doc/guide/flowin.svg

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<!-- Title: flow Pages: 1 -->
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<title>flow</title>
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<g id="clust1" class="cluster"><title>cluster_0</title>
<g id="a_clust1"><a xlink:title="f">
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<text text-anchor="middle" x="741.164" y="-141.8" font-family="arial" font-size="14.00">f</text>
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</g>
<!-- f/Sum -->
<g id="node1" class="node"><title>f/Sum</title>
<g id="a_node1"><a xlink:title="name: f/Sum&#10;type: Sum&#10;input:&#10; &#160;f/Exp:0: float32[1x64]&#10;output:&#10; &#160;f/Sum:0: float32&#10;func: f&#10;">
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<text text-anchor="middle" x="1004.32" y="-50.8" font-family="arial" font-size="14.00">Sum</text>
<text text-anchor="middle" x="1004.32" y="-35.8" font-family="arial" font-size="14.00">float32</text>
</a>
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</g>
<!-- f/Reciprocal -->
<g id="node8" class="node"><title>f/Reciprocal</title>
<g id="a_node8"><a xlink:title="name: f/Reciprocal&#10;type: Reciprocal&#10;input:&#10; &#160;f/Sum:0: float32&#10;output:&#10; &#160;f/Reciprocal:0: float32&#10;func: f&#10;">
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<text text-anchor="middle" x="1112.82" y="-50.8" font-family="arial" font-size="14.00">Reciprocal</text>
<text text-anchor="middle" x="1112.82" y="-35.8" font-family="arial" font-size="14.00">float32</text>
</a>
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</g>
<!-- f/Sum&#45;&gt;f/Reciprocal -->
<g id="edge10" class="edge"><title>f/Sum&#45;&gt;f/Reciprocal</title>
<g id="a_edge10"><a xlink:title="f/Sum:0">
<path fill="none" stroke="black" d="M1034.42,-47C1042.3,-47 1051.08,-47 1059.81,-47"/>
<polygon fill="black" stroke="black" points="1059.98,-50.5001 1069.98,-47 1059.98,-43.5001 1059.98,-50.5001"/>
</a>
</g>
</g>
<!-- f/Relu -->
<g id="node2" class="node"><title>f/Relu</title>
<g id="a_node2"><a xlink:title="name: f/Relu&#10;type: Relu&#10;input:&#10; &#160;f/Add:0: float32[1x64]&#10;output:&#10; &#160;f/Relu:0: float32[1x64]&#10;func: f&#10;">
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<text text-anchor="middle" x="522.821" y="-52.8" font-family="arial" font-size="14.00">Relu</text>
<text text-anchor="middle" x="522.821" y="-37.8" font-family="arial" font-size="14.00">float32[1x64]</text>
</a>
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</g>
<!-- f/Sub -->
<g id="node3" class="node"><title>f/Sub</title>
<g id="a_node3"><a xlink:title="name: f/Sub&#10;type: Sub&#10;input:&#10; &#160;f/Relu:0: float32[1x64]&#10; &#160;f/Max:0: float32&#10;output:&#10; &#160;f/Sub:0: float32[1x64]&#10;func: f&#10;">
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<text text-anchor="middle" x="753.821" y="-62.8" font-family="arial" font-size="14.00">Sub</text>
<text text-anchor="middle" x="753.821" y="-47.8" font-family="arial" font-size="14.00">float32[1x64]</text>
</a>
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</g>
<!-- f/Relu&#45;&gt;f/Sub -->
<g id="edge1" class="edge"><title>f/Relu&#45;&gt;f/Sub</title>
<g id="a_edge1"><a xlink:title="%0 = f/Relu:0">
<path fill="none" stroke="black" d="M572.418,-41.8002C600.501,-38.6818 636.469,-36.4632 668.321,-40 676.699,-40.9303 685.46,-42.3644 694.035,-44.0369"/>
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</g>
<!-- f/Max -->
<g id="node5" class="node"><title>f/Max</title>
<g id="a_node5"><a xlink:title="name: f/Max&#10;type: Max&#10;input:&#10; &#160;f/Relu:0: float32[1x64]&#10;output:&#10; &#160;f/Max:0: float32&#10;func: f&#10;">
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<text text-anchor="middle" x="638.321" y="-56.8" font-family="arial" font-size="14.00">float32</text>
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</g>
<!-- f/Relu&#45;&gt;f/Max -->
<g id="edge2" class="edge"><title>f/Relu&#45;&gt;f/Max</title>
<g id="a_edge2"><a xlink:title="f/Relu:0">
<path fill="none" stroke="black" d="M572.614,-57.168C581.147,-58.5965 589.926,-60.066 598.157,-61.4439"/>
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</g>
<!-- f/Exp -->
<g id="node9" class="node"><title>f/Exp</title>
<g id="a_node9"><a xlink:title="name: f/Exp&#10;type: Exp&#10;input:&#10; &#160;f/Sub:0: float32[1x64]&#10;output:&#10; &#160;f/Exp:0: float32[1x64]&#10;func: f&#10;">
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<text text-anchor="middle" x="888.821" y="-62.8" font-family="arial" font-size="14.00">Exp</text>
<text text-anchor="middle" x="888.821" y="-47.8" font-family="arial" font-size="14.00">float32[1x64]</text>
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</g>
<!-- f/Sub&#45;&gt;f/Exp -->
<g id="edge11" class="edge"><title>f/Sub&#45;&gt;f/Exp</title>
<g id="a_edge11"><a xlink:title="f/Sub:0">
<path fill="none" stroke="black" d="M803.59,-59C811.812,-59 820.425,-59 828.872,-59"/>
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</g>
<!-- f/y -->
<g id="node4" class="node"><title>f/y</title>
<g id="a_node4"><a xlink:title="name: f/y&#10;type: Mul&#10;input:&#10; &#160;f/Exp:0: float32[1x64]&#10; &#160;f/Reciprocal:0: float32&#10;output:&#10; &#160;f/y:0: float32[1x64]&#10;func: f&#10;">
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<text text-anchor="middle" x="1240.82" y="-54.8" font-family="arial" font-size="14.00">Mul</text>
<text text-anchor="middle" x="1240.82" y="-39.8" font-family="arial" font-size="14.00">float32[1x64]</text>
</a>
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</g>
<!-- v:f/y:0 -->
<g id="node11" class="node"><title>v:f/y:0</title>
<g id="a_node11"><a xlink:title="out var f/y:0">
<ellipse fill="#bbc6dd" stroke="#828a9a" cx="1396.32" cy="-51" rx="70.0071" ry="26.7407"/>
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<text text-anchor="middle" x="1396.32" y="-39.8" font-family="arial" font-size="14.00">float32[1x64]</text>
</a>
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</g>
<!-- f/y&#45;&gt;v:f/y:0 -->
<g id="edge4" class="edge"><title>f/y&#45;&gt;v:f/y:0</title>
<g id="a_edge4"><a xlink:title="f/y:0">
<path fill="none" stroke="black" d="M1290.39,-51C1298.6,-51 1307.3,-51 1316.05,-51"/>
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</g>
<!-- f/Max&#45;&gt;f/Sub -->
<g id="edge13" class="edge"><title>f/Max&#45;&gt;f/Sub</title>
<g id="a_edge13"><a xlink:title="%1 = f/Max:0">
<path fill="none" stroke="black" d="M668.55,-65.6823C676.472,-65.0541 685.338,-64.3511 694.263,-63.6433"/>
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</g>
<!-- f/MatMul -->
<g id="node6" class="node"><title>f/MatMul</title>
<g id="a_node6"><a xlink:title="name: f/MatMul&#10;type: MatMul&#10;input:&#10; &#160;f/x: float32[1x256]&#10; &#160;f/W: float32[256x64]&#10;output:&#10; &#160;f/MatMul:0: float32[1x64]&#10;func: f&#10;">
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<text text-anchor="middle" x="252.821" y="-102.8" font-family="arial" font-size="14.00">MatMul</text>
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</g>
<!-- f/Add -->
<g id="node7" class="node"><title>f/Add</title>
<g id="a_node7"><a xlink:title="name: f/Add&#10;type: Add&#10;input:&#10; &#160;f/MatMul:0: float32[1x64]&#10; &#160;f/b: float32[64]&#10;output:&#10; &#160;f/Add:0: float32[1x64]&#10;func: f&#10;">
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<text text-anchor="middle" x="387.821" y="-52.8" font-family="arial" font-size="14.00">Add</text>
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</a>
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</g>
<!-- f/MatMul&#45;&gt;f/Add -->
<g id="edge5" class="edge"><title>f/MatMul&#45;&gt;f/Add</title>
<g id="a_edge5"><a xlink:title="%0 = f/MatMul:0">
<path fill="none" stroke="black" d="M302.59,-80.6658C310.993,-77.5068 319.803,-74.1946 328.429,-70.9518"/>
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</g>
</g>
<!-- f/Add&#45;&gt;f/Relu -->
<g id="edge14" class="edge"><title>f/Add&#45;&gt;f/Relu</title>
<g id="a_edge14"><a xlink:title="f/Add:0">
<path fill="none" stroke="black" d="M437.59,-49C445.812,-49 454.425,-49 462.872,-49"/>
<polygon fill="black" stroke="black" points="463.058,-52.5001 473.058,-49 463.058,-45.5001 463.058,-52.5001"/>
</a>
</g>
</g>
<!-- f/Reciprocal&#45;&gt;f/y -->
<g id="edge9" class="edge"><title>f/Reciprocal&#45;&gt;f/y</title>
<g id="a_edge9"><a xlink:title="%1 = f/Reciprocal:0">
<path fill="none" stroke="black" d="M1155.43,-48.3208C1163.67,-48.5825 1172.47,-48.8618 1181.16,-49.1376"/>
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</a>
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</g>
<!-- f/Exp&#45;&gt;f/Sum -->
<g id="edge6" class="edge"><title>f/Exp&#45;&gt;f/Sum</title>
<g id="a_edge6"><a xlink:title="f/Exp:0">
<path fill="none" stroke="black" d="M938.614,-53.8413C947.147,-52.939 955.926,-52.0109 964.157,-51.1407"/>
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</g>
<!-- f/Exp&#45;&gt;f/y -->
<g id="edge7" class="edge"><title>f/Exp&#45;&gt;f/y</title>
<g id="a_edge7"><a xlink:title="%0 = f/Exp:0">
<path fill="none" stroke="black" d="M938.75,-69.8709C950.352,-72.0015 962.726,-73.9119 974.321,-75 1054.41,-82.516 1075.65,-86.0955 1155.32,-75 1163.88,-73.8079 1172.79,-71.9675 1181.48,-69.8242"/>
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</g>
<!-- v:f/W -->
<g id="node10" class="node"><title>v:f/W</title>
<g id="a_node10"><a xlink:title="const var f/W">
<polygon fill="#eeeeee" stroke="#a6a6a6" points="149.66,-126 33.6604,-126 33.6604,-88 149.66,-88 149.66,-126"/>
<text text-anchor="middle" x="91.6604" y="-110.8" font-family="arial" font-size="14.00">W</text>
<text text-anchor="middle" x="91.6604" y="-95.8" font-family="arial" font-size="14.00">float32[256x64]</text>
</a>
</g>
</g>
<!-- v:f/W&#45;&gt;f/MatMul -->
<g id="edge3" class="edge"><title>v:f/W&#45;&gt;f/MatMul</title>
<g id="a_edge3"><a xlink:title="%1 = f/W">
<path fill="none" stroke="black" d="M149.671,-104.134C163.74,-103.427 178.834,-102.669 192.987,-101.957"/>
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</g>
<!-- v:f/x -->
<g id="node12" class="node"><title>v:f/x</title>
<g id="a_node12"><a xlink:title="var f/x">
<ellipse fill="#c4dac5" stroke="#89998a" cx="91.6604" cy="-43" rx="75.8212" ry="26.7407"/>
<text text-anchor="middle" x="91.6604" y="-46.8" font-family="arial" font-size="14.00">x</text>
<text text-anchor="middle" x="91.6604" y="-31.8" font-family="arial" font-size="14.00">float32[1x256]</text>
</a>
</g>
</g>
<!-- v:f/x&#45;&gt;f/MatMul -->
<g id="edge8" class="edge"><title>v:f/x&#45;&gt;f/MatMul</title>
<g id="a_edge8"><a xlink:title="%0 = f/x">
<path fill="none" stroke="black" d="M146.101,-61.803C161.358,-67.1709 178.056,-73.0461 193.584,-78.5095"/>
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</g>
<!-- v:f/b -->
<g id="node13" class="node"><title>v:f/b</title>
<g id="a_node13"><a xlink:title="const var f/b">
<polygon fill="#eeeeee" stroke="#a6a6a6" points="294.821,-62 210.821,-62 210.821,-24 294.821,-24 294.821,-62"/>
<text text-anchor="middle" x="252.821" y="-46.8" font-family="arial" font-size="14.00">b</text>
<text text-anchor="middle" x="252.821" y="-31.8" font-family="arial" font-size="14.00">float32[64]</text>
</a>
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</g>
<!-- v:f/b&#45;&gt;f/Add -->
<g id="edge12" class="edge"><title>v:f/b&#45;&gt;f/Add</title>
<g id="a_edge12"><a xlink:title="%1 = f/b">
<path fill="none" stroke="black" d="M295.174,-44.8655C305.566,-45.3344 316.919,-45.8465 327.985,-46.3457"/>
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