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RaymondWang0 committed Feb 2, 2024
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<li class="navelem"><a class="el" href="dir_de8631210e3161dd519eee1a642cf623.html">llm</a></li><li class="navelem"><a class="el" href="dir_6a23dd2f4b74efa88df1553988330e41.html">include</a></li><li class="navelem"><a class="el" href="dir_1a52ab83798783f2e1c21e44145c68ba.html">ops</a></li> </ul>
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<div class="headertitle"><div class="title">Conv2D.h</div></div>
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<div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno"> 1</span><span class="preprocessor">#include &quot;common.h&quot;</span></div>
<div class="line"><a id="l00002" name="l00002"></a><span class="lineno"> 2</span><span class="preprocessor">#include &lt;limits&gt;</span></div>
<div class="line"><a id="l00003" name="l00003"></a><span class="lineno"> 3</span> </div>
<div class="foldopen" id="foldopen00004" data-start="{" data-end="};">
<div class="line"><a id="l00004" name="l00004"></a><span class="lineno"><a class="line" href="structConv2D__params.html"> 4</a></span><span class="keyword">struct </span><a class="code hl_struct" href="structConv2D__params.html">Conv2D_params</a> {</div>
<div class="line"><a id="l00005" name="l00005"></a><span class="lineno"> 5</span> <a class="code hl_class" href="classMatrix4D.html">Matrix4D&lt;float&gt;</a> weight;</div>
<div class="line"><a id="l00006" name="l00006"></a><span class="lineno"> 6</span> <a class="code hl_class" href="classMatrix3D.html">Matrix3D&lt;float&gt;</a> bias;</div>
<div class="line"><a id="l00007" name="l00007"></a><span class="lineno"> 7</span> <span class="keywordtype">int</span> stride_width = 1;</div>
<div class="line"><a id="l00008" name="l00008"></a><span class="lineno"> 8</span> <span class="keywordtype">int</span> stride_height = 1;</div>
<div class="line"><a id="l00009" name="l00009"></a><span class="lineno"> 9</span> <span class="keywordtype">int</span> dilation_width_factor = 1;</div>
<div class="line"><a id="l00010" name="l00010"></a><span class="lineno"> 10</span> <span class="keywordtype">int</span> dilation_height_factor = 1;</div>
<div class="line"><a id="l00011" name="l00011"></a><span class="lineno"> 11</span> <span class="keywordtype">int</span> padding_width = 0;</div>
<div class="line"><a id="l00012" name="l00012"></a><span class="lineno"> 12</span> <span class="keywordtype">int</span> padding_height = 0;</div>
<div class="line"><a id="l00013" name="l00013"></a><span class="lineno"> 13</span> <span class="keywordtype">float</span> float_activation_min = -std::numeric_limits&lt;float&gt;::max();</div>
<div class="line"><a id="l00014" name="l00014"></a><span class="lineno"> 14</span> <span class="keywordtype">float</span> float_activation_max = std::numeric_limits&lt;float&gt;::max();</div>
<div class="line"><a id="l00015" name="l00015"></a><span class="lineno"> 15</span>};</div>
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<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"> 16</span> </div>
<div class="foldopen" id="foldopen00017" data-start="{" data-end="};">
<div class="line"><a id="l00017" name="l00017"></a><span class="lineno"><a class="line" href="classConv2D.html"> 17</a></span><span class="keyword">class </span><a class="code hl_class" href="classConv2D.html">Conv2D</a> {</div>
<div class="line"><a id="l00018" name="l00018"></a><span class="lineno"> 18</span> <span class="keyword">public</span>:</div>
<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"> 19</span> <a class="code hl_class" href="classConv2D.html">Conv2D</a>(<a class="code hl_struct" href="structConv2D__params.html">Conv2D_params</a> params_) : params(params_){};</div>
<div class="line"><a id="l00020" name="l00020"></a><span class="lineno"> 20</span> <a class="code hl_class" href="classConv2D.html">Conv2D</a>(){};</div>
<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"> 21</span> <span class="keywordtype">void</span> forward(<span class="keyword">const</span> <a class="code hl_class" href="classMatrix3D.html">Matrix3D&lt;float&gt;</a> &amp;input, <a class="code hl_class" href="classMatrix3D.html">Matrix3D&lt;float&gt;</a> &amp;output);</div>
<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"> 22</span> <span class="keyword">struct </span><a class="code hl_struct" href="structConv2D__params.html">Conv2D_params</a> params;</div>
<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"> 23</span> <span class="keywordtype">bool</span> has_bias = <span class="keyword">false</span>;</div>
<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"> 24</span> </div>
<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"> 25</span> <span class="keyword">private</span>:</div>
<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"> 26</span> std::string profile_name = <span class="stringliteral">&quot;Conv2D&quot;</span>;</div>
<div class="line"><a id="l00027" name="l00027"></a><span class="lineno"> 27</span>};</div>
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<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span> </div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"> 29</span><span class="keywordtype">void</span> load_Conv2D(<a class="code hl_class" href="classConv2D.html">Conv2D</a> &amp;op, std::string prefix);</div>
<div class="ttc" id="aclassConv2D_html"><div class="ttname"><a href="classConv2D.html">Conv2D</a></div><div class="ttdef"><b>Definition</b> Conv2D.h:17</div></div>
<div class="ttc" id="aclassMatrix3D_html"><div class="ttname"><a href="classMatrix3D.html">Matrix3D</a></div><div class="ttdef"><b>Definition</b> common.h:34</div></div>
<div class="ttc" id="aclassMatrix4D_html"><div class="ttname"><a href="classMatrix4D.html">Matrix4D</a></div><div class="ttdef"><b>Definition</b> common.h:129</div></div>
<div class="ttc" id="astructConv2D__params_html"><div class="ttname"><a href="structConv2D__params.html">Conv2D_params</a></div><div class="ttdef"><b>Definition</b> Conv2D.h:4</div></div>
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