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<a href="#pub-static-methods">Static Public Member Functions</a> &#124;
<a href="#pub-static-attribs">Static Public Attributes</a> &#124;
<a href="struct_g_e_m_v_kernel-members.html">List of all members</a> </div>
<div class="headertitle"><div class="title">GEMVKernel&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt; Struct Template Reference</div></div>
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<p><code>#include &lt;<a class="el" href="gemv__masked_8h_source.html">gemv_masked.h</a>&gt;</code></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-static-methods" name="pub-static-methods"></a>
Static Public Member Functions</h2></td></tr>
<tr class="memitem:af96a768a213a95e7a4d8f3ec1948034f" id="r_af96a768a213a95e7a4d8f3ec1948034f"><td class="memTemplParams" colspan="2">template&lt;typename U = T&gt; </td></tr>
<tr class="memitem:af96a768a213a95e7a4d8f3ec1948034f"><td class="memTemplItemLeft" align="right" valign="top">static METAL_FUNC void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#af96a768a213a95e7a4d8f3ec1948034f">load_unsafe</a> (const device T *src, thread U dst[TN], const int src_offset=0)</td></tr>
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<tr class="memitem:a047eca250e7cbc928bce0e13de98e558" id="r_a047eca250e7cbc928bce0e13de98e558"><td class="memTemplParams" colspan="2">template&lt;typename U = T&gt; </td></tr>
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<tr class="memitem:ac1a9e1d9853489dd928916912cc627a7" id="r_ac1a9e1d9853489dd928916912cc627a7"><td class="memItemLeft" align="right" valign="top">static METAL_FUNC void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#ac1a9e1d9853489dd928916912cc627a7">run</a> (const device T *mat, const device T *in_vec, device T *out_vec, const constant int &amp;in_vec_size, const constant int &amp;out_vec_size, const constant int &amp;matrix_ld, const device out_mask_t *out_mask, const device op_mask_t *mat_mask, const device op_mask_t *vec_mask, const constant int *mask_strides, threadgroup AccT *tgp_memory, uint3 tid, uint3 lid, uint simd_gid, uint simd_lid)</td></tr>
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</table><table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-static-attribs" name="pub-static-attribs"></a>
Static Public Attributes</h2></td></tr>
<tr class="memitem:afbe7ab8ebfa912ffbf3ba2cf4db24940" id="r_afbe7ab8ebfa912ffbf3ba2cf4db24940"><td class="memItemLeft" align="right" valign="top">static constant constexpr const int&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#afbe7ab8ebfa912ffbf3ba2cf4db24940">threadsM</a> = BM * SM</td></tr>
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<tr class="memitem:a68bad880d1e689228ae4d3c6958cc6c1" id="r_a68bad880d1e689228ae4d3c6958cc6c1"><td class="memItemLeft" align="right" valign="top">static constant constexpr const bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a68bad880d1e689228ae4d3c6958cc6c1">has_operand_mask</a> = !metal::is_same_v&lt;op_mask_t, <a class="el" href="gemv__masked_8h.html#a1480c8cdff1cae1462a5a71632969bca">nomask_t</a>&gt;</td></tr>
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<tr class="memitem:a3b0b9ccf11bd5d7de50b9626fa9a22cc" id="r_a3b0b9ccf11bd5d7de50b9626fa9a22cc"><td class="memItemLeft" align="right" valign="top">static constant constexpr const bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a3b0b9ccf11bd5d7de50b9626fa9a22cc">has_output_mask</a> = !metal::is_same_v&lt;out_mask_t, <a class="el" href="gemv__masked_8h.html#a1480c8cdff1cae1462a5a71632969bca">nomask_t</a>&gt;</td></tr>
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<tr class="memitem:ad54fb5c6f0f9a820365b638542693291" id="r_ad54fb5c6f0f9a820365b638542693291"><td class="memItemLeft" align="right" valign="top">static constant constexpr const bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#ad54fb5c6f0f9a820365b638542693291">has_mul_output_mask</a></td></tr>
<tr class="separator:ad54fb5c6f0f9a820365b638542693291"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a53514fa199efc5b7328052dac45aabab" id="r_a53514fa199efc5b7328052dac45aabab"><td class="memItemLeft" align="right" valign="top">static constant constexpr const short&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a53514fa199efc5b7328052dac45aabab">tgp_mem_size</a> = BN &gt; 1 ? BN*(<a class="el" href="#a188ef7ed5c1d74d9b540b6d4ebf12f2e">blockM</a> + TM) : 0</td></tr>
<tr class="separator:a53514fa199efc5b7328052dac45aabab"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae1c8e57e6718f22732570cc92d9bcf99" id="r_ae1c8e57e6718f22732570cc92d9bcf99"><td class="memItemLeft" align="right" valign="top">static constant constexpr const bool&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#ae1c8e57e6718f22732570cc92d9bcf99">needs_tgp_reduction</a> = BN &gt; 1</td></tr>
<tr class="separator:ae1c8e57e6718f22732570cc92d9bcf99"><td class="memSeparator" colspan="2">&#160;</td></tr>
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<h2 class="groupheader">Member Function Documentation</h2>
<a id="a047eca250e7cbc928bce0e13de98e558" name="a047eca250e7cbc928bce0e13de98e558"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a047eca250e7cbc928bce0e13de98e558">&#9670;&#160;</a></span>load_safe()</h2>
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template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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template&lt;typename U = T&gt; </div>
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<td class="memname">static METAL_FUNC void <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::load_safe </td>
<td>(</td>
<td class="paramtype">const device T *</td> <td class="paramname"><span class="paramname"><em>src</em></span>, </td>
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<td class="paramtype">thread U</td> <td class="paramname"><span class="paramname"><em>dst</em></span>[TN], </td>
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<td class="paramtype">const int</td> <td class="paramname"><span class="paramname"><em>src_offset</em></span><span class="paramdefsep"> = </span><span class="paramdefval">0</span>, </td>
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<td class="paramtype">const int</td> <td class="paramname"><span class="paramname"><em>src_size</em></span><span class="paramdefsep"> = </span><span class="paramdefval">TN</span>&#160;)</td>
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<a id="af96a768a213a95e7a4d8f3ec1948034f" name="af96a768a213a95e7a4d8f3ec1948034f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#af96a768a213a95e7a4d8f3ec1948034f">&#9670;&#160;</a></span>load_unsafe()</h2>
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<div class="memtemplate">
template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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template&lt;typename U = T&gt; </div>
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<td class="memname">static METAL_FUNC void <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::load_unsafe </td>
<td>(</td>
<td class="paramtype">const device T *</td> <td class="paramname"><span class="paramname"><em>src</em></span>, </td>
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<td class="paramtype">thread U</td> <td class="paramname"><span class="paramname"><em>dst</em></span>[TN], </td>
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<td class="paramtype">const int</td> <td class="paramname"><span class="paramname"><em>src_offset</em></span><span class="paramdefsep"> = </span><span class="paramdefval">0</span>&#160;)</td>
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<span class="mlabels"><span class="mlabel inline">inline</span><span class="mlabel static">static</span></span> </td>
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<a id="ac1a9e1d9853489dd928916912cc627a7" name="ac1a9e1d9853489dd928916912cc627a7"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ac1a9e1d9853489dd928916912cc627a7">&#9670;&#160;</a></span>run()</h2>
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<div class="memproto">
<div class="memtemplate">
template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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<td class="memname">static METAL_FUNC void <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::run </td>
<td>(</td>
<td class="paramtype">const device T *</td> <td class="paramname"><span class="paramname"><em>mat</em></span>, </td>
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<td class="paramtype">const device T *</td> <td class="paramname"><span class="paramname"><em>in_vec</em></span>, </td>
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<td class="paramtype">device T *</td> <td class="paramname"><span class="paramname"><em>out_vec</em></span>, </td>
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<td class="paramtype">const constant int &amp;</td> <td class="paramname"><span class="paramname"><em>in_vec_size</em></span>, </td>
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<td class="paramtype">const constant int &amp;</td> <td class="paramname"><span class="paramname"><em>out_vec_size</em></span>, </td>
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<td class="paramtype">const constant int &amp;</td> <td class="paramname"><span class="paramname"><em>matrix_ld</em></span>, </td>
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<td class="paramtype">const device out_mask_t *</td> <td class="paramname"><span class="paramname"><em>out_mask</em></span>, </td>
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<td class="paramtype">const device op_mask_t *</td> <td class="paramname"><span class="paramname"><em>mat_mask</em></span>, </td>
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<td class="paramtype">const device op_mask_t *</td> <td class="paramname"><span class="paramname"><em>vec_mask</em></span>, </td>
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<td class="paramtype">const constant int *</td> <td class="paramname"><span class="paramname"><em>mask_strides</em></span>, </td>
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<td class="paramtype">threadgroup AccT *</td> <td class="paramname"><span class="paramname"><em>tgp_memory</em></span>, </td>
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<td class="paramtype">uint3</td> <td class="paramname"><span class="paramname"><em>tid</em></span>, </td>
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<td class="paramtype">uint3</td> <td class="paramname"><span class="paramname"><em>lid</em></span>, </td>
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<td class="paramtype">uint</td> <td class="paramname"><span class="paramname"><em>simd_gid</em></span>, </td>
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<td class="paramtype">uint</td> <td class="paramname"><span class="paramname"><em>simd_lid</em></span>&#160;)</td>
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<h2 class="groupheader">Member Data Documentation</h2>
<a id="a188ef7ed5c1d74d9b540b6d4ebf12f2e" name="a188ef7ed5c1d74d9b540b6d4ebf12f2e"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a188ef7ed5c1d74d9b540b6d4ebf12f2e">&#9670;&#160;</a></span>blockM</h2>
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template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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<td class="memname">constant constexpr const int <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::blockM = <a class="el" href="#afbe7ab8ebfa912ffbf3ba2cf4db24940">threadsM</a> * TM</td>
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template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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<td class="memname">constant constexpr const int <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::blockN = <a class="el" href="#a23142b7400f1f678e5d6d69d87f51032">threadsN</a> * TN</td>
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template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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<td class="memname">constant constexpr const bool <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::has_mul_operand_mask</td>
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<b>Initial value:</b><div class="fragment"><div class="line">=</div>
<div class="line"> <a class="code hl_variable" href="#a68bad880d1e689228ae4d3c6958cc6c1">has_operand_mask</a> &amp;&amp; !metal::is_same_v&lt;op_mask_t, bool&gt;</div>
<div class="ttc" id="astruct_g_e_m_v_kernel_html_a68bad880d1e689228ae4d3c6958cc6c1"><div class="ttname"><a href="#a68bad880d1e689228ae4d3c6958cc6c1">GEMVKernel::has_operand_mask</a></div><div class="ttdeci">static constant constexpr const bool has_operand_mask</div><div class="ttdef"><b>Definition</b> gemv_masked.h:64</div></div>
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template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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<td class="memname">constant constexpr const bool <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::has_mul_output_mask</td>
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<b>Initial value:</b><div class="fragment"><div class="line">=</div>
<div class="line"> <a class="code hl_variable" href="#a3b0b9ccf11bd5d7de50b9626fa9a22cc">has_output_mask</a> &amp;&amp; !metal::is_same_v&lt;out_mask_t, bool&gt;</div>
<div class="ttc" id="astruct_g_e_m_v_kernel_html_a3b0b9ccf11bd5d7de50b9626fa9a22cc"><div class="ttname"><a href="#a3b0b9ccf11bd5d7de50b9626fa9a22cc">GEMVKernel::has_output_mask</a></div><div class="ttdeci">static constant constexpr const bool has_output_mask</div><div class="ttdef"><b>Definition</b> gemv_masked.h:65</div></div>
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template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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<td class="memname">constant constexpr const bool <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::has_operand_mask = !metal::is_same_v&lt;op_mask_t, <a class="el" href="gemv__masked_8h.html#a1480c8cdff1cae1462a5a71632969bca">nomask_t</a>&gt;</td>
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template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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<td class="memname">constant constexpr const bool <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::has_output_mask = !metal::is_same_v&lt;out_mask_t, <a class="el" href="gemv__masked_8h.html#a1480c8cdff1cae1462a5a71632969bca">nomask_t</a>&gt;</td>
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template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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<td class="memname">constant constexpr const bool <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::needs_tgp_reduction = BN &gt; 1</td>
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template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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<td class="memname">constant constexpr const short <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::tgp_mem_size = BN &gt; 1 ? BN*(<a class="el" href="#a188ef7ed5c1d74d9b540b6d4ebf12f2e">blockM</a> + TM) : 0</td>
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template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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<td class="memname">constant constexpr const int <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::threadsM = BM * SM</td>
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template&lt;typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, typename AccT = float&gt; </div>
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<td class="memname">constant constexpr const int <a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel</a>&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN, AccT &gt;::threadsN = BN * SN</td>
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<hr/>The documentation for this struct was generated from the following file:<ul>
<li>mlx/backend/metal/kernels/<a class="el" href="gemv__masked_8h_source.html">gemv_masked.h</a></li>
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