rnn_net.svg

<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
 "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<!-- Generated by graphviz version 2.36.0 (20140111.2315)
 -->
<!-- Title: G Pages: 1 -->
<svg width="579pt" height="759pt"
 viewBox="0.00 0.00 579.00 759.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 755)">
<title>G</title>
<polygon fill="white" stroke="none" points="-4,4 -4,-755 575,-755 575,4 -4,4"/>
<text text-anchor="middle" x="285.5" y="-735.8" font-family="Times,serif" font-size="14.00">rnn_net</text>
<!-- n1 -->
<g id="node1" class="node"><title>n1</title>
<g id="a_node1"><a xlink:title="[[string &quot;function get_rnn(input_size, rnn_size)...&quot;]]:11">
<ellipse fill="none" stroke="black" cx="285" cy="-117" rx="84.2187" ry="26.7407"/>
<text text-anchor="middle" x="285" y="-120.8" font-family="Times,serif" font-size="14.00">next_h (1)</text>
<text text-anchor="middle" x="285" y="-105.8" font-family="Times,serif" font-size="14.00">module = nn.Tanh</text>
</a>
</g>
</g>
<!-- n2 -->
<g id="node2" class="node"><title>n2</title>
<g id="a_node2"><a xlink:title="[[C]]:&#45;1">
<ellipse fill="none" stroke="black" cx="285" cy="-27" rx="51.99" ry="26.7407"/>
<text text-anchor="middle" x="285" y="-30.8" font-family="Times,serif" font-size="14.00">Node2</text>
<text text-anchor="middle" x="285" y="-15.8" font-family="Times,serif" font-size="14.00">input = {}</text>
</a>
</g>
</g>
<!-- n1&#45;&gt;n2 -->
<g id="edge1" class="edge"><title>n1&#45;&gt;n2</title>
<path fill="none" stroke="black" d="M285,-90.0731C285,-81.9993 285,-72.9428 285,-64.2961"/>
<polygon fill="black" stroke="black" points="288.5,-64.0457 285,-54.0457 281.5,-64.0458 288.5,-64.0457"/>
</g>
<!-- n3 -->
<g id="node3" class="node"><title>n3</title>
<g id="a_node3"><a xlink:title="[[string &quot;function get_rnn(input_size, rnn_size)...&quot;]]:10">
<ellipse fill="none" stroke="black" cx="285" cy="-218" rx="124.176" ry="37.4533"/>
<text text-anchor="middle" x="285" y="-229.3" font-family="Times,serif" font-size="14.00">added_h (3)</text>
<text text-anchor="start" x="205" y="-214.3" font-family="Times,serif" font-size="14.00">module = nn.CAddTable</text>
<text text-anchor="middle" x="285" y="-199.3" font-family="Times,serif" font-size="14.00">mapindex = {Node4,Node5}</text>
</a>
</g>
</g>
<!-- n3&#45;&gt;n1 -->
<g id="edge2" class="edge"><title>n3&#45;&gt;n1</title>
<path fill="none" stroke="black" d="M285,-180.417C285,-171.802 285,-162.626 285,-154.035"/>
<polygon fill="black" stroke="black" points="288.5,-153.924 285,-143.924 281.5,-153.924 288.5,-153.924"/>
</g>
<!-- n4 -->
<g id="node4" class="node"><title>n4</title>
<g id="a_node4"><a xlink:title="[[string &quot;function get_rnn(input_size, rnn_size)...&quot;]]:8">
<ellipse fill="none" stroke="black" cx="138" cy="-319" rx="138.389" ry="26.7407"/>
<text text-anchor="middle" x="138" y="-322.8" font-family="Times,serif" font-size="14.00">i2h (4)</text>
<text text-anchor="middle" x="138" y="-307.8" font-family="Times,serif" font-size="14.00">module = nn.Linear(128 &#45;&gt; 128)</text>
</a>
</g>
</g>
<!-- n4&#45;&gt;n3 -->
<g id="edge3" class="edge"><title>n4&#45;&gt;n3</title>
<path fill="none" stroke="black" d="M175.094,-293.018C190.809,-282.435 209.495,-269.85 226.961,-258.088"/>
<polygon fill="black" stroke="black" points="229.079,-260.881 235.418,-252.392 225.169,-255.075 229.079,-260.881"/>
</g>
<!-- n5 -->
<g id="node5" class="node"><title>n5</title>
<g id="a_node5"><a xlink:title="[[string &quot;function get_rnn(input_size, rnn_size)...&quot;]]:9">
<ellipse fill="none" stroke="black" cx="433" cy="-319" rx="138.389" ry="26.7407"/>
<text text-anchor="middle" x="433" y="-322.8" font-family="Times,serif" font-size="14.00">h2h (5)</text>
<text text-anchor="middle" x="433" y="-307.8" font-family="Times,serif" font-size="14.00">module = nn.Linear(128 &#45;&gt; 128)</text>
</a>
</g>
</g>
<!-- n5&#45;&gt;n3 -->
<g id="edge4" class="edge"><title>n5&#45;&gt;n3</title>
<path fill="none" stroke="black" d="M395.653,-293.018C379.831,-282.435 361.019,-269.85 343.434,-258.088"/>
<polygon fill="black" stroke="black" points="345.177,-255.043 334.919,-252.392 341.285,-260.861 345.177,-255.043"/>
</g>
<!-- n6 -->
<g id="node6" class="node"><title>n6</title>
<g id="a_node6"><a xlink:title="[[string &quot;function get_rnn(input_size, rnn_size)...&quot;]]:4">
<ellipse fill="none" stroke="black" cx="160" cy="-409" rx="94.0678" ry="26.7407"/>
<text text-anchor="middle" x="160" y="-412.8" font-family="Times,serif" font-size="14.00">input (6)</text>
<text text-anchor="middle" x="160" y="-397.8" font-family="Times,serif" font-size="14.00">module = nn.Identity</text>
</a>
</g>
</g>
<!-- n6&#45;&gt;n4 -->
<g id="edge5" class="edge"><title>n6&#45;&gt;n4</title>
<path fill="none" stroke="black" d="M153.518,-382.073C151.478,-373.911 149.186,-364.744 147.003,-356.011"/>
<polygon fill="black" stroke="black" points="150.332,-354.898 144.511,-346.046 143.541,-356.596 150.332,-354.898"/>
</g>
<!-- n7 -->
<g id="node7" class="node"><title>n7</title>
<g id="a_node7"><a xlink:title="[[string &quot;function get_rnn(input_size, rnn_size)...&quot;]]:5">
<ellipse fill="none" stroke="black" cx="410" cy="-409" rx="94.0678" ry="26.7407"/>
<text text-anchor="middle" x="410" y="-412.8" font-family="Times,serif" font-size="14.00">prev_h (7)</text>
<text text-anchor="middle" x="410" y="-397.8" font-family="Times,serif" font-size="14.00">module = nn.Identity</text>
</a>
</g>
</g>
<!-- n7&#45;&gt;n5 -->
<g id="edge6" class="edge"><title>n7&#45;&gt;n5</title>
<path fill="none" stroke="black" d="M416.776,-382.073C418.933,-373.822 421.358,-364.544 423.662,-355.727"/>
<polygon fill="black" stroke="black" points="427.05,-356.606 426.193,-346.046 420.278,-354.836 427.05,-356.606"/>
</g>
<!-- n8 -->
<g id="node8" class="node"><title>n8</title>
<g id="a_node8"><a xlink:title="[[C]]:&#45;1&#45;1">
<ellipse fill="none" stroke="black" cx="172" cy="-510" rx="70.5656" ry="37.4533"/>
<text text-anchor="middle" x="172" y="-521.3" font-family="Times,serif" font-size="14.00">Node8</text>
<text text-anchor="start" x="130" y="-506.3" font-family="Times,serif" font-size="14.00">input = {}</text>
<text text-anchor="middle" x="172" y="-491.3" font-family="Times,serif" font-size="14.00">selectindex = 1</text>
</a>
</g>
</g>
<!-- n8&#45;&gt;n6 -->
<g id="edge7" class="edge"><title>n8&#45;&gt;n6</title>
<path fill="none" stroke="black" d="M167.566,-472.417C166.521,-463.802 165.409,-454.626 164.368,-446.035"/>
<polygon fill="black" stroke="black" points="167.82,-445.43 163.142,-435.924 160.871,-446.273 167.82,-445.43"/>
</g>
<!-- n9 -->
<g id="node9" class="node"><title>n9</title>
<g id="a_node9"><a xlink:title="[[C]]:&#45;1&#45;2">
<ellipse fill="none" stroke="black" cx="354" cy="-510" rx="70.5656" ry="37.4533"/>
<text text-anchor="middle" x="354" y="-521.3" font-family="Times,serif" font-size="14.00">Node9</text>
<text text-anchor="start" x="312" y="-506.3" font-family="Times,serif" font-size="14.00">input = {}</text>
<text text-anchor="middle" x="354" y="-491.3" font-family="Times,serif" font-size="14.00">selectindex = 2</text>
</a>
</g>
</g>
<!-- n9&#45;&gt;n7 -->
<g id="edge8" class="edge"><title>n9&#45;&gt;n7</title>
<path fill="none" stroke="black" d="M373.901,-473.818C379.285,-464.299 385.107,-454.008 390.47,-444.526"/>
<polygon fill="black" stroke="black" points="393.566,-446.162 395.443,-435.735 387.473,-442.715 393.566,-446.162"/>
</g>
<!-- n10 -->
<g id="node10" class="node"><title>n10</title>
<g id="a_node10"><a xlink:title="[[C]]:&#45;1&#45;mnode">
<ellipse fill="none" stroke="black" cx="251" cy="-611" rx="80.415" ry="26.7407"/>
<text text-anchor="middle" x="251" y="-614.8" font-family="Times,serif" font-size="14.00">Node10</text>
<text text-anchor="middle" x="251" y="-599.8" font-family="Times,serif" font-size="14.00">nSplitOutputs = 2</text>
</a>
</g>
</g>
<!-- n10&#45;&gt;n8 -->
<g id="edge9" class="edge"><title>n10&#45;&gt;n8</title>
<path fill="none" stroke="black" d="M230.861,-584.762C223.062,-574.989 213.926,-563.54 205.209,-552.616"/>
<polygon fill="black" stroke="black" points="207.934,-550.42 198.961,-544.787 202.463,-554.786 207.934,-550.42"/>
</g>
<!-- n10&#45;&gt;n9 -->
<g id="edge10" class="edge"><title>n10&#45;&gt;n9</title>
<path fill="none" stroke="black" d="M276.726,-585.273C287.68,-574.744 300.731,-562.201 312.96,-550.446"/>
<polygon fill="black" stroke="black" points="315.658,-552.708 320.442,-543.255 310.807,-547.661 315.658,-552.708"/>
</g>
<!-- n11 -->
<g id="node11" class="node"><title>n11</title>
<g id="a_node11"><a xlink:title="[[C]]:&#45;1">
<ellipse fill="none" stroke="black" cx="251" cy="-701" rx="51.99" ry="26.7407"/>
<text text-anchor="middle" x="251" y="-704.8" font-family="Times,serif" font-size="14.00">Node11</text>
<text text-anchor="middle" x="251" y="-689.8" font-family="Times,serif" font-size="14.00">input = {}</text>
</a>
</g>
</g>
<!-- n11&#45;&gt;n10 -->
<g id="edge11" class="edge"><title>n11&#45;&gt;n10</title>
<path fill="none" stroke="black" d="M251,-674.073C251,-665.999 251,-656.943 251,-648.296"/>
<polygon fill="black" stroke="black" points="254.5,-648.046 251,-638.046 247.5,-648.046 254.5,-648.046"/>
</g>
</g>
</svg>