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<div class="textblock"><code>#include &lt;cstddef&gt;</code><br/>
<code>#include &quot;<a class="el" href="matrix_8hpp_source.html">viennacl/matrix.hpp</a>&quot;</code><br/>
<code>#include &quot;<a class="el" href="matrix__proxy_8hpp_source.html">viennacl/matrix_proxy.hpp</a>&quot;</code><br/>
<code>#include &quot;<a class="el" href="prod_8hpp_source.html">viennacl/linalg/prod.hpp</a>&quot;</code><br/>
<code>#include &quot;boost/numeric/ublas/matrix.hpp&quot;</code><br/>
<code>#include &quot;boost/numeric/ublas/matrix_proxy.hpp&quot;</code><br/>
<code>#include &quot;boost/numeric/ublas/io.hpp&quot;</code><br/>
<code>#include &quot;<a class="el" href="random_8hpp_source.html">viennacl/tools/random.hpp</a>&quot;</code><br/>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmatrix__maker.html">matrix_maker&lt; UBlasType, F &gt;</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmatrix__maker_3_01boost_1_1numeric_1_1ublas_1_1matrix_3_01_t_01_4_00_01_f_01_4.html">matrix_maker&lt; boost::numeric::ublas::matrix&lt; T &gt;, F &gt;</a></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="structmatrix__maker_3_01boost_1_1numeric_1_1ublas_1_1matrix__range_3_01_matrix_t_01_4_00_01_f_01_4.html">matrix_maker&lt; boost::numeric::ublas::matrix_range&lt; MatrixT &gt;, F &gt;</a></td></tr>
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Functions</h2></td></tr>
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<tr class="memitem:a9c961c45d9f8c1be8dce9678f9a6a128"><td class="memTemplParams" colspan="2">template&lt;typename T , typename RefAType , typename RefBType , typename RefCType &gt; </td></tr>
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<tr class="memitem:a55e79356a78c9ef935cc4d11077b905d"><td class="memTemplParams" colspan="2">template&lt;class MatrixType &gt; </td></tr>
<tr class="memitem:a55e79356a78c9ef935cc4d11077b905d"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="matrix__product__float__double_8hpp.html#a55e79356a78c9ef935cc4d11077b905d">init_rand</a> (MatrixType &amp;A)</td></tr>
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<tr class="memitem:a0d2a70fee25ea6dacda8b68b9385da3e"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a0d2a70fee25ea6dacda8b68b9385da3e"><td class="memTemplItemLeft" align="right" valign="top">int&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="matrix__product__float__double_8hpp.html#a0d2a70fee25ea6dacda8b68b9385da3e">run_test</a> (T epsilon)</td></tr>
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<h2 class="groupheader">Macro Definition Documentation</h2>
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          <td class="memname">#define BOOST_UBLAS_NDEBUG</td>
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<p>Definition at line <a class="el" href="matrix__product__float__double_8hpp_source.html#l00022">22</a> of file <a class="el" href="matrix__product__float__double_8hpp_source.html">matrix_product_float_double.hpp</a>.</p>

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          <td class="memname">#define DECLARE</td>
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          <td class="paramkey"></td>
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          <td class="paramname">size1, </td>
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          <td class="paramkey"></td>
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<b>Value:</b><div class="fragment"><div class="line">matrix_type NAME ## _matrix(matrix_holder_ ## <a class="code" href="namespaceviennacl_1_1traits.html#aa756f5d6820722094cae0d8b9bb6d5e2">size1</a>, matrix_holder_ ## <a class="code" href="namespaceviennacl_1_1traits.html#a3658e7c29ac0f60a20cb5871f5b5fd98">size2</a>);<a class="code" href="matrix__product__float__double_8hpp.html#a55e79356a78c9ef935cc4d11077b905d">\</a></div>
<div class="line"><a class="code" href="matrix__product__float__double_8hpp.html#a55e79356a78c9ef935cc4d11077b905d">    init_rand</a>(NAME ## _matrix);\</div>
<div class="line">    matrix_type NAME ## T_matrix = <a class="code" href="blas3__solve_8cpp.html#ad8f94754a20a0c6dc74fd3cb5eb675b3">boost::numeric::ublas::trans</a>(NAME ## _matrix);\</div>
<div class="line">    \</div>
<div class="line">    matrix_type NAME ## _range_holder(range_holder_ ## <a class="code" href="namespaceviennacl_1_1traits.html#aa756f5d6820722094cae0d8b9bb6d5e2">size1</a>, range_holder_ ## <a class="code" href="namespaceviennacl_1_1traits.html#a3658e7c29ac0f60a20cb5871f5b5fd98">size2</a>);<a class="code" href="matrix__product__float__double_8hpp.html#a55e79356a78c9ef935cc4d11077b905d">\</a></div>
<div class="line"><a class="code" href="matrix__product__float__double_8hpp.html#a55e79356a78c9ef935cc4d11077b905d">    init_rand</a>(NAME ## _range_holder);\</div>
<div class="line">    matrix_range_type NAME ## _range(NAME ## _range_holder, range_ ## <a class="code" href="namespaceviennacl_1_1traits.html#aa756f5d6820722094cae0d8b9bb6d5e2">size1</a>, range_ ## <a class="code" href="namespaceviennacl_1_1traits.html#a3658e7c29ac0f60a20cb5871f5b5fd98">size2</a>);\</div>
<div class="line">    matrix_type NAME ## T_range_holder = <a class="code" href="blas3__solve_8cpp.html#ad8f94754a20a0c6dc74fd3cb5eb675b3">boost::numeric::ublas::trans</a>(NAME ## _range_holder);\</div>
<div class="line">    matrix_range_type NAME ## T_range(NAME ## T_range_holder, range_ ## <a class="code" href="namespaceviennacl_1_1traits.html#a3658e7c29ac0f60a20cb5871f5b5fd98">size2</a>, range_ ## <a class="code" href="namespaceviennacl_1_1traits.html#aa756f5d6820722094cae0d8b9bb6d5e2">size1</a>);\</div>
<div class="line">   \</div>
<div class="line">    matrix_type NAME ## _slice_holder(slice_holder_ ## <a class="code" href="namespaceviennacl_1_1traits.html#aa756f5d6820722094cae0d8b9bb6d5e2">size1</a>, slice_holder_ ## <a class="code" href="namespaceviennacl_1_1traits.html#a3658e7c29ac0f60a20cb5871f5b5fd98">size2</a>);<a class="code" href="matrix__product__float__double_8hpp.html#a55e79356a78c9ef935cc4d11077b905d">\</a></div>
<div class="line"><a class="code" href="matrix__product__float__double_8hpp.html#a55e79356a78c9ef935cc4d11077b905d">    init_rand</a>(NAME ## _slice_holder);\</div>
<div class="line">    matrix_slice_type NAME ## _slice(NAME ## _slice_holder, slice_ ## <a class="code" href="namespaceviennacl_1_1traits.html#aa756f5d6820722094cae0d8b9bb6d5e2">size1</a>, slice_ ## <a class="code" href="namespaceviennacl_1_1traits.html#a3658e7c29ac0f60a20cb5871f5b5fd98">size2</a>);\</div>
<div class="line">    matrix_type NAME ## T_slice_holder = <a class="code" href="blas3__solve_8cpp.html#ad8f94754a20a0c6dc74fd3cb5eb675b3">boost::numeric::ublas::trans</a>(NAME ## _slice_holder);\</div>
<div class="line">    matrix_slice_type NAME ## T_slice(NAME ## T_slice_holder, slice_ ## <a class="code" href="namespaceviennacl_1_1traits.html#a3658e7c29ac0f60a20cb5871f5b5fd98">size2</a>, slice_ ## <a class="code" href="namespaceviennacl_1_1traits.html#aa756f5d6820722094cae0d8b9bb6d5e2">size1</a>);\</div>
<div class="ttc" id="blas3__solve_8cpp_html_ad8f94754a20a0c6dc74fd3cb5eb675b3"><div class="ttname"><a href="blas3__solve_8cpp.html#ad8f94754a20a0c6dc74fd3cb5eb675b3">trans</a></div><div class="ttdeci">std::vector&lt; std::vector&lt; NumericT &gt; &gt; trans(std::vector&lt; std::vector&lt; NumericT &gt; &gt; const &amp;A)</div><div class="ttdef"><b>Definition:</b> <a href="blas3__solve_8cpp_source.html#l00195">blas3_solve.cpp:195</a></div></div>
<div class="ttc" id="namespaceviennacl_1_1traits_html_aa756f5d6820722094cae0d8b9bb6d5e2"><div class="ttname"><a href="namespaceviennacl_1_1traits.html#aa756f5d6820722094cae0d8b9bb6d5e2">viennacl::traits::size1</a></div><div class="ttdeci">vcl_size_t size1(MatrixType const &amp;mat)</div><div class="ttdoc">Generic routine for obtaining the number of rows of a matrix (ViennaCL, uBLAS, etc.) </div><div class="ttdef"><b>Definition:</b> <a href="size_8hpp_source.html#l00163">size.hpp:163</a></div></div>
<div class="ttc" id="namespaceviennacl_1_1traits_html_a3658e7c29ac0f60a20cb5871f5b5fd98"><div class="ttname"><a href="namespaceviennacl_1_1traits.html#a3658e7c29ac0f60a20cb5871f5b5fd98">viennacl::traits::size2</a></div><div class="ttdeci">result_of::size_type&lt; MatrixType &gt;::type size2(MatrixType const &amp;mat)</div><div class="ttdoc">Generic routine for obtaining the number of columns of a matrix (ViennaCL, uBLAS, etc...</div><div class="ttdef"><b>Definition:</b> <a href="size_8hpp_source.html#l00201">size.hpp:201</a></div></div>
<div class="ttc" id="matrix__product__float__double_8hpp_html_a55e79356a78c9ef935cc4d11077b905d"><div class="ttname"><a href="matrix__product__float__double_8hpp.html#a55e79356a78c9ef935cc4d11077b905d">init_rand</a></div><div class="ttdeci">void init_rand(MatrixType &amp;A)</div><div class="ttdef"><b>Definition:</b> <a href="matrix__product__float__double_8hpp_source.html#l00228">matrix_product_float_double.hpp:228</a></div></div>
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          <td class="memname">#define TEST_ALL_LAYOUTS</td>
          <td>(</td>
          <td class="paramtype">&#160;</td>
          <td class="paramname">C_TYPE, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">&#160;</td>
          <td class="paramname">A_TYPE, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">&#160;</td>
          <td class="paramname">B_TYPE&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
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<b>Value:</b><div class="fragment"><div class="line">std::cout &lt;&lt; <span class="stringliteral">&quot;&gt;&gt; &quot;</span> #C_TYPE <span class="stringliteral">&quot; = &quot;</span> #A_TYPE <span class="stringliteral">&quot;.&quot;</span> #B_TYPE &lt;&lt; std::endl;\</div>
<div class="line">    if (test_all_layouts&lt;T&gt;(C_TYPE ## _holder_M, C_TYPE ## _holder_N, C_ ## C_TYPE,\</div>
<div class="line">                            A_TYPE ## _holder_M, A_TYPE ## _holder_K, A_ ## A_TYPE, AT_ ## A_TYPE,\</div>
<div class="line">                            B_TYPE ## _holder_K, B_TYPE ## _holder_N, B_ ## B_TYPE, BT_ ## B_TYPE, epsilon) != EXIT_SUCCESS)\</div>
<div class="line">      return EXIT_FAILURE;\</div>
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        <tr>
          <td class="memname">#define TEST_LAYOUT</td>
          <td>(</td>
          <td class="paramtype">&#160;</td>
          <td class="paramname">Clayout, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">&#160;</td>
          <td class="paramname">Alayout, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">&#160;</td>
          <td class="paramname">Blayout, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">&#160;</td>
          <td class="paramname">composite&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
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<b>Value:</b><div class="fragment"><div class="line">std::cout &lt;&lt; <span class="stringliteral">&quot;&gt; &quot;</span>  #Clayout <span class="stringliteral">&quot; = &quot;</span> #Alayout <span class="stringliteral">&quot;.&quot;</span> #Blayout &lt;&lt; std::endl;  \</div>
<div class="line">  if (<a class="code" href="matrix__product__float__double_8hpp.html#a637f9443cfee51160bc30cd46bec2881">test_layout</a>(C ## Clayout, A ## Alayout, AT ## Alayout, B ## Blayout, BT ## Blayout, ground, epsilon, composite) != EXIT_SUCCESS) \</div>
<div class="line">    return EXIT_FAILURE; \</div>
<div class="ttc" id="matrix__product__float__double_8hpp_html_a637f9443cfee51160bc30cd46bec2881"><div class="ttname"><a href="matrix__product__float__double_8hpp.html#a637f9443cfee51160bc30cd46bec2881">test_layout</a></div><div class="ttdeci">int test_layout(CType &amp;C, AType const &amp;A, AType const &amp;AT, BType const &amp;B, BType const &amp;BT, boost::numeric::ublas::matrix&lt; T &gt; const &amp;ground, T epsilon, bool with_composite)</div><div class="ttdef"><b>Definition:</b> <a href="matrix__product__float__double_8hpp_source.html#l00107">matrix_product_float_double.hpp:107</a></div></div>
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<h2 class="groupheader">Function Documentation</h2>
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template&lt;typename ScalarType , typename VCLMatrixType &gt; </div>
      <table class="memname">
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          <td class="memname"><a class="el" href="fft__1d_8cpp.html#ad5c19ca4f47d3f8ec21232a5af2624e5">ScalarType</a> diff </td>
          <td>(</td>
          <td class="paramtype">boost::numeric::ublas::matrix&lt; <a class="el" href="fft__1d_8cpp.html#ad5c19ca4f47d3f8ec21232a5af2624e5">ScalarType</a> &gt; const &amp;&#160;</td>
          <td class="paramname"><em>mat1</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">VCLMatrixType const &amp;&#160;</td>
          <td class="paramname"><em>mat2</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
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<p>Definition at line <a class="el" href="matrix__product__float__double_8hpp_source.html#l00037">37</a> of file <a class="el" href="matrix__product__float__double_8hpp_source.html">matrix_product_float_double.hpp</a>.</p>

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template&lt;class MatrixType &gt; </div>
      <table class="memname">
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          <td class="memname">void init_rand </td>
          <td>(</td>
          <td class="paramtype">MatrixType &amp;&#160;</td>
          <td class="paramname"><em>A</em></td><td>)</td>
          <td></td>
        </tr>
      </table>
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<p>Definition at line <a class="el" href="matrix__product__float__double_8hpp_source.html#l00228">228</a> of file <a class="el" href="matrix__product__float__double_8hpp_source.html">matrix_product_float_double.hpp</a>.</p>

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template&lt;typename T &gt; </div>
      <table class="memname">
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          <td class="memname">int run_test </td>
          <td>(</td>
          <td class="paramtype">T&#160;</td>
          <td class="paramname"><em>epsilon</em></td><td>)</td>
          <td></td>
        </tr>
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<p>Definition at line <a class="el" href="matrix__product__float__double_8hpp_source.html#l00240">240</a> of file <a class="el" href="matrix__product__float__double_8hpp_source.html">matrix_product_float_double.hpp</a>.</p>

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template&lt;typename T , typename RefAType , typename RefBType , typename RefCType &gt; </div>
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          <td class="memname">int test_all_layouts </td>
          <td>(</td>
          <td class="paramtype">std::size_t&#160;</td>
          <td class="paramname"><em>CM</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">std::size_t&#160;</td>
          <td class="paramname"><em>CN</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">RefCType &amp;&#160;</td>
          <td class="paramname"><em>cC</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">std::size_t&#160;</td>
          <td class="paramname"><em>AM</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">std::size_t&#160;</td>
          <td class="paramname"><em>AK</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">RefAType &amp;&#160;</td>
          <td class="paramname"><em>cA</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">RefAType &amp;&#160;</td>
          <td class="paramname"><em>cAT</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">std::size_t&#160;</td>
          <td class="paramname"><em>BK</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">std::size_t&#160;</td>
          <td class="paramname"><em>BN</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">RefBType &amp;&#160;</td>
          <td class="paramname"><em>cB</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">RefBType &amp;&#160;</td>
          <td class="paramname"><em>cBT</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">T&#160;</td>
          <td class="paramname"><em>epsilon</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
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<p>Definition at line <a class="el" href="matrix__product__float__double_8hpp_source.html#l00175">175</a> of file <a class="el" href="matrix__product__float__double_8hpp_source.html">matrix_product_float_double.hpp</a>.</p>

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template&lt;typename T , typename CType , typename AType , typename BType &gt; </div>
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          <td class="memname">int test_layout </td>
          <td>(</td>
          <td class="paramtype">CType &amp;&#160;</td>
          <td class="paramname"><em>C</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">AType const &amp;&#160;</td>
          <td class="paramname"><em>A</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">AType const &amp;&#160;</td>
          <td class="paramname"><em>AT</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">BType const &amp;&#160;</td>
          <td class="paramname"><em>B</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">BType const &amp;&#160;</td>
          <td class="paramname"><em>BT</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boost::numeric::ublas::matrix&lt; T &gt; const &amp;&#160;</td>
          <td class="paramname"><em>ground</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">T&#160;</td>
          <td class="paramname"><em>epsilon</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bool&#160;</td>
          <td class="paramname"><em>with_composite</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
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<p>Definition at line <a class="el" href="matrix__product__float__double_8hpp_source.html#l00107">107</a> of file <a class="el" href="matrix__product__float__double_8hpp_source.html">matrix_product_float_double.hpp</a>.</p>

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