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<!DOCTYPE html>
<html class="writer-html5" lang="en" >
<head>
<meta charset="utf-8">
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<title>Index — SMAUG: Simulating Machine Learning Applications Using gem5-Aladdin</title>
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<h1 id="index">Index</h1>
<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="#H"><strong>H</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="math.html#smaug.math.add">add() (in module smaug.math)</a>
</li>
<li><a href="smaug.html#smaug.Node.add_input">add_input() (smaug.Node method)</a>
</li>
<li><a href="internals.html#smaug.python.ops.common.add_node">add_node() (in module smaug.python.ops.common)</a>
<ul>
<li><a href="smaug.html#smaug.Graph.add_node">(smaug.Graph method)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="smaug.html#smaug.Node.add_output">add_output() (smaug.Node method)</a>
</li>
<li><a href="smaug.html#smaug.Graph.alignment">alignment() (smaug.Graph property)</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="smaug.html#smaug.Graph.backend">backend() (smaug.Graph property)</a>
</li>
<li><a href="nn.html#smaug.nn.BahdanauAttention">BahdanauAttention (class in smaug.nn)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="nn.html#smaug.nn.batch_norm">batch_norm() (in module smaug.nn)</a>
</li>
<li><a href="nn.html#smaug.nn.BidirectionalLSTM">BidirectionalLSTM (class in smaug.nn)</a>
</li>
<li><a href="internals.html#smaug.python.ops.array_ops.broadcast_inputs">broadcast_inputs() (in module smaug.python.ops.array_ops)</a>
</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="smaug.html#smaug.Tensor.calc_padding">calc_padding() (smaug.Tensor method)</a>
</li>
<li><a href="internals.html#smaug.python.ops.array_ops.check_and_add_layout_transform">check_and_add_layout_transform() (in module smaug.python.ops.array_ops)</a>
</li>
<li><a href="nn.html#smaug.nn.BahdanauAttention.compute_score">compute_score() (smaug.nn.BahdanauAttention method)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="tensor.html#smaug.tensor.concat">concat() (in module smaug.tensor)</a>
</li>
<li><a href="smaug.html#smaug.cond">cond() (in module smaug)</a>
</li>
<li><a href="nn.html#smaug.nn.convolution">convolution() (in module smaug.nn)</a>
</li>
<li><a href="smaug.html#smaug.Graph.create_unique_name">create_unique_name() (smaug.Graph method)</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="smaug.html#smaug.Tensor.data_format">data_format() (smaug.Tensor property)</a>
</li>
<li><a href="smaug.html#smaug.Tensor.data_type">data_type() (smaug.Tensor property)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="smaug.html#smaug.Tensor.dims">dims() (smaug.Tensor method)</a>
</li>
<li><a href="smaug.html#smaug.Graph.disable_layout_transform">disable_layout_transform() (smaug.Graph method)</a>
</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="nn.html#smaug.nn.elu">elu() (in module smaug.nn)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="smaug.html#smaug.Graph.enable_layout_transform">enable_layout_transform() (smaug.Graph method)</a>
</li>
<li><a href="tensor.html#smaug.tensor.expand_dims">expand_dims() (in module smaug.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="tensor.html#smaug.tensor.flatten">flatten() (in module smaug.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="smaug.html#smaug.Node.get_children">get_children() (smaug.Node method)</a>
</li>
<li><a href="smaug.html#smaug.Graph.get_node">get_node() (smaug.Graph method)</a>
</li>
<li><a href="smaug.html#smaug.Graph.get_nodes">get_nodes() (smaug.Graph method)</a>
</li>
<li><a href="smaug.html#smaug.Node.get_parents">get_parents() (smaug.Node method)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="smaug.html#smaug.Graph.get_root_graph">get_root_graph() (smaug.Graph method)</a>
</li>
<li><a href="smaug.html#smaug.Graph">Graph (class in smaug)</a>
</li>
<li><a href="math.html#smaug.math.greater">greater() (in module smaug.math)</a>
</li>
<li><a href="math.html#smaug.math.greater_equal">greater_equal() (in module smaug.math)</a>
</li>
</ul></td>
</tr></table>
<h2 id="H">H</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="nn.html#smaug.nn.hard_tanh">hard_tanh() (in module smaug.nn)</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="smaug.html#smaug.input_data">input_data() (in module smaug)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="smaug.html#smaug.Node.inputs">inputs() (smaug.Node property)</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="smaug.html#smaug.Graph.layout_trans_enabled">layout_trans_enabled() (smaug.Graph property)</a>
</li>
<li><a href="math.html#smaug.math.less">less() (in module smaug.math)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="math.html#smaug.math.less_equal">less_equal() (in module smaug.math)</a>
</li>
<li><a href="nn.html#smaug.nn.lrelu">lrelu() (in module smaug.nn)</a>
</li>
<li><a href="nn.html#smaug.nn.LSTM">LSTM (class in smaug.nn)</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="nn.html#smaug.nn.mat_mul">mat_mul() (in module smaug.nn)</a>
</li>
<li><a href="nn.html#smaug.nn.max_pool">max_pool() (in module smaug.nn)</a>
</li>
<li><a href="smaug.html#smaug.Graph.mem_policy">mem_policy() (smaug.Graph property)</a>
</li>
<li><a href="smaug.html#smaug.merge">merge() (in module smaug)</a>
<ul>
<li><a href="smaug.html#smaug.Graph.merge">(smaug.Graph method)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li>
module
<ul>
<li><a href="smaug.html#module-smaug">smaug</a>
</li>
<li><a href="add_python_operator.html#module-smaug.python.ops">smaug.python.ops</a>
</li>
</ul></li>
<li><a href="math.html#smaug.math.mul">mul() (in module smaug.math)</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="smaug.html#smaug.Node.name">name() (smaug.Node property)</a>
<ul>
<li><a href="smaug.html#smaug.Tensor.name">(smaug.Tensor property)</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="smaug.html#smaug.Node">Node (class in smaug)</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="smaug.html#smaug.Node.op">op() (smaug.Node property)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="smaug.html#smaug.Node.outputs">outputs() (smaug.Node property)</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="nn.html#smaug.nn.LSTM.prepare_states">prepare_states() (smaug.nn.LSTM method)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="smaug.html#smaug.Graph.print_summary">print_summary() (smaug.Graph 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="nn.html#smaug.nn.relu">relu() (in module smaug.nn)</a>
</li>
<li><a href="tensor.html#smaug.tensor.reorder">reorder() (in module smaug.tensor)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="tensor.html#smaug.tensor.repeat">repeat() (in module smaug.tensor)</a>
</li>
<li><a href="tensor.html#smaug.tensor.reshape">reshape() (in module smaug.tensor)</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="nn.html#smaug.nn.selu">selu() (in module smaug.nn)</a>
</li>
<li><a href="smaug.html#smaug.Tensor.shape">shape() (smaug.Tensor property)</a>
</li>
<li><a href="nn.html#smaug.nn.sigmoid">sigmoid() (in module smaug.nn)</a>
</li>
<li>
smaug
<ul>
<li><a href="smaug.html#module-smaug">module</a>
</li>
</ul></li>
<li>
smaug.python.ops
<ul>
<li><a href="add_python_operator.html#module-smaug.python.ops">module</a>
</li>
</ul></li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="nn.html#smaug.nn.softmax">softmax() (in module smaug.nn)</a>
</li>
<li><a href="smaug.html#smaug.Tensor.source">source() (smaug.Tensor property)</a>
</li>
<li><a href="smaug.html#smaug.Tensor.source_index">source_index() (smaug.Tensor property)</a>
</li>
<li><a href="tensor.html#smaug.tensor.split">split() (in module smaug.tensor)</a>
</li>
<li><a href="tensor.html#smaug.tensor.squeeze">squeeze() (in module smaug.tensor)</a>
</li>
<li><a href="tensor.html#smaug.tensor.stack">stack() (in module smaug.tensor)</a>
</li>
<li><a href="nn.html#smaug.nn.LSTM.step">step() (smaug.nn.LSTM method)</a>
</li>
<li><a href="smaug.html#smaug.switch">switch() (in module smaug)</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="nn.html#smaug.nn.tanh">tanh() (in module smaug.nn)</a>
</li>
<li><a href="smaug.html#smaug.Tensor.targets">targets() (smaug.Tensor property)</a>
</li>
<li><a href="smaug.html#smaug.Tensor">Tensor (class in smaug)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="smaug.html#smaug.Tensor.tensor_data">tensor_data() (smaug.Tensor property)</a>
</li>
<li><a href="smaug.html#smaug.Graph.to_proto">to_proto() (smaug.Graph method)</a>
<ul>
<li><a href="smaug.html#smaug.Node.to_proto">(smaug.Node method)</a>
</li>
</ul></li>
<li><a href="smaug.html#smaug.Tensor.to_tensor_proto">to_tensor_proto() (smaug.Tensor 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="tensor.html#smaug.tensor.unstack">unstack() (in module smaug.tensor)</a>
</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="smaug.html#smaug.Node.update_input">update_input() (smaug.Node method)</a>
</li>
</ul></td>
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<h2 id="W">W</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
<li><a href="smaug.html#smaug.Graph.write_graph">write_graph() (smaug.Graph method)</a>
</li>
</ul></td>
</tr></table>
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