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MindSpore Signal+ 使用手册
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<section id="topkfusion">
|
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<h1>TopkFusion<a class="headerlink" href="#topkfusion" title="此标题的永久链接"></a></h1>
|
||
<p>在指定维度上选取 Top-K 个最大值，并同时输出对应的索引。</p>
|
||
<dl class="simple">
|
||
<dt>该算子在融合实现中同时完成：</dt><dd><ul class="simple">
|
||
<li><p>Top-K 值计算</p></li>
|
||
<li><p>索引提取</p></li>
|
||
<li><p>可选的结果排序</p></li>
|
||
</ul>
|
||
</dd>
|
||
</dl>
|
||
<p>其计算过程为：
|
||
在指定维度上，对每个 slice 进行排序或选择，输出前 <code class="docutils literal notranslate"><span class="pre">K</span></code> 个最大元素及其原始索引。</p>
|
||
<p>当 <code class="docutils literal notranslate"><span class="pre">sorted</span> <span class="pre">=</span> <span class="pre">false</span></code> 时，仅保证输出为 Top-K 元素集合，
|
||
不保证其在输出中的顺序；当 <code class="docutils literal notranslate"><span class="pre">sorted</span> <span class="pre">=</span> <span class="pre">true</span></code> 时，
|
||
输出结果按值从大到小排序。</p>
|
||
<dl>
|
||
<dt>输入：</dt><dd><ul>
|
||
<li><p><strong>input</strong> - 输入张量的数据地址。
|
||
数据类型需与所调用的 TopkFusion 接口类型一致，例如：<code class="docutils literal notranslate"><span class="pre">fp_*</span></code> 接口对应 <code class="docutils literal notranslate"><span class="pre">float*</span></code>,``hp_*`` 接口对应 <code class="docutils literal notranslate"><span class="pre">half*</span></code>,``i16_*`` 接口对应 <code class="docutils literal notranslate"><span class="pre">int16_t*</span></code>,``i32_*`` 接口对应 <code class="docutils literal notranslate"><span class="pre">int32_t*</span></code></p></li>
|
||
<li><p><strong>output</strong> - Top-K 值输出张量的数据地址。
|
||
数据类型与 <code class="docutils literal notranslate"><span class="pre">input</span></code> 保持一致。</p></li>
|
||
<li><p><strong>output_index</strong> - Top-K 索引输出张量的数据地址，类型固定为 <code class="docutils literal notranslate"><span class="pre">int32_t*</span></code>。</p></li>
|
||
<li><p><strong>parameter</strong> - Top-K 参数结构体指针 <code class="docutils literal notranslate"><span class="pre">TopkParameter*</span></code>，其定义如下：</p>
|
||
<div class="highlight-c notranslate"><div class="highlight"><pre><span></span><span class="k">typedef</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">TopkParameter</span><span class="w"> </span><span class="p">{</span>
|
||
<span class="w"> </span><span class="c1">// primitive parameter</span>
|
||
<span class="w"> </span><span class="n">OpParameter</span><span class="w"> </span><span class="n">op_parameter_</span><span class="p">;</span>
|
||
<span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">k_</span><span class="p">;</span><span class="w"> </span><span class="c1">// 需要选取的 Top-K 个数</span>
|
||
<span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">axis_</span><span class="p">;</span><span class="w"> </span><span class="c1">// 执行 Top-K 的维度</span>
|
||
<span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">sorted_</span><span class="p">;</span><span class="w"> </span><span class="c1">// 是否对 Top-K 结果按值排序</span>
|
||
|
||
<span class="w"> </span><span class="c1">// other parameter</span>
|
||
<span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">dim_size_</span><span class="p">;</span><span class="w"> </span><span class="c1">// axis 维度长度</span>
|
||
<span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">outer_loop_num_</span><span class="p">;</span><span class="w"> </span><span class="c1">// axis 之前维度展开后的循环次数</span>
|
||
<span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">inner_loop_num_</span><span class="p">;</span><span class="w"> </span><span class="c1">// axis 之后维度展开后的循环次数</span>
|
||
<span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="o">*</span><span class="n">topk_node_list_</span><span class="p">;</span><span class="w"> </span><span class="c1">// 临时 TopK 节点缓冲区</span>
|
||
<span class="p">}</span><span class="w"> </span><span class="n">TopkParameter</span><span class="p">;</span>
|
||
</pre></div>
|
||
</div>
|
||
</li>
|
||
<li><p><strong>core_mask</strong> - 核掩码（仅共享存储版本使用）。</p></li>
|
||
</ul>
|
||
</dd>
|
||
<dt>输出：</dt><dd><ul class="simple">
|
||
<li><p><strong>output</strong> - Top-K 值输出张量的数据地址。</p></li>
|
||
<li><p><strong>output_index</strong> - Top-K 索引输出张量的数据地址。</p></li>
|
||
</ul>
|
||
</dd>
|
||
<dt>支持平台：</dt><dd><p><code class="docutils literal notranslate"><span class="pre">FT78NE</span></code>
|
||
<code class="docutils literal notranslate"><span class="pre">MT7004</span></code></p>
|
||
</dd>
|
||
</dl>
|
||
<div class="admonition note">
|
||
<p class="admonition-title">备注</p>
|
||
<ul class="simple">
|
||
<li><dl class="simple">
|
||
<dt>FT78NE 支持的数据类型：</dt><dd><p>fp32, fp64, int8, int16, int32</p>
|
||
</dd>
|
||
</dl>
|
||
</li>
|
||
<li><dl class="simple">
|
||
<dt>MT7004 支持的数据类型：</dt><dd><p>fp16, fp32, int16, int32</p>
|
||
</dd>
|
||
</dl>
|
||
</li>
|
||
<li><p><code class="docutils literal notranslate"><span class="pre">output</span></code> 与 <code class="docutils literal notranslate"><span class="pre">output_index</span></code> 的布局与输入张量保持一致，仅在 Top-K 维度长度变为 <code class="docutils literal notranslate"><span class="pre">K</span></code></p></li>
|
||
<li><p>TopkFusion 算子内部使用 <code class="docutils literal notranslate"><span class="pre">void*</span></code> 进行类型复用，
|
||
但调用时 <code class="docutils literal notranslate"><span class="pre">input</span></code> 与 <code class="docutils literal notranslate"><span class="pre">output</span></code> 的实际数据类型
|
||
必须与所选接口前缀严格一致。</p></li>
|
||
</ul>
|
||
</div>
|
||
<p><strong>共享存储版本：</strong></p>
|
||
<dl class="c function">
|
||
<dt class="sig sig-object c" id="c.fp_topk_fusion_s">
|
||
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">fp_topk_fusion_s</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">input</span></span>, <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="n"><span class="pre">int32_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output_index</span></span>, <span class="n"><span class="pre">TopkParameter</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">parameter</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.fp_topk_fusion_s" title="永久链接至目标"></a><br /></dt>
|
||
<dd></dd></dl>
|
||
|
||
<dl class="c function">
|
||
<dt class="sig sig-object c" id="c.hp_topk_fusion_s">
|
||
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">hp_topk_fusion_s</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">input</span></span>, <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="n"><span class="pre">int32_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output_index</span></span>, <span class="n"><span class="pre">TopkParameter</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">parameter</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.hp_topk_fusion_s" title="永久链接至目标"></a><br /></dt>
|
||
<dd></dd></dl>
|
||
|
||
<dl class="c function">
|
||
<dt class="sig sig-object c" id="c.i16_topk_fusion_s">
|
||
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i16_topk_fusion_s</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">input</span></span>, <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="n"><span class="pre">int32_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output_index</span></span>, <span class="n"><span class="pre">TopkParameter</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">parameter</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i16_topk_fusion_s" title="永久链接至目标"></a><br /></dt>
|
||
<dd></dd></dl>
|
||
|
||
<dl class="c function">
|
||
<dt class="sig sig-object c" id="c.i32_topk_fusion_s">
|
||
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i32_topk_fusion_s</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">input</span></span>, <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="n"><span class="pre">int32_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output_index</span></span>, <span class="n"><span class="pre">TopkParameter</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">parameter</span></span>, <span class="kt"><span class="pre">int</span></span><span class="w"> </span><span class="n"><span class="pre">core_mask</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i32_topk_fusion_s" title="永久链接至目标"></a><br /></dt>
|
||
<dd></dd></dl>
|
||
|
||
<p><strong>C调用示例：</strong></p>
|
||
<div class="highlight-c notranslate"><div class="highlight"><pre><span></span><span class="linenos"> 1</span><span class="c1">// FT78NE 多核示例</span>
|
||
<span class="linenos"> 2</span><span class="cp">#include</span><span class="w"> </span><span class="cpf"><stdio.h></span>
|
||
<span class="linenos"> 3</span><span class="cp">#include</span><span class="w"> </span><span class="cpf"><topk_fusion.h></span>
|
||
<span class="linenos"> 4</span>
|
||
<span class="linenos"> 5</span><span class="kt">int</span><span class="w"> </span><span class="nf">main</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">argc</span><span class="p">,</span><span class="w"> </span><span class="kt">char</span><span class="o">*</span><span class="w"> </span><span class="n">argv</span><span class="p">[])</span><span class="w"> </span><span class="p">{</span>
|
||
<span class="linenos"> 6</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="o">*</span><span class="n">input</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="kt">float</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="mh">0xA0000000</span><span class="p">;</span>
|
||
<span class="linenos"> 7</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="o">*</span><span class="n">output</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="kt">float</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="mh">0xB0000000</span><span class="p">;</span>
|
||
<span class="linenos"> 8</span><span class="w"> </span><span class="kt">int32_t</span><span class="w"> </span><span class="o">*</span><span class="n">output_index</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="kt">int32_t</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="mh">0xB1000000</span><span class="p">;</span>
|
||
<span class="linenos"> 9</span>
|
||
<span class="linenos">10</span><span class="w"> </span><span class="n">TopkParameter</span><span class="w"> </span><span class="n">param</span><span class="p">;</span>
|
||
<span class="linenos">11</span><span class="w"> </span><span class="n">param</span><span class="p">.</span><span class="n">k_</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">5</span><span class="p">;</span>
|
||
<span class="linenos">12</span><span class="w"> </span><span class="n">param</span><span class="p">.</span><span class="n">dim_size_</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">100</span><span class="p">;</span>
|
||
<span class="linenos">13</span><span class="w"> </span><span class="n">param</span><span class="p">.</span><span class="n">outer_loop_num_</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span>
|
||
<span class="linenos">14</span><span class="w"> </span><span class="n">param</span><span class="p">.</span><span class="n">inner_loop_num_</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span>
|
||
<span class="linenos">15</span><span class="w"> </span><span class="n">param</span><span class="p">.</span><span class="n">sorted_</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span>
|
||
<span class="linenos">16</span>
|
||
<span class="linenos">17</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">core_mask</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mh">0xff</span><span class="p">;</span>
|
||
<span class="linenos">18</span>
|
||
<span class="hll"><span class="linenos">19</span><span class="w"> </span><span class="n">fp_topk_fusion_s</span><span class="p">(</span><span class="n">input</span><span class="p">,</span><span class="w"> </span><span class="n">output</span><span class="p">,</span><span class="w"> </span><span class="n">output_index</span><span class="p">,</span><span class="w"> </span><span class="o">&</span><span class="n">param</span><span class="p">,</span><span class="w"> </span><span class="n">core_mask</span><span class="p">);</span>
|
||
</span><span class="linenos">20</span><span class="w"> </span><span class="k">return</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span>
|
||
<span class="linenos">21</span><span class="p">}</span>
|
||
</pre></div>
|
||
</div>
|
||
<p><strong>私有存储版本：</strong></p>
|
||
<dl class="c function">
|
||
<dt class="sig sig-object c" id="c.fp_topk_fusion_p">
|
||
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">fp_topk_fusion_p</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">input</span></span>, <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="n"><span class="pre">int32_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output_index</span></span>, <span class="n"><span class="pre">TopkParameter</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">parameter</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.fp_topk_fusion_p" title="永久链接至目标"></a><br /></dt>
|
||
<dd></dd></dl>
|
||
|
||
<dl class="c function">
|
||
<dt class="sig sig-object c" id="c.hp_topk_fusion_p">
|
||
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">hp_topk_fusion_p</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">input</span></span>, <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="n"><span class="pre">int32_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output_index</span></span>, <span class="n"><span class="pre">TopkParameter</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">parameter</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.hp_topk_fusion_p" title="永久链接至目标"></a><br /></dt>
|
||
<dd></dd></dl>
|
||
|
||
<dl class="c function">
|
||
<dt class="sig sig-object c" id="c.i16_topk_fusion_p">
|
||
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i16_topk_fusion_p</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">input</span></span>, <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="n"><span class="pre">int32_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output_index</span></span>, <span class="n"><span class="pre">TopkParameter</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">parameter</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i16_topk_fusion_p" title="永久链接至目标"></a><br /></dt>
|
||
<dd></dd></dl>
|
||
|
||
<dl class="c function">
|
||
<dt class="sig sig-object c" id="c.i32_topk_fusion_p">
|
||
<span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="sig-name descname"><span class="n"><span class="pre">i32_topk_fusion_p</span></span></span><span class="sig-paren">(</span><span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">input</span></span>, <span class="kt"><span class="pre">void</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output</span></span>, <span class="n"><span class="pre">int32_t</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">output_index</span></span>, <span class="n"><span class="pre">TopkParameter</span></span><span class="w"> </span><span class="p"><span class="pre">*</span></span><span class="n"><span class="pre">parameter</span></span><span class="sig-paren">)</span><a class="headerlink" href="#c.i32_topk_fusion_p" title="永久链接至目标"></a><br /></dt>
|
||
<dd></dd></dl>
|
||
|
||
<p><strong>C调用示例：</strong></p>
|
||
<div class="highlight-c notranslate"><div class="highlight"><pre><span></span><span class="linenos"> 1</span><span class="c1">// MT7004 单核示例</span>
|
||
<span class="linenos"> 2</span><span class="cp">#include</span><span class="w"> </span><span class="cpf"><stdio.h></span>
|
||
<span class="linenos"> 3</span><span class="cp">#include</span><span class="w"> </span><span class="cpf"><topk_fusion.h></span>
|
||
<span class="linenos"> 4</span>
|
||
<span class="linenos"> 5</span><span class="kt">int</span><span class="w"> </span><span class="nf">main</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">argc</span><span class="p">,</span><span class="w"> </span><span class="kt">char</span><span class="o">*</span><span class="w"> </span><span class="n">argv</span><span class="p">[])</span><span class="w"> </span><span class="p">{</span>
|
||
<span class="linenos"> 6</span><span class="w"> </span><span class="n">half</span><span class="w"> </span><span class="o">*</span><span class="n">input</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">half</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="mh">0x10000000</span><span class="p">;</span>
|
||
<span class="linenos"> 7</span><span class="w"> </span><span class="n">half</span><span class="w"> </span><span class="o">*</span><span class="n">output</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="n">half</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="mh">0x10010000</span><span class="p">;</span>
|
||
<span class="linenos"> 8</span><span class="w"> </span><span class="kt">int32_t</span><span class="w"> </span><span class="o">*</span><span class="n">output_index</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="kt">int32_t</span><span class="w"> </span><span class="o">*</span><span class="p">)</span><span class="mh">0x10020000</span><span class="p">;</span>
|
||
<span class="linenos"> 9</span>
|
||
<span class="linenos">10</span><span class="w"> </span><span class="n">TopkParameter</span><span class="w"> </span><span class="n">param</span><span class="p">;</span>
|
||
<span class="linenos">11</span><span class="w"> </span><span class="n">param</span><span class="p">.</span><span class="n">k_</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">3</span><span class="p">;</span>
|
||
<span class="linenos">12</span><span class="w"> </span><span class="n">param</span><span class="p">.</span><span class="n">dim_size_</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">64</span><span class="p">;</span>
|
||
<span class="linenos">13</span><span class="w"> </span><span class="n">param</span><span class="p">.</span><span class="n">outer_loop_num_</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span>
|
||
<span class="linenos">14</span><span class="w"> </span><span class="n">param</span><span class="p">.</span><span class="n">inner_loop_num_</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">1</span><span class="p">;</span>
|
||
<span class="linenos">15</span><span class="w"> </span><span class="n">param</span><span class="p">.</span><span class="n">sorted_</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span>
|
||
<span class="linenos">16</span>
|
||
<span class="hll"><span class="linenos">17</span><span class="w"> </span><span class="n">hp_topk_fusion_p</span><span class="p">(</span><span class="n">input</span><span class="p">,</span><span class="w"> </span><span class="n">output</span><span class="p">,</span><span class="w"> </span><span class="n">output_index</span><span class="p">,</span><span class="w"> </span><span class="o">&</span><span class="n">param</span><span class="p">);</span>
|
||
</span><span class="linenos">18</span><span class="w"> </span><span class="k">return</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span>
|
||
<span class="linenos">19</span><span class="p">}</span>
|
||
</pre></div>
|
||
</div>
|
||
</section>
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||
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