Skip to content

P
pytensor
提交 d882859c authored 作者: Christof Angermueller's avatar Christof Angermueller
浏览文件
操作

Minor changes

上级 87b0ed54
显示空白字符变更
内嵌 并排
正在显示 包含 5 行增加 和 581 行删除
doc/d3printing/GSoC/150724_opfrom/index.html
浏览文件 @ d882859c
...@@ -229,23 +229,6 @@ div#notebook { ...@@ -229,23 +229,6 @@ div#notebook {
</div> </div>
</div> </div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[4]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="k">def</span> <span class="nf">viz_ofg</span><span class="p">(</span><span class="n">ofg</span><span class="p">):</span>
<span class="n">fo</span> <span class="o">=</span> <span class="n">ofg</span><span class="o">.</span><span class="n">op</span><span class="o">.</span><span class="n">fn</span>
<span class="n">gf</span> <span class="o">=</span> <span class="n">d3p</span><span class="o">.</span><span class="n">GraphFormatter</span><span class="p">()</span>
<span class="n">g</span> <span class="o">=</span> <span class="n">gf</span><span class="o">.</span><span class="n">to_pydot</span><span class="p">(</span><span class="n">fo</span><span class="p">)</span>
<span class="k">return</span> <span class="n">g</span><span class="o">.</span><span class="n">create_svg</span><span class="p">()</span>
</pre></div>
</div>
</div>
</div>
</div> </div>
<div class="cell border-box-sizing text_cell rendered"> <div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt"> <div class="prompt input_prompt">
...@@ -258,7 +241,7 @@ div#notebook { ...@@ -258,7 +241,7 @@ div#notebook {
</div> </div>
<div class="cell border-box-sizing code_cell rendered"> <div class="cell border-box-sizing code_cell rendered">
<div class="input"> <div class="input">
<div class="prompt input_prompt">In&nbsp;[27]:</div> <div class="prompt input_prompt">In&nbsp;[4]:</div>
<div class="inner_cell"> <div class="inner_cell">
<div class="input_area"> <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">z</span> <span class="o">=</span> <span class="n">tht</span><span class="o">.</span><span class="n">scalars</span><span class="p">(</span><span class="s">&#39;xyz&#39;</span><span class="p">)</span> <div class=" highlight hl-ipython2"><pre><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">z</span> <span class="o">=</span> <span class="n">tht</span><span class="o">.</span><span class="n">scalars</span><span class="p">(</span><span class="s">&#39;xyz&#39;</span><span class="p">)</span>
...@@ -275,7 +258,7 @@ div#notebook { ...@@ -275,7 +258,7 @@ div#notebook {
</div> </div>
<div class="cell border-box-sizing code_cell rendered"> <div class="cell border-box-sizing code_cell rendered">
<div class="input"> <div class="input">
<div class="prompt input_prompt">In&nbsp;[12]:</div> <div class="prompt input_prompt">In&nbsp;[5]:</div>
<div class="inner_cell"> <div class="inner_cell">
<div class="input_area"> <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">d3p</span><span class="o">.</span><span class="n">d3print</span><span class="p">(</span><span class="n">f</span><span class="p">,</span> <span class="s">&#39;example1/index.html&#39;</span><span class="p">)</span> <div class=" highlight hl-ipython2"><pre><span class="n">d3p</span><span class="o">.</span><span class="n">d3print</span><span class="p">(</span><span class="n">f</span><span class="p">,</span> <span class="s">&#39;example1/index.html&#39;</span><span class="p">)</span>
...@@ -293,15 +276,6 @@ div#notebook { ...@@ -293,15 +276,6 @@ div#notebook {
<div class="text_cell_render border-box-sizing rendered_html"> <div class="text_cell_render border-box-sizing rendered_html">
<p><a href="./example1/index.html">Open</a></p> <p><a href="./example1/index.html">Open</a></p>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="OFG-node-1">OFG node 1<a class="anchor-link" href="#OFG-node-1">&#182;</a></h2>
</div> </div>
</div> </div>
</div> </div>
...@@ -310,273 +284,13 @@ div#notebook { ...@@ -310,273 +284,13 @@ div#notebook {
<div class="prompt input_prompt">In&nbsp;[6]:</div> <div class="prompt input_prompt">In&nbsp;[6]:</div>
<div class="inner_cell"> <div class="inner_cell">
<div class="input_area"> <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">SVG</span><span class="p">(</span><span class="n">viz_ofg</span><span class="p">(</span><span class="n">f</span><span class="o">.</span><span class="n">maker</span><span class="o">.</span><span class="n">fgraph</span><span class="o">.</span><span class="n">toposort</span><span class="p">()[</span><span class="mi">0</span><span class="p">]))</span> <div class=" highlight hl-ipython2"><pre><span class="n">topo</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">maker</span><span class="o">.</span><span class="n">fgraph</span><span class="o">.</span><span class="n">toposort</span><span class="p">()</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt">Out[6]:</div>
<div class="output_svg output_subarea output_execute_result">
<svg height="220pt" viewBox="0.00 0.00 722.00 220.00" width="722pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<g class="graph" id="graph0" transform="scale(1 1) rotate(0) translate(4 216)">
<title>G</title>
<polygon fill="white" points="-4,4 -4,-216 718,-216 718,4 -4,4" stroke="none"/>
<!-- _1 -->
<g class="node" id="node1"><title>_1</title>
<ellipse cx="349" cy="-106" fill="#ffaabb" rx="155.005" ry="18" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="349" y="-102.3">Elemwise{Composite{(i0 + (i1 * i2))}}</text>
</g>
<!-- _5 -->
<g class="node" id="node5"><title>_5</title>
<polygon fill="dodgerblue" points="435,-36 263,-36 263,-0 435,-0 435,-36" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="349" y="-14.3">TensorType(float64, scalar)</text>
</g>
<!-- _1&#45;&gt;_5 -->
<g class="edge" id="edge4"><title>_1-&gt;_5</title>
<path d="M349,-87.5966C349,-75.7459 349,-59.8169 349,-46.2917" fill="none" stroke="black"/>
<polygon fill="black" points="352.5,-46.084 349,-36.084 345.5,-46.084 352.5,-46.084" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="427" y="-58.3">TensorType(float64, scalar)</text>
</g>
<!-- _2 -->
<g class="node" id="node2"><title>_2</title>
<polygon fill="limegreen" points="220.25,-212 -0.25,-212 -0.25,-176 220.25,-176 220.25,-212" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="110" y="-190.3">name=x TensorType(float64, scalar)</text>
</g>
<!-- _2&#45;&gt;_1 -->
<g class="edge" id="edge1"><title>_2-&gt;_1</title>
<path d="M128.186,-175.807C141.119,-164.521 159.428,-150.354 178,-142 197.086,-133.415 218.319,-126.915 239.152,-121.999" fill="none" stroke="black"/>
<polygon fill="black" points="240.022,-125.391 249.01,-119.781 238.486,-118.562 240.022,-125.391" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="261.5" y="-146.3">0 TensorType(float64, scalar)</text>
</g>
<!-- _3 -->
<g class="node" id="node3"><title>_3</title>
<polygon fill="limegreen" points="459.25,-212 238.75,-212 238.75,-176 459.25,-176 459.25,-212" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="349" y="-190.3">name=y TensorType(float64, scalar)</text>
</g>
<!-- _3&#45;&gt;_1 -->
<g class="edge" id="edge2"><title>_3-&gt;_1</title>
<path d="M349,-175.597C349,-163.746 349,-147.817 349,-134.292" fill="none" stroke="black"/>
<polygon fill="black" points="352.5,-134.084 349,-124.084 345.5,-134.084 352.5,-134.084" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="432.5" y="-146.3">1 TensorType(float64, scalar)</text>
</g>
<!-- _4 -->
<g class="node" id="node4"><title>_4</title>
<polygon fill="limegreen" points="698,-212 478,-212 478,-176 698,-176 698,-212" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="588" y="-190.3">name=z TensorType(float64, scalar)</text>
</g>
<!-- _4&#45;&gt;_1 -->
<g class="edge" id="edge3"><title>_4-&gt;_1</title>
<path d="M569.814,-175.807C556.881,-164.521 538.572,-150.354 520,-142 500.914,-133.415 479.681,-126.915 458.848,-121.999" fill="none" stroke="black"/>
<polygon fill="black" points="459.514,-118.562 448.99,-119.781 457.978,-125.391 459.514,-118.562" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="630.5" y="-146.3">2 TensorType(float64, scalar)</text>
</g>
</g>
</svg>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="OFG-node-2">OFG node 2<a class="anchor-link" href="#OFG-node-2">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[15]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">SVG</span><span class="p">(</span><span class="n">viz_ofg</span><span class="p">(</span><span class="n">f</span><span class="o">.</span><span class="n">maker</span><span class="o">.</span><span class="n">fgraph</span><span class="o">.</span><span class="n">toposort</span><span class="p">()[</span><span class="mi">1</span><span class="p">]))</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt">Out[15]:</div>
<div class="output_svg output_subarea output_execute_result">
<svg height="220pt" viewBox="0.00 0.00 722.00 220.00" width="722pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<g class="graph" id="graph0" transform="scale(1 1) rotate(0) translate(4 216)">
<title>G</title>
<polygon fill="white" points="-4,4 -4,-216 718,-216 718,4 -4,4" stroke="none"/>
<!-- _1 -->
<g class="node" id="node1"><title>_1</title>
<ellipse cx="349" cy="-106" fill="#ffaabb" rx="155.005" ry="18" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="349" y="-102.3">Elemwise{Composite{(i0 + (i1 * i2))}}</text>
</g>
<!-- _5 -->
<g class="node" id="node5"><title>_5</title>
<polygon fill="dodgerblue" points="435,-36 263,-36 263,-0 435,-0 435,-36" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="349" y="-14.3">TensorType(float64, scalar)</text>
</g>
<!-- _1&#45;&gt;_5 -->
<g class="edge" id="edge4"><title>_1-&gt;_5</title>
<path d="M349,-87.5966C349,-75.7459 349,-59.8169 349,-46.2917" fill="none" stroke="black"/>
<polygon fill="black" points="352.5,-46.084 349,-36.084 345.5,-46.084 352.5,-46.084" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="427" y="-58.3">TensorType(float64, scalar)</text>
</g>
<!-- _2 -->
<g class="node" id="node2"><title>_2</title>
<polygon fill="limegreen" points="220.25,-212 -0.25,-212 -0.25,-176 220.25,-176 220.25,-212" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="110" y="-190.3">name=x TensorType(float64, scalar)</text>
</g>
<!-- _2&#45;&gt;_1 -->
<g class="edge" id="edge1"><title>_2-&gt;_1</title>
<path d="M128.186,-175.807C141.119,-164.521 159.428,-150.354 178,-142 197.086,-133.415 218.319,-126.915 239.152,-121.999" fill="none" stroke="black"/>
<polygon fill="black" points="240.022,-125.391 249.01,-119.781 238.486,-118.562 240.022,-125.391" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="261.5" y="-146.3">0 TensorType(float64, scalar)</text>
</g>
<!-- _3 -->
<g class="node" id="node3"><title>_3</title>
<polygon fill="limegreen" points="459.25,-212 238.75,-212 238.75,-176 459.25,-176 459.25,-212" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="349" y="-190.3">name=y TensorType(float64, scalar)</text>
</g>
<!-- _3&#45;&gt;_1 -->
<g class="edge" id="edge2"><title>_3-&gt;_1</title>
<path d="M349,-175.597C349,-163.746 349,-147.817 349,-134.292" fill="none" stroke="black"/>
<polygon fill="black" points="352.5,-134.084 349,-124.084 345.5,-134.084 352.5,-134.084" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="432.5" y="-146.3">1 TensorType(float64, scalar)</text>
</g>
<!-- _4 -->
<g class="node" id="node4"><title>_4</title>
<polygon fill="limegreen" points="698,-212 478,-212 478,-176 698,-176 698,-212" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="588" y="-190.3">name=z TensorType(float64, scalar)</text>
</g>
<!-- _4&#45;&gt;_1 -->
<g class="edge" id="edge3"><title>_4-&gt;_1</title>
<path d="M569.814,-175.807C556.881,-164.521 538.572,-150.354 520,-142 500.914,-133.415 479.681,-126.915 458.848,-121.999" fill="none" stroke="black"/>
<polygon fill="black" points="459.514,-118.562 448.99,-119.781 457.978,-125.391 459.514,-118.562" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="630.5" y="-146.3">2 TensorType(float64, scalar)</text>
</g>
</g>
</svg>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[30]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ofg2</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">maker</span><span class="o">.</span><span class="n">fgraph</span><span class="o">.</span><span class="n">toposort</span><span class="p">()[</span><span class="mi">1</span><span class="p">]</span>
</pre></div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[31]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ofg2</span><span class="o">.</span><span class="n">inputs</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt">Out[31]:</div>
<div class="output_text output_subarea output_execute_result">
<pre>[x, y, z]</pre>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[34]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ofg2</span><span class="o">.</span><span class="n">op</span><span class="o">.</span><span class="n">fn</span><span class="o">.</span><span class="n">maker</span><span class="o">.</span><span class="n">fgraph</span><span class="o">.</span><span class="n">toposort</span><span class="p">()</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt">Out[34]:</div>
<div class="output_text output_subarea output_execute_result">
<pre>[Elemwise{Composite{(i0 + (i1 * i2))}}(x, y, z)]</pre>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[35]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ofg2</span><span class="o">.</span><span class="n">op</span><span class="o">.</span><span class="n">fn</span><span class="o">.</span><span class="n">maker</span><span class="o">.</span><span class="n">fgraph</span><span class="o">.</span><span class="n">toposort</span><span class="p">()[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">inputs</span>
</pre></div> </pre></div>
</div> </div>
</div> </div>
</div> </div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt">Out[35]:</div>
<div class="output_text output_subarea output_execute_result">
<pre>[x, y, z]</pre>
</div>
</div>
</div>
</div>
</div> </div>
<div class="cell border-box-sizing text_cell rendered"> <div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt"> <div class="prompt input_prompt">
...@@ -589,7 +303,7 @@ div#notebook { ...@@ -589,7 +303,7 @@ div#notebook {
</div> </div>
<div class="cell border-box-sizing code_cell rendered"> <div class="cell border-box-sizing code_cell rendered">
<div class="input"> <div class="input">
<div class="prompt input_prompt">In&nbsp;[24]:</div> <div class="prompt input_prompt">In&nbsp;[7]:</div>
<div class="inner_cell"> <div class="inner_cell">
<div class="input_area"> <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">z</span> <span class="o">=</span> <span class="n">tht</span><span class="o">.</span><span class="n">scalars</span><span class="p">(</span><span class="s">&#39;xyz&#39;</span><span class="p">)</span> <div class=" highlight hl-ipython2"><pre><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">z</span> <span class="o">=</span> <span class="n">tht</span><span class="o">.</span><span class="n">scalars</span><span class="p">(</span><span class="s">&#39;xyz&#39;</span><span class="p">)</span>
...@@ -608,7 +322,7 @@ div#notebook { ...@@ -608,7 +322,7 @@ div#notebook {
</div> </div>
<div class="cell border-box-sizing code_cell rendered"> <div class="cell border-box-sizing code_cell rendered">
<div class="input"> <div class="input">
<div class="prompt input_prompt">In&nbsp;[21]:</div> <div class="prompt input_prompt">In&nbsp;[8]:</div>
<div class="inner_cell"> <div class="inner_cell">
<div class="input_area"> <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">d3p</span><span class="o">.</span><span class="n">d3print</span><span class="p">(</span><span class="n">f</span><span class="p">,</span> <span class="s">&#39;example2/index.html&#39;</span><span class="p">)</span> <div class=" highlight hl-ipython2"><pre><span class="n">d3p</span><span class="o">.</span><span class="n">d3print</span><span class="p">(</span><span class="n">f</span><span class="p">,</span> <span class="s">&#39;example2/index.html&#39;</span><span class="p">)</span>
...@@ -628,296 +342,6 @@ div#notebook { ...@@ -628,296 +342,6 @@ div#notebook {
</div> </div>
</div> </div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="OFG-node-1">OFG node 1<a class="anchor-link" href="#OFG-node-1">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[18]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">topo</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">maker</span><span class="o">.</span><span class="n">fgraph</span><span class="o">.</span><span class="n">toposort</span><span class="p">()</span>
</pre></div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[19]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">topo</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt">Out[19]:</div>
<div class="output_text output_subarea output_execute_result">
<pre>[&lt;theano.compile.builders.OpFromGraph object at 0x112538910&gt;(x, y, z),
Elemwise{Add}[(0, 0)](&lt;theano.compile.builders.OpFromGraph object at 0x112538910&gt;.0, z)]</pre>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[20]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ofg1</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">maker</span><span class="o">.</span><span class="n">fgraph</span><span class="o">.</span><span class="n">toposort</span><span class="p">()[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">SVG</span><span class="p">(</span><span class="n">viz_ofg</span><span class="p">(</span><span class="n">ofg1</span><span class="p">))</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt">Out[20]:</div>
<div class="output_svg output_subarea output_execute_result">
<svg height="259pt" viewBox="0.00 0.00 1220.00 259.00" width="1220pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<g class="graph" id="graph0" transform="scale(1 1) rotate(0) translate(4 255)">
<title>G</title>
<polygon fill="white" points="-4,4 -4,-255 1216,-255 1216,4 -4,4" stroke="none"/>
<g class="cluster" id="clust1"><title>cluster__1</title>
<polygon fill="none" points="8,-168 8,-243 485,-243 485,-168 8,-168" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="246.5" y="-227.8">theano.compile.builders.OpFromGraph object at 0x112538390</text>
</g>
<!-- _2 -->
<g class="node" id="node1"><title>_2</title>
<polygon fill="limegreen" points="476.25,-212 255.75,-212 255.75,-176 476.25,-176 476.25,-212" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="366" y="-190.3">name=x TensorType(float64, scalar)</text>
</g>
<!-- _3 -->
<g class="node" id="node2"><title>_3</title>
<polygon fill="limegreen" points="237.25,-212 16.75,-212 16.75,-176 237.25,-176 237.25,-212" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="127" y="-190.3">name=y TensorType(float64, scalar)</text>
</g>
<!-- _1 -->
<g class="node" id="node3"><title>_1</title>
<ellipse cx="734" cy="-194" fill="none" rx="239.243" ry="18" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="734" y="-190.3">theano.compile.builders.OpFromGraph object at 0x112538390</text>
</g>
<!-- _4 -->
<g class="node" id="node4"><title>_4</title>
<ellipse cx="918" cy="-106" fill="#ffaabb" rx="96.2631" ry="18" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="918" y="-102.3">Elemwise{Add}[(0, 0)]</text>
</g>
<!-- _1&#45;&gt;_4 -->
<g class="edge" id="edge1"><title>_1-&gt;_4</title>
<path d="M770.352,-176.009C800.379,-161.975 843.074,-142.02 874.835,-127.175" fill="none" stroke="red"/>
<polygon fill="red" points="876.321,-130.344 883.898,-122.939 873.357,-124.003 876.321,-130.344" stroke="red"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="926.5" y="-146.3">0 TensorType(float64, scalar)</text>
</g>
<!-- _6 -->
<g class="node" id="node6"><title>_6</title>
<polygon fill="dodgerblue" points="1018.25,-36 817.75,-36 817.75,-0 1018.25,-0 1018.25,-36" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="918" y="-14.3">TensorType(float64, scalar) id=4</text>
</g>
<!-- _4&#45;&gt;_6 -->
<g class="edge" id="edge3"><title>_4-&gt;_6</title>
<path d="M918,-87.5966C918,-75.7459 918,-59.8169 918,-46.2917" fill="none" stroke="black"/>
<polygon fill="black" points="921.5,-46.084 918,-36.084 914.5,-46.084 921.5,-46.084" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="996" y="-58.3">TensorType(float64, scalar)</text>
</g>
<!-- _5 -->
<g class="node" id="node5"><title>_5</title>
<polygon fill="limegreen" points="1212,-212 992,-212 992,-176 1212,-176 1212,-212" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="1102" y="-190.3">name=z TensorType(float64, scalar)</text>
</g>
<!-- _5&#45;&gt;_4 -->
<g class="edge" id="edge2"><title>_5-&gt;_4</title>
<path d="M1075.31,-175.883C1058.2,-165.325 1035.27,-151.949 1014,-142 1001.2,-136.013 987.068,-130.363 973.675,-125.42" fill="none" stroke="black"/>
<polygon fill="black" points="974.677,-122.061 964.083,-121.951 972.296,-128.644 974.677,-122.061" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="1126.5" y="-146.3">1 TensorType(float64, scalar)</text>
</g>
</g>
</svg>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[25]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ofg2</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">maker</span><span class="o">.</span><span class="n">fgraph</span><span class="o">.</span><span class="n">toposort</span><span class="p">()[</span><span class="mi">1</span><span class="p">]</span>
</pre></div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[26]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ofg2</span><span class="o">.</span><span class="n">inputs</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt">Out[26]:</div>
<div class="output_text output_subarea output_execute_result">
<pre>[&lt;theano.compile.builders.OpFromGraph object at 0x1124a4f90&gt;.0, z]</pre>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[21]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ofg1</span><span class="o">.</span><span class="n">inputs</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt">Out[21]:</div>
<div class="output_text output_subarea output_execute_result">
<pre>[x, y, z]</pre>
</div>
</div>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="OFG-node-2">OFG node 2<a class="anchor-link" href="#OFG-node-2">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[46]:</div>
<div class="inner_cell">
<div class="input_area">
<div class=" highlight hl-ipython2"><pre><span class="n">ofg2</span> <span class="o">=</span> <span class="n">ofg1</span><span class="o">.</span><span class="n">op</span><span class="o">.</span><span class="n">fn</span><span class="o">.</span><span class="n">maker</span><span class="o">.</span><span class="n">fgraph</span><span class="o">.</span><span class="n">toposort</span><span class="p">()[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">SVG</span><span class="p">(</span><span class="n">viz_ofg</span><span class="p">(</span><span class="n">ofg2</span><span class="p">))</span>
</pre></div>
</div>
</div>
</div>
<div class="output_wrapper">
<div class="output">
<div class="output_area"><div class="prompt output_prompt">Out[46]:</div>
<div class="output_svg output_subarea output_execute_result">
<svg height="220pt" viewBox="0.00 0.00 513.00 220.00" width="513pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<g class="graph" id="graph0" transform="scale(1 1) rotate(0) translate(4 216)">
<title>G</title>
<polygon fill="white" points="-4,4 -4,-216 509,-216 509,4 -4,4" stroke="none"/>
<!-- _1 -->
<g class="node" id="node1"><title>_1</title>
<ellipse cx="229" cy="-106" fill="#ffaabb" rx="111.186" ry="18" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="229" y="-102.3">Elemwise{mul,no_inplace}</text>
</g>
<!-- _4 -->
<g class="node" id="node4"><title>_4</title>
<polygon fill="dodgerblue" points="315,-36 143,-36 143,-0 315,-0 315,-36" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="229" y="-14.3">TensorType(float64, scalar)</text>
</g>
<!-- _1&#45;&gt;_4 -->
<g class="edge" id="edge3"><title>_1-&gt;_4</title>
<path d="M229,-87.5966C229,-75.7459 229,-59.8169 229,-46.2917" fill="none" stroke="black"/>
<polygon fill="black" points="232.5,-46.084 229,-36.084 225.5,-46.084 232.5,-46.084" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="307" y="-58.3">TensorType(float64, scalar)</text>
</g>
<!-- _2 -->
<g class="node" id="node2"><title>_2</title>
<polygon fill="limegreen" points="220.25,-212 -0.25,-212 -0.25,-176 220.25,-176 220.25,-212" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="110" y="-190.3">name=x TensorType(float64, scalar)</text>
</g>
<!-- _2&#45;&gt;_1 -->
<g class="edge" id="edge1"><title>_2-&gt;_1</title>
<path d="M124.112,-175.983C133.526,-165.334 146.597,-151.821 160,-142 167.085,-136.809 175.052,-131.986 182.989,-127.682" fill="none" stroke="black"/>
<polygon fill="black" points="184.633,-130.772 191.889,-123.051 181.402,-124.562 184.633,-130.772" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="243.5" y="-146.3">0 TensorType(float64, scalar)</text>
</g>
<!-- _3 -->
<g class="node" id="node3"><title>_3</title>
<polygon fill="limegreen" points="459.25,-212 238.75,-212 238.75,-176 459.25,-176 459.25,-212" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="349" y="-190.3">name=y TensorType(float64, scalar)</text>
</g>
<!-- _3&#45;&gt;_1 -->
<g class="edge" id="edge2"><title>_3-&gt;_1</title>
<path d="M345.336,-175.801C342.177,-164.804 336.566,-150.971 327,-142 319.637,-135.095 310.819,-129.537 301.533,-125.066" fill="none" stroke="black"/>
<polygon fill="black" points="302.691,-121.753 292.126,-120.949 299.884,-128.165 302.691,-121.753" stroke="black"/>
<text font-family="Times,serif" font-size="14.00" text-anchor="middle" x="421.5" y="-146.3">1 TensorType(float64, scalar)</text>
</g>
</g>
</svg>
</div>
</div>
</div>
</div>
</div> </div>
</div> </div>
</div> </div>
......
Markdown 格式
0% 或
您添加了 0 人 到此讨论。请谨慎行事。
请先完成此评论的编辑！
请 注册 或者 后发表评论