sg/~ooibc/singa-mm15.pdf">SINGA: putting deep learning in the hands of multimedia users</a>. ACM Multimedia 2015 (<a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa//assets/file/bib-singa.txt">BibTex</a>, <a class="reference external" href="http://www.comp.nus.edu.sg/~dbsystem/singa/assets/file/mm2015.ppt">Slides</a>).</p></li>
+</ol>
+</li>
+</ul>
+<p>Rafiki is a sub module of SINGA. Please cite the following paper if you use Rafiki in your research:</p>
+<ul class="simple">
+<li><p>Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, Beng Chin Ooi, Jie Shao, Moaz Reyad. <a class="reference external" href="http://www.vldb.org/pvldb/vol12/p128-wang.pdf">Rafiki: Machine Learning as an Analytics Service System</a>. <a class="reference external" href="http://vldb.org/2019/">VLDB 2019</a> (<a class="reference external" href="https://dblp.org/rec/bib2/journals/pvldb/WangWGZCNOS18.bib">BibTex</a>).</p></li>
+</ul>
+<p>Companies like <a class="reference external" href="http://tech.163.com/17/0602/17/CLUL016I00098GJ5.html">NetEase</a>, <a class="reference external" href="http://www.yzbigdata.com/en/index.html">yzBigData</a>, <a class="reference external" href="https://shentilium.com/">Shentilium</a>, <a class="reference external" href="http://www.foodlg.com/">Foodlg</a> and <a class="reference external" href="https://medilot.com/technologies">Medilot</a> are using SINGA for their applications.</p>
+<div class="toctree-wrapper compound">
+</div>
+<div class="toctree-wrapper compound">
+</div>
+<div class="toctree-wrapper compound">
+</div>
+</div>
+<div class="section" id="license">
+<h2>License<a class="headerlink" href="#license" title="Permalink to this headline">¶</a></h2>
+<p>SINGA is released under <a class="reference external" href="http://www.apache.org/licenses/LICENSE-2.0">Apache License Version 2.0</a>.</p>
+</div>
+<div class="section" id="disclaimers">
+<h2>Disclaimers<a class="headerlink" href="#disclaimers" title="Permalink to this headline">¶</a></h2>
+<p>Apache SINGA is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.</p>
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+ <p>
+ © Copyright 2019 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.
+
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+ <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
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Modified: incubator/singa/site/trunk/objects.inv
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==============================================================================
--- incubator/singa/site/trunk/py-modindex.html (added)
+++ incubator/singa/site/trunk/py-modindex.html Sat Jun 29 14:42:24 2019
@@ -0,0 +1,354 @@
+
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+
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+ <script type="text/javascript" src="_static/js/modernizr.min.js"></script>
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+<li class="toctree-l1"><a class="reference internal" href="downloads.html">Download SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="security.html">Security</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Development</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="develop/schedule.html">Development Schedule</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/how-contribute.html">How to Contribute to SINGA</a></li>
+<li class="toctree-l1"><a class="reference internal" href="develop/how-contribute.html#how-to-become-a-singa-committer">How to become a SINGA committer</a></li>
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+</div>
+ <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+ <div itemprop="articleBody">
+
+
+ <h1>Python Module Index</h1>
+
+ <div class="modindex-jumpbox">
+ <a href="#cap-s"><strong>s</strong></a>
+ </div>
+
+ <table class="indextable modindextable">
+ <tr class="pcap"><td></td><td> </td><td></td></tr>
+ <tr class="cap" id="cap-s"><td></td><td>
+ <strong>s</strong></td><td></td></tr>
+ <tr>
+ <td><img src="_static/minus.png" class="toggler"
+ id="toggle-1" style="display: none" alt="-" /></td>
+ <td>
+ <code class="xref">singa</code></td><td>
+ <em></em></td></tr>
+ <tr class="cg-1">
+ <td></td>
+ <td>   
+ <a href="docs/converter.html#module-singa.converter"><code class="xref">singa.converter</code></a></td><td>
+ <em></em></td></tr>
+ <tr class="cg-1">
+ <td></td>
+ <td>   
+ <a href="docs/data.html#module-singa.data"><code class="xref">singa.data</code></a></td><td>
+ <em></em></td></tr>
+ <tr class="cg-1">
+ <td></td>
+ <td>   
+ <a href="docs/device.html#module-singa.device"><code class="xref">singa.device</code></a></td><td>
+ <em></em></td></tr>
+ <tr class="cg-1">
+ <td></td>
+ <td>   
+ <a href="docs/image_tool.html#module-singa.image_tool"><code class="xref">singa.image_tool</code></a></td><td>
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+ <tr class="cg-1">
+ <td></td>
+ <td>   
+ <a href="docs/initializer.html#module-singa.initializer"><code class="xref">singa.initializer</code></a></td><td>
+ <em></em></td></tr>
+ <tr class="cg-1">
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+ <tr class="cg-1">
+ <td></td>
+ <td>   
+ <a href="docs/loss.html#module-singa.loss"><code class="xref">singa.loss</code></a></td><td>
+ <em></em></td></tr>
+ <tr class="cg-1">
+ <td></td>
+ <td>   
+ <a href="docs/metric.html#module-singa.metric"><code class="xref">singa.metric</code></a></td><td>
+ <em></em></td></tr>
+ <tr class="cg-1">
+ <td></td>
+ <td>   
+ <a href="docs/net.html#module-singa.net"><code class="xref">singa.net</code></a></td><td>
+ <em></em></td></tr>
+ <tr class="cg-1">
+ <td></td>
+ <td>   
+ <a href="docs/optimizer.html#module-singa.optimizer"><code class="xref">singa.optimizer</code></a></td><td>
+ <em></em></td></tr>
+ <tr class="cg-1">
+ <td></td>
+ <td>   
+ <a href="docs/snapshot.html#module-singa.snapshot"><code class="xref">singa.snapshot</code></a></td><td>
+ <em></em></td></tr>
+ <tr class="cg-1">
+ <td></td>
+ <td>   
+ <a href="docs/tensor.html#module-singa.tensor"><code class="xref">singa.tensor</code></a></td><td>
+ <em></em></td></tr>
+ <tr class="cg-1">
+ <td></td>
+ <td>   
+ <a href="docs/utils.html#module-singa.utils"><code class="xref">singa.utils</code></a></td><td>
+ <em></em></td></tr>
+ </table>
+
+
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+ © Copyright 2019 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.
+
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+ <span class="fa fa-book"> incubator-singa </span>
+ v: latest
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+ <dl>
+ <dt>Languages</dt>
+ <dd><a href="./index.html">English</a></dd>
+ <dd><a href="./zh/index.html">ä¸æ</a></dd>
+ </dl>
+ <dl>
+ <dt>Versions</dt>
+ <dd><a href="http://singa.apache.org/v0.3.0/">0.3</a></dd>
+ <dd><a href="http://singa.apache.org/v1.1.0/">1.1</a></dd>
+ </dl>
+
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\ No newline at end of file