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<div class="textblock"><code>#include &quot;<a class="el" href="backend_2metal_2kernels_2steel_2utils_8h_source.html">mlx/backend/metal/kernels/steel/utils.h</a>&quot;</code><br />
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<p><a href="gemv__masked_8h_source.html">Go to the source code of this file.</a></p>
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Classes</h2></td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="struct___no_mask.html">_NoMask</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="struct_scale_op.html">ScaleOp&lt; OutT, InT &gt;</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="struct_g_e_m_v_kernel.html">GEMVKernel&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN &gt;</a></td></tr>
<tr class="separator:"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="struct_g_e_m_v_t_kernel.html">GEMVTKernel&lt; T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN &gt;</a></td></tr>
<tr class="memdesc:"><td class="mdescLeft">&#160;</td><td class="mdescRight">Vector matrix multiplication. <a href="struct_g_e_m_v_t_kernel.html#details">More...</a><br /></td></tr>
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<tr class="memitem:a0386011c52d03e60885a31e6fbd903dd" id="r_a0386011c52d03e60885a31e6fbd903dd"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a0386011c52d03e60885a31e6fbd903dd">MLX_MTL_CONST</a>&#160;&#160;&#160;static constant constexpr const</td></tr>
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<tr class="memitem:a069b682d7d21827461544817d722bfd3" id="r_a069b682d7d21827461544817d722bfd3"><td class="memItemLeft" align="right" valign="top">#define&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a069b682d7d21827461544817d722bfd3">MLX_MTL_PRAGMA_UNROLL</a>&#160;&#160;&#160;_Pragma(&quot;clang loop unroll(full)&quot;)</td></tr>
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Typedefs</h2></td></tr>
<tr class="memitem:a1480c8cdff1cae1462a5a71632969bca" id="r_a1480c8cdff1cae1462a5a71632969bca"><td class="memItemLeft" align="right" valign="top">typedef struct <a class="el" href="struct___no_mask.html">_NoMask</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="#a1480c8cdff1cae1462a5a71632969bca">nomask_t</a></td></tr>
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</table><table class="memberdecls">
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Functions</h2></td></tr>
<tr class="memitem:af890b6ac155165f8ee0c600363938341" id="r_af890b6ac155165f8ee0c600363938341"><td class="memTemplParams" colspan="2">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, const bool kDoNCBatch&gt; </td></tr>
<tr class="memitem:af890b6ac155165f8ee0c600363938341"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#af890b6ac155165f8ee0c600363938341">gemv_masked</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;marix_ld, const constant int &amp;batch_ndim, const constant int *batch_shape, const constant int64_t *vector_batch_stride, const constant int64_t *matrix_batch_stride, 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, const constant int64_t *mask_batch_strides, uint3 tid, uint3 lid, uint simd_gid, uint simd_lid)</td></tr>
<tr class="memdesc:af890b6ac155165f8ee0c600363938341"><td class="mdescLeft">&#160;</td><td class="mdescRight">Matrix vector multiplication. <br /></td></tr>
<tr class="separator:af890b6ac155165f8ee0c600363938341"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae5b4a5124ddf92a984258a0be1ff0f4f" id="r_ae5b4a5124ddf92a984258a0be1ff0f4f"><td class="memTemplParams" colspan="2">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, const bool kDoNCBatch&gt; </td></tr>
<tr class="memitem:ae5b4a5124ddf92a984258a0be1ff0f4f"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#ae5b4a5124ddf92a984258a0be1ff0f4f">gemv_t_masked</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;marix_ld, const constant int &amp;batch_ndim, const constant int *batch_shape, const constant int64_t *vector_batch_stride, const constant int64_t *matrix_batch_stride, 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, const constant int64_t *mask_batch_strides, uint3 tid, uint3 lid, uint simd_gid, uint simd_lid)</td></tr>
<tr class="memdesc:ae5b4a5124ddf92a984258a0be1ff0f4f"><td class="mdescLeft">&#160;</td><td class="mdescRight">Vector matrix multiplication. <br /></td></tr>
<tr class="separator:ae5b4a5124ddf92a984258a0be1ff0f4f"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<h2 class="groupheader">Macro Definition Documentation</h2>
<a id="a0386011c52d03e60885a31e6fbd903dd" name="a0386011c52d03e60885a31e6fbd903dd"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a0386011c52d03e60885a31e6fbd903dd">&#9670;&#160;</a></span>MLX_MTL_CONST</h2>
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<td class="memname">#define MLX_MTL_CONST&#160;&#160;&#160;static constant constexpr const</td>
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</div>
</div>
<a id="a069b682d7d21827461544817d722bfd3" name="a069b682d7d21827461544817d722bfd3"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a069b682d7d21827461544817d722bfd3">&#9670;&#160;</a></span>MLX_MTL_PRAGMA_UNROLL</h2>
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<td class="memname">#define MLX_MTL_PRAGMA_UNROLL&#160;&#160;&#160;_Pragma(&quot;clang loop unroll(full)&quot;)</td>
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</table>
</div><div class="memdoc">
</div>
</div>
<h2 class="groupheader">Typedef Documentation</h2>
<a id="a1480c8cdff1cae1462a5a71632969bca" name="a1480c8cdff1cae1462a5a71632969bca"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a1480c8cdff1cae1462a5a71632969bca">&#9670;&#160;</a></span>nomask_t</h2>
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<td class="memname">typedef struct <a class="el" href="struct___no_mask.html">_NoMask</a> <a class="el" href="#a1480c8cdff1cae1462a5a71632969bca">nomask_t</a></td>
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</table>
</div><div class="memdoc">
</div>
</div>
<h2 class="groupheader">Function Documentation</h2>
<a id="af890b6ac155165f8ee0c600363938341" name="af890b6ac155165f8ee0c600363938341"></a>
<h2 class="memtitle"><span class="permalink"><a href="#af890b6ac155165f8ee0c600363938341">&#9670;&#160;</a></span>gemv_masked()</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, const bool kDoNCBatch&gt; </div>
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<td class="memname">void gemv_masked </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="paramkey"></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="paramkey"></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="paramkey"></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="paramkey"></td>
<td></td>
<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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<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int &amp;</td> <td class="paramname"><span class="paramname"><em>marix_ld</em></span>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int &amp;</td> <td class="paramname"><span class="paramname"><em>batch_ndim</em></span>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int *</td> <td class="paramname"><span class="paramname"><em>batch_shape</em></span>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int64_t *</td> <td class="paramname"><span class="paramname"><em>vector_batch_stride</em></span>, </td>
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<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int64_t *</td> <td class="paramname"><span class="paramname"><em>matrix_batch_stride</em></span>, </td>
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<tr>
<td class="paramkey"></td>
<td></td>
<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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<tr>
<td class="paramkey"></td>
<td></td>
<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="paramkey"></td>
<td></td>
<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="paramkey"></td>
<td></td>
<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="paramkey"></td>
<td></td>
<td class="paramtype">const constant int64_t *</td> <td class="paramname"><span class="paramname"><em>mask_batch_strides</em></span>, </td>
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<td class="paramkey"></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="paramkey"></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="paramkey"></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="paramkey"></td>
<td></td>
<td class="paramtype">uint</td> <td class="paramname"><span class="paramname"><em>simd_lid</em></span>&#160;)</td>
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</table>
</div><div class="memdoc">
<p>Matrix vector multiplication. </p>
</div>
</div>
<a id="ae5b4a5124ddf92a984258a0be1ff0f4f" name="ae5b4a5124ddf92a984258a0be1ff0f4f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ae5b4a5124ddf92a984258a0be1ff0f4f">&#9670;&#160;</a></span>gemv_t_masked()</h2>
<div class="memitem">
<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, const bool kDoNCBatch&gt; </div>
<table class="memname">
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<td class="memname">void gemv_t_masked </td>
<td>(</td>
<td class="paramtype">const device T *</td> <td class="paramname"><span class="paramname"><em>mat</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const device T *</td> <td class="paramname"><span class="paramname"><em>in_vec</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">device T *</td> <td class="paramname"><span class="paramname"><em>out_vec</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int &amp;</td> <td class="paramname"><span class="paramname"><em>in_vec_size</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int &amp;</td> <td class="paramname"><span class="paramname"><em>out_vec_size</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int &amp;</td> <td class="paramname"><span class="paramname"><em>marix_ld</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int &amp;</td> <td class="paramname"><span class="paramname"><em>batch_ndim</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int *</td> <td class="paramname"><span class="paramname"><em>batch_shape</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int64_t *</td> <td class="paramname"><span class="paramname"><em>vector_batch_stride</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int64_t *</td> <td class="paramname"><span class="paramname"><em>matrix_batch_stride</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<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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<tr>
<td class="paramkey"></td>
<td></td>
<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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<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const device op_mask_t *</td> <td class="paramname"><span class="paramname"><em>vec_mask</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int *</td> <td class="paramname"><span class="paramname"><em>mask_strides</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant int64_t *</td> <td class="paramname"><span class="paramname"><em>mask_batch_strides</em></span>, </td>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">uint3</td> <td class="paramname"><span class="paramname"><em>tid</em></span>, </td>
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<td class="paramkey"></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="paramkey"></td>
<td></td>
<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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<p>Vector matrix multiplication. </p>
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