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2025-02-06 20:16:29 +00:00
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2299 changed files with 64934 additions and 28640 deletions
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docs/build/html/attn_8h_source.html vendored
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@@ -3,7 +3,7 @@
<head>
<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
<meta http-equiv="X-UA-Compatible" content="IE=11"/>
<meta name="generator" content="Doxygen 1.13.1"/>
<meta name="generator" content="Doxygen 1.13.2"/>
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<title>MLX: mlx/backend/metal/kernels/steel/attn/attn.h Source File</title>
<link href="tabs.css" rel="stylesheet" type="text/css"/>
@@ -52,7 +52,7 @@
</table>
</div>
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<!-- Generated by Doxygen 1.13.1 -->
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/* @license magnet:?xt=urn:btih:d3d9a9a6595521f9666a5e94cc830dab83b65699&amp;dn=expat.txt MIT */
var searchBox = new SearchBox("searchBox", "search/",'.html');
@@ -125,7 +125,7 @@ $(function(){initNavTree('attn_8h_source.html',''); initResizable(true); });
<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"><a class="line" href="namespacemlx_1_1steel.html"> 19</a></span><span class="keyword">namespace </span><a class="code hl_namespace" href="namespacemlx_1_1steel.html">steel</a> {</div>
<div class="line"><a id="l00020" name="l00020"></a><span class="lineno"> 20</span> </div>
<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"> 21</span><span class="keyword">template</span> &lt;<span class="keywordtype">bool</span> M_aligned, <span class="keywordtype">bool</span> N_aligned, <span class="keywordtype">bool</span> K_aligned&gt;</div>
<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"> 22</span><span class="keyword">struct </span><a class="code hl_struct" href="structmlx_1_1steel_1_1_loop_alignment.html">LoopAlignment</a> {};</div>
<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_loop_alignment.html"> 22</a></span><span class="keyword">struct </span><a class="code hl_struct" href="structmlx_1_1steel_1_1_loop_alignment.html">LoopAlignment</a> {};</div>
<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"> 23</span> </div>
<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"> 24</span><span class="keyword">template</span> &lt;</div>
<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"> 25</span> <span class="keyword">typename</span> T,</div>
@@ -141,7 +141,8 @@ $(function(){initNavTree('attn_8h_source.html',''); initResizable(true); });
<div class="line"><a id="l00035" name="l00035"></a><span class="lineno"> 35</span> <span class="keywordtype">bool</span> K_aligned,</div>
<div class="line"><a id="l00036" name="l00036"></a><span class="lineno"> 36</span> <span class="keyword">typename</span> AccumType = <span class="keyword">typename</span> <a class="code hl_typedef" href="structmlx_1_1steel_1_1_accum_helper.html#ae52abf69e7ba6af1a73d65d57182ed26">AccumHelper&lt;T&gt;::accum_type</a>,</div>
<div class="line"><a id="l00037" name="l00037"></a><span class="lineno"> 37</span> <span class="keyword">typename</span> Epilogue = <a class="code hl_struct" href="structmlx_1_1steel_1_1_transform_none.html">TransformNone&lt;U, AccumType&gt;</a>&gt;</div>
<div class="line"><a id="l00038" name="l00038"></a><span class="lineno"> 38</span><span class="keyword">struct </span><a class="code hl_struct" href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html">GEMMKernel</a> {</div>
<div class="foldopen" id="foldopen00038" data-start="{" data-end="};">
<div class="line"><a id="l00038" name="l00038"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html"> 38</a></span><span class="keyword">struct </span><a class="code hl_struct" href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html">GEMMKernel</a> {</div>
<div class="line"><a id="l00039" name="l00039"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html#ad547704ccbff6c2076abeffa6628c5a0"> 39</a></span> <a class="code hl_define" href="steel_2defines_8h.html#a90b91c866313ffa46eff6d9cc944ad2b">STEEL_CONST</a> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html#ad547704ccbff6c2076abeffa6628c5a0">tgp_padding_a</a> = 16 / <span class="keyword">sizeof</span>(T);</div>
<div class="line"><a id="l00040" name="l00040"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html#ad1b03941e869017558423c08b08bc094"> 40</a></span> <a class="code hl_define" href="steel_2defines_8h.html#a90b91c866313ffa46eff6d9cc944ad2b">STEEL_CONST</a> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html#ad1b03941e869017558423c08b08bc094">tgp_padding_b</a> = 16 / <span class="keyword">sizeof</span>(T);</div>
<div class="line"><a id="l00041" name="l00041"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html#ac00b149d76a903c2f91b0f477dc5037f"> 41</a></span> <a class="code hl_define" href="steel_2defines_8h.html#a90b91c866313ffa46eff6d9cc944ad2b">STEEL_CONST</a> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html#ac00b149d76a903c2f91b0f477dc5037f">tgp_mem_size_a</a> =</div>
@@ -399,6 +400,7 @@ $(function(){initNavTree('attn_8h_source.html',''); initResizable(true); });
<div class="line"><a id="l00292" name="l00292"></a><span class="lineno"> 292</span> }</div>
</div>
<div class="line"><a id="l00293" name="l00293"></a><span class="lineno"> 293</span>};</div>
</div>
<div class="line"><a id="l00294" name="l00294"></a><span class="lineno"> 294</span> </div>
<div class="line"><a id="l00295" name="l00295"></a><span class="lineno"> 295</span>} <span class="comment">// namespace steel</span></div>
</div>
@@ -416,8 +418,8 @@ $(function(){initNavTree('attn_8h_source.html',''); initResizable(true); });
<div class="ttc" id="asteel_2defines_8h_html_a90b91c866313ffa46eff6d9cc944ad2b"><div class="ttname"><a href="steel_2defines_8h.html#a90b91c866313ffa46eff6d9cc944ad2b">STEEL_CONST</a></div><div class="ttdeci">#define STEEL_CONST</div><div class="ttdef"><b>Definition</b> defines.h:3</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_accum_helper_html_ae52abf69e7ba6af1a73d65d57182ed26"><div class="ttname"><a href="structmlx_1_1steel_1_1_accum_helper.html#ae52abf69e7ba6af1a73d65d57182ed26">mlx::steel::AccumHelper::accum_type</a></div><div class="ttdeci">float accum_type</div><div class="ttdef"><b>Definition</b> transforms.h:57</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_block_loader_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_block_loader.html">mlx::steel::BlockLoader</a></div><div class="ttdef"><b>Definition</b> loader.h:25</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_block_m_m_a_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_block_m_m_a.html">mlx::steel::BlockMMA</a></div><div class="ttdef"><b>Definition</b> mma.h:377</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_g_e_m_m_kernel_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html">mlx::steel::GEMMKernel</a></div><div class="ttdef"><b>Definition</b> gemm.h:37</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_block_m_m_a_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_block_m_m_a.html">mlx::steel::BlockMMA</a></div><div class="ttdef"><b>Definition</b> mma.h:449</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_g_e_m_m_kernel_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html">mlx::steel::GEMMKernel</a></div><div class="ttdef"><b>Definition</b> attn.h:38</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_g_e_m_m_kernel_html_a00e55d4a161758350ed7310817d2d2a5"><div class="ttname"><a href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html#a00e55d4a161758350ed7310817d2d2a5">mlx::steel::GEMMKernel::run</a></div><div class="ttdeci">static METAL_FUNC void run(const device T *A, const device T *B, device U *D, const constant GEMMParams *params, threadgroup T *As, threadgroup T *Bs, uint simd_lane_id, uint simd_group_id, uint3 tid, uint3 lid)</div><div class="ttdef"><b>Definition</b> attn.h:141</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_g_e_m_m_kernel_html_a105af1069668028c6f1bc6d6dd162298"><div class="ttname"><a href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html#a105af1069668028c6f1bc6d6dd162298">mlx::steel::GEMMKernel::tgp_mem_size_b</a></div><div class="ttdeci">STEEL_CONST short tgp_mem_size_b</div><div class="ttdef"><b>Definition</b> attn.h:43</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_g_e_m_m_kernel_html_a1ec583584e69dcbbb72106390a4fc5da"><div class="ttname"><a href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html#a1ec583584e69dcbbb72106390a4fc5da">mlx::steel::GEMMKernel::tgp_mem_size</a></div><div class="ttdeci">STEEL_CONST short tgp_mem_size</div><div class="ttdef"><b>Definition</b> attn.h:45</div></div>
@@ -430,7 +432,7 @@ $(function(){initNavTree('attn_8h_source.html',''); initResizable(true); });
<div class="ttc" id="astructmlx_1_1steel_1_1_g_e_m_m_kernel_html_ad547704ccbff6c2076abeffa6628c5a0"><div class="ttname"><a href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html#ad547704ccbff6c2076abeffa6628c5a0">mlx::steel::GEMMKernel::tgp_padding_a</a></div><div class="ttdeci">STEEL_CONST short tgp_padding_a</div><div class="ttdef"><b>Definition</b> attn.h:39</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_g_e_m_m_kernel_html_add8c6a31011a4895667c2a94a5af3782"><div class="ttname"><a href="structmlx_1_1steel_1_1_g_e_m_m_kernel.html#add8c6a31011a4895667c2a94a5af3782">mlx::steel::GEMMKernel::mma_t</a></div><div class="ttdeci">BlockMMA&lt; T, U, BM, BN, BK, WM, WN, transpose_a, transpose_b, transpose_a ? BM+tgp_padding_a :BK+tgp_padding_a, transpose_b ? BK+tgp_padding_b :BN+tgp_padding_b, AccumType, Epilogue &gt; mma_t</div><div class="ttdef"><b>Definition</b> attn.h:63</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_g_e_m_m_params_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_g_e_m_m_params.html">mlx::steel::GEMMParams</a></div><div class="ttdef"><b>Definition</b> params.h:12</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_loop_alignment_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_loop_alignment.html">mlx::steel::LoopAlignment</a></div><div class="ttdef"><b>Definition</b> gemm.h:21</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_loop_alignment_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_loop_alignment.html">mlx::steel::LoopAlignment</a></div><div class="ttdef"><b>Definition</b> attn.h:22</div></div>
<div class="ttc" id="astructmlx_1_1steel_1_1_transform_none_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_transform_none.html">mlx::steel::TransformNone</a></div><div class="ttdef"><b>Definition</b> transforms.h:15</div></div>
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@@ -438,7 +440,7 @@ $(function(){initNavTree('attn_8h_source.html',''); initResizable(true); });
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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_76215a6c54e2b67053e723fc2395583c.html">steel</a></li><li class="navelem"><a class="el" href="dir_e1756c7634b0c14aead026895ad71c6d.html">attn</a></li><li class="navelem"><a class="el" href="attn_8h.html">attn.h</a></li>
<li class="footer">Generated by <a href="https://www.doxygen.org/index.html"><img class="footer" src="doxygen.svg" width="104" height="31" alt="doxygen"/></a> 1.13.1 </li>
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