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CircleCI Docs
2025-01-09 21:56:20 +00:00
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2642 changed files with 137687 additions and 70861 deletions
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docs/build/html/reduce__col_8h.html vendored
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@@ -3,7 +3,7 @@
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<li class="navelem"><a class="el" href="dir_938ab0ecf10b8b860ff766c820f665fd.html">mlx</a></li><li class="navelem"><a class="el" href="dir_1d446c9bd3c99228254c9484e0bc5c06.html">backend</a></li><li class="navelem"><a class="el" href="dir_d0c977ea65824390717cdb7efc36c157.html">metal</a></li><li class="navelem"><a class="el" href="dir_70a37effa88bcbd6b791977fa1e64356.html">kernels</a></li><li class="navelem"><a class="el" href="dir_f60cd69d27fd3faa641c79056fff0e2d.html">reduction</a></li> </ul>
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<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="func-members" name="func-members"></a>
Functions</h2></td></tr>
<tr class="memitem:a82cd031d8014c02e61dc9a817ea6d4ec" id="r_a82cd031d8014c02e61dc9a817ea6d4ec"><td class="memTemplParams" colspan="2">template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS&gt; </td></tr>
<tr class="memitem:a82cd031d8014c02e61dc9a817ea6d4ec"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#a82cd031d8014c02e61dc9a817ea6d4ec">col_reduce_small</a> (const device T *in, device U *out, const constant size_t &amp;reduction_size, const constant size_t &amp;reduction_stride, const constant int *shape, const constant size_t *strides, const constant int &amp;ndim, const constant int *reduce_shape, const constant size_t *reduce_strides, const constant int &amp;reduce_ndim, const constant size_t &amp;non_col_reductions, uint3 gid, uint3 gsize, uint3 lid, uint3 lsize)</td></tr>
<tr class="separator:a82cd031d8014c02e61dc9a817ea6d4ec"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aa3287cd98e97123b67b5d3920d984ca2" id="r_aa3287cd98e97123b67b5d3920d984ca2"><td class="memTemplParams" colspan="2">template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS&gt; </td></tr>
<tr class="memitem:aa3287cd98e97123b67b5d3920d984ca2"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#aa3287cd98e97123b67b5d3920d984ca2">col_reduce_longcolumn</a> (const device T *in, device U *out, const constant size_t &amp;reduction_size, const constant size_t &amp;reduction_stride, const constant int *shape, const constant size_t *strides, const constant int &amp;ndim, const constant int *reduce_shape, const constant size_t *reduce_strides, const constant int &amp;reduce_ndim, const constant size_t &amp;non_col_reductions, const constant size_t &amp;out_size, uint3 gid, uint3 gsize, uint3 lid, uint3 lsize)</td></tr>
<tr class="separator:aa3287cd98e97123b67b5d3920d984ca2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae8f9354e1c595142d05b33fe13988f02" id="r_ae8f9354e1c595142d05b33fe13988f02"><td class="memTemplParams" colspan="2">template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS, int BM, int BN&gt; </td></tr>
<tr class="memitem:ae8f9354e1c595142d05b33fe13988f02"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#ae8f9354e1c595142d05b33fe13988f02">col_reduce_looped</a> (const device T *in, device U *out, const constant size_t &amp;reduction_size, const constant size_t &amp;reduction_stride, const constant int *shape, const constant size_t *strides, const constant int &amp;ndim, const constant int *reduce_shape, const constant size_t *reduce_strides, const constant int &amp;reduce_ndim, const constant size_t &amp;non_col_reductions, uint3 gid, uint3 gsize, uint simd_lane_id, uint simd_group_id)</td></tr>
<tr class="memdesc:ae8f9354e1c595142d05b33fe13988f02"><td class="mdescLeft">&#160;</td><td class="mdescRight">Our approach is the following simple looped approach: <br /></td></tr>
<tr class="separator:ae8f9354e1c595142d05b33fe13988f02"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a9a7be400d810700b47fc1a998032ce29" id="r_a9a7be400d810700b47fc1a998032ce29"><td class="memTemplParams" colspan="2">template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS, int BM, int BN&gt; </td></tr>
<tr class="memitem:a9a7be400d810700b47fc1a998032ce29"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#a9a7be400d810700b47fc1a998032ce29">col_reduce_2pass</a> (const device T *in, device U *out, const constant size_t &amp;reduction_size, const constant size_t &amp;reduction_stride, const constant int *shape, const constant size_t *strides, const constant int &amp;ndim, const constant int *reduce_shape, const constant size_t *reduce_strides, const constant int &amp;reduce_ndim, const constant size_t &amp;non_col_reductions, const constant size_t &amp;out_size, uint3 gid, uint3 gsize, uint simd_lane_id, uint simd_group_id)</td></tr>
<tr class="separator:a9a7be400d810700b47fc1a998032ce29"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a674f4b6075bab1b89778e10ab24c557e" id="r_a674f4b6075bab1b89778e10ab24c557e"><td class="memTemplParams" colspan="2">template&lt;typename T, typename U, typename Op, typename IdxT, int NDIMS&gt; </td></tr>
<tr class="memitem:a674f4b6075bab1b89778e10ab24c557e"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#a674f4b6075bab1b89778e10ab24c557e">col_reduce_small</a> (const device T *in, device U *out, const constant size_t &amp;reduction_size, const constant int64_t &amp;reduction_stride, const constant int *shape, const constant int64_t *strides, const constant int &amp;ndim, const constant int *reduce_shape, const constant int64_t *reduce_strides, const constant int &amp;reduce_ndim, const constant size_t &amp;non_col_reductions, uint3 gid, uint3 gsize, uint3 lid, uint3 lsize)</td></tr>
<tr class="separator:a674f4b6075bab1b89778e10ab24c557e"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a00bb1ed154aef8c1d2cb15d0c4231a51" id="r_a00bb1ed154aef8c1d2cb15d0c4231a51"><td class="memTemplParams" colspan="2">template&lt;typename T, typename U, typename Op, typename IdxT, int NDIMS&gt; </td></tr>
<tr class="memitem:a00bb1ed154aef8c1d2cb15d0c4231a51"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#a00bb1ed154aef8c1d2cb15d0c4231a51">col_reduce_longcolumn</a> (const device T *in, device U *out, const constant size_t &amp;reduction_size, const constant size_t &amp;reduction_stride, const constant int *shape, const constant int64_t *strides, const constant int &amp;ndim, const constant int *reduce_shape, const constant int64_t *reduce_strides, const constant int &amp;reduce_ndim, const constant size_t &amp;non_col_reductions, const constant size_t &amp;out_size, uint3 gid, uint3 gsize, uint3 lid, uint3 lsize)</td></tr>
<tr class="separator:a00bb1ed154aef8c1d2cb15d0c4231a51"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a59be8d8c4bca2217f62ea868550393c0" id="r_a59be8d8c4bca2217f62ea868550393c0"><td class="memTemplParams" colspan="2">template&lt;typename T, typename U, typename Op, typename IdxT, int NDIMS, int BM, int BN&gt; </td></tr>
<tr class="memitem:a59be8d8c4bca2217f62ea868550393c0"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#a59be8d8c4bca2217f62ea868550393c0">col_reduce_looped</a> (const device T *in, device U *out, const constant size_t &amp;reduction_size, const constant int64_t &amp;reduction_stride, const constant int *shape, const constant int64_t *strides, const constant int &amp;ndim, const constant int *reduce_shape, const constant int64_t *reduce_strides, const constant int &amp;reduce_ndim, const constant size_t &amp;non_col_reductions, uint3 gid, uint3 gsize, uint simd_lane_id, uint simd_group_id)</td></tr>
<tr class="memdesc:a59be8d8c4bca2217f62ea868550393c0"><td class="mdescLeft">&#160;</td><td class="mdescRight">Our approach is the following simple looped approach: <br /></td></tr>
<tr class="separator:a59be8d8c4bca2217f62ea868550393c0"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5a3d4847e4ae940d3a532d790c0b9b27" id="r_a5a3d4847e4ae940d3a532d790c0b9b27"><td class="memTemplParams" colspan="2">template&lt;typename T, typename U, typename Op, typename IdxT, int NDIMS, int BM, int BN&gt; </td></tr>
<tr class="memitem:a5a3d4847e4ae940d3a532d790c0b9b27"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="#a5a3d4847e4ae940d3a532d790c0b9b27">col_reduce_2pass</a> (const device T *in, device U *out, const constant size_t &amp;reduction_size, const constant int64_t &amp;reduction_stride, const constant int *shape, const constant int64_t *strides, const constant int &amp;ndim, const constant int *reduce_shape, const constant int64_t *reduce_strides, const constant int &amp;reduce_ndim, const constant size_t &amp;non_col_reductions, const constant size_t &amp;out_size, uint3 gid, uint3 gsize, uint simd_lane_id, uint simd_group_id)</td></tr>
<tr class="separator:a5a3d4847e4ae940d3a532d790c0b9b27"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<h2 class="groupheader">Function Documentation</h2>
<a id="a9a7be400d810700b47fc1a998032ce29" name="a9a7be400d810700b47fc1a998032ce29"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a9a7be400d810700b47fc1a998032ce29">&#9670;&#160;</a></span>col_reduce_2pass()</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a5a3d4847e4ae940d3a532d790c0b9b27">&#9670;&#160;</a></span>col_reduce_2pass()</h2>
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template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS, int BM, int BN&gt; </div>
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@@ -139,7 +153,7 @@ template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS, i
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant size_t &amp;</td> <td class="paramname"><span class="paramname"><em>reduction_stride</em></span>, </td>
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<td class="paramkey"></td>
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<td class="paramtype">const constant size_t *</td> <td class="paramname"><span class="paramname"><em>strides</em></span>, </td>
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@@ -164,7 +178,7 @@ template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS, i
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant size_t *</td> <td class="paramname"><span class="paramname"><em>reduce_strides</em></span>, </td>
<td class="paramtype">const constant int64_t *</td> <td class="paramname"><span class="paramname"><em>reduce_strides</em></span>, </td>
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<tr>
<td class="paramkey"></td>
@@ -206,13 +220,13 @@ template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS, i
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<h2 class="memtitle"><span class="permalink"><a href="#aa3287cd98e97123b67b5d3920d984ca2">&#9670;&#160;</a></span>col_reduce_longcolumn()</h2>
<a id="a00bb1ed154aef8c1d2cb15d0c4231a51" name="a00bb1ed154aef8c1d2cb15d0c4231a51"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a00bb1ed154aef8c1d2cb15d0c4231a51">&#9670;&#160;</a></span>col_reduce_longcolumn()</h2>
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template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS&gt; </div>
template&lt;typename T, typename U, typename Op, typename IdxT, int NDIMS&gt; </div>
<table class="memname">
<tr>
<td class="memname">void col_reduce_longcolumn </td>
@@ -242,7 +256,7 @@ template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS&gt
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant size_t *</td> <td class="paramname"><span class="paramname"><em>strides</em></span>, </td>
<td class="paramtype">const constant int64_t *</td> <td class="paramname"><span class="paramname"><em>strides</em></span>, </td>
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@@ -257,7 +271,7 @@ template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS&gt
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<td class="paramkey"></td>
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<td class="paramtype">const constant size_t *</td> <td class="paramname"><span class="paramname"><em>reduce_strides</em></span>, </td>
<td class="paramtype">const constant int64_t *</td> <td class="paramname"><span class="paramname"><em>reduce_strides</em></span>, </td>
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<h2 class="memtitle"><span class="permalink"><a href="#ae8f9354e1c595142d05b33fe13988f02">&#9670;&#160;</a></span>col_reduce_looped()</h2>
<a id="a59be8d8c4bca2217f62ea868550393c0" name="a59be8d8c4bca2217f62ea868550393c0"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a59be8d8c4bca2217f62ea868550393c0">&#9670;&#160;</a></span>col_reduce_looped()</h2>
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template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS, int BM, int BN&gt; </div>
template&lt;typename T, typename U, typename Op, typename IdxT, int NDIMS, int BM, int BN&gt; </div>
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<td class="paramkey"></td>
<td></td>
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<h2 class="memtitle"><span class="permalink"><a href="#a82cd031d8014c02e61dc9a817ea6d4ec">&#9670;&#160;</a></span>col_reduce_small()</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a674f4b6075bab1b89778e10ab24c557e">&#9670;&#160;</a></span>col_reduce_small()</h2>
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<tr>
<td class="memname">void col_reduce_small </td>
@@ -422,7 +436,7 @@ template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS&gt
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant size_t &amp;</td> <td class="paramname"><span class="paramname"><em>reduction_stride</em></span>, </td>
<td class="paramtype">const constant int64_t &amp;</td> <td class="paramname"><span class="paramname"><em>reduction_stride</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
@@ -432,7 +446,7 @@ template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS&gt
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant size_t *</td> <td class="paramname"><span class="paramname"><em>strides</em></span>, </td>
<td class="paramtype">const constant int64_t *</td> <td class="paramname"><span class="paramname"><em>strides</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
@@ -447,7 +461,7 @@ template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS&gt
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const constant size_t *</td> <td class="paramname"><span class="paramname"><em>reduce_strides</em></span>, </td>
<td class="paramtype">const constant int64_t *</td> <td class="paramname"><span class="paramname"><em>reduce_strides</em></span>, </td>
</tr>
<tr>
<td class="paramkey"></td>
@@ -485,10 +499,13 @@ template&lt;typename T , typename U , typename Op , typename IdxT , int NDIMS&gt
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