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Awni Hannun
2024-09-17 12:06:14 -07:00
committed by CircleCI Docs
parent 9da49a07a4
commit d44f06ae79
739 changed files with 28107 additions and 8524 deletions
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@@ -76,24 +76,17 @@ $(function() {
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<a href="#nested-classes">Classes</a> &#124;
<a href="#namespaces">Namespaces</a> &#124;
<a href="#typedef-members">Typedefs</a> &#124;
<a href="#func-members">Functions</a> </div>
<div class="headertitle"><div class="title">fast.h File Reference</div></div>
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<div class="textblock"><code>#include &lt;map&gt;</code><br />
<code>#include &lt;optional&gt;</code><br />
<div class="textblock"><code>#include &lt;optional&gt;</code><br />
<code>#include &quot;<a class="el" href="utils_8h_source.html">mlx/utils.h</a>&quot;</code><br />
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<p><a href="fast_8h_source.html">Go to the source code of this file.</a></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="nested-classes" name="nested-classes"></a>
Classes</h2></td></tr>
<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classmlx_1_1core_1_1fast_1_1_metal_kernel.html">mlx::core::fast::MetalKernel</a></td></tr>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="namespaces" name="namespaces"></a>
Namespaces</h2></td></tr>
<tr class="memitem:namespacemlx" id="r_namespacemlx"><td class="memItemLeft" align="right" valign="top">namespace &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx.html">mlx</a></td></tr>
@@ -107,6 +100,8 @@ Namespaces</h2></td></tr>
Typedefs</h2></td></tr>
<tr class="memitem:a9390693ff7be931f3ef3428e2ea4c3f9" id="r_a9390693ff7be931f3ef3428e2ea4c3f9"><td class="memItemLeft" align="right" valign="top">typedef std::variant&lt; int, bool, <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1fast.html#a9390693ff7be931f3ef3428e2ea4c3f9">mlx::core::fast::TemplateArg</a></td></tr>
<tr class="separator:a9390693ff7be931f3ef3428e2ea4c3f9"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:af93ccb7be1562f8f40abcbc4243fc8d5" id="r_af93ccb7be1562f8f40abcbc4243fc8d5"><td class="memItemLeft" align="right" valign="top">typedef std::function&lt; std::vector&lt; <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &gt;(const std::vector&lt; <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &gt; &amp;, const std::vector&lt; std::vector&lt; int &gt; &gt; &amp;, const std::vector&lt; <a class="el" href="structmlx_1_1core_1_1_dtype.html">Dtype</a> &gt; &amp;, std::tuple&lt; int, int, int &gt;, std::tuple&lt; int, int, int &gt;, std::vector&lt; std::pair&lt; std::string, <a class="el" href="namespacemlx_1_1core_1_1fast.html#a9390693ff7be931f3ef3428e2ea4c3f9">TemplateArg</a> &gt; &gt;, std::optional&lt; float &gt;, bool, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a>)&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1fast.html#af93ccb7be1562f8f40abcbc4243fc8d5">mlx::core::fast::MetalKernelFunction</a>)</td></tr>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="func-members" name="func-members"></a>
Functions</h2></td></tr>
@@ -116,15 +111,17 @@ Functions</h2></td></tr>
<tr class="separator:a01bd533ebd0e2415c4ee30032d51d7bf"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a534ef357eae24892684a6ecd866d3fab" id="r_a534ef357eae24892684a6ecd866d3fab"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1fast.html#a534ef357eae24892684a6ecd866d3fab">mlx::core::fast::rope</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;x, int dims, bool traditional, std::optional&lt; float &gt; base, float scale, int offset, const std::optional&lt; <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &gt; &amp;freqs=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:a534ef357eae24892684a6ecd866d3fab"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8ff2129e77419b7cd32d149cab0766b9" id="r_a8ff2129e77419b7cd32d149cab0766b9"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1fast.html#a8ff2129e77419b7cd32d149cab0766b9">mlx::core::fast::scaled_dot_product_attention</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;queries, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;keys, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;values, const float scale, const std::optional&lt; <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &gt; &amp;mask=std::nullopt, const std::optional&lt; int &gt; &amp;memory_efficient_threshold=std::nullopt, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="memdesc:a8ff2129e77419b7cd32d149cab0766b9"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes: O = softmax(Q @ K.T) @ V. <br /></td></tr>
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<tr class="memdesc:a3663b50265b0a9c0cca2b5376852e059"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes: O = softmax(Q @ K.T) @ V. <br /></td></tr>
<tr class="separator:a3663b50265b0a9c0cca2b5376852e059"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aa4b5f6886b2288cb6dfdd8598579f080" id="r_aa4b5f6886b2288cb6dfdd8598579f080"><td class="memItemLeft" align="right" valign="top">std::tuple&lt; <a class="el" href="classmlx_1_1core_1_1array.html">array</a>, <a class="el" href="classmlx_1_1core_1_1array.html">array</a>, <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1fast.html#aa4b5f6886b2288cb6dfdd8598579f080">mlx::core::fast::affine_quantize</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;w, int group_size=64, int bits=4, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:aa4b5f6886b2288cb6dfdd8598579f080"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a638c7e9b9ea8677f01786d8f9738baf8" id="r_a638c7e9b9ea8677f01786d8f9738baf8"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1fast.html#a638c7e9b9ea8677f01786d8f9738baf8">mlx::core::fast::affine_quantize</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;w, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;scales, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;biases, int group_size=64, int bits=4, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:a638c7e9b9ea8677f01786d8f9738baf8"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a12c7ef41409d6fb378008e67b6fab328" id="r_a12c7ef41409d6fb378008e67b6fab328"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classmlx_1_1core_1_1array.html">array</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1fast.html#a12c7ef41409d6fb378008e67b6fab328">mlx::core::fast::affine_dequantize</a> (const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;w, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;scales, const <a class="el" href="classmlx_1_1core_1_1array.html">array</a> &amp;biases, int group_size=64, int bits=4, <a class="el" href="namespacemlx_1_1core.html#a95fc1013cc48fbfee0c54310711a5e58">StreamOrDevice</a> s={})</td></tr>
<tr class="separator:a12c7ef41409d6fb378008e67b6fab328"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab16436b465dc10ce472193d541d8426e" id="r_ab16436b465dc10ce472193d541d8426e"><td class="memItemLeft" align="right" valign="top"><a class="el" href="namespacemlx_1_1core_1_1fast.html#af93ccb7be1562f8f40abcbc4243fc8d5">MetalKernelFunction</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemlx_1_1core_1_1fast.html#ab16436b465dc10ce472193d541d8426e">mlx::core::fast::metal_kernel</a> (const std::string &amp;name, const std::vector&lt; std::string &gt; &amp;input_names, const std::vector&lt; std::string &gt; &amp;output_names, const std::string &amp;source, const std::string &amp;header=&quot;&quot;, bool ensure_row_contiguous=true, bool atomic_outputs=false)</td></tr>
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