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8463661c92
mlx/docs/build/html/includes_8h_source.html
Awni Hannun 8463661c92 docs update
2025-06-04 01:01:51 +00:00

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<a href="includes_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a id="l00001" name="l00001"></a><span class="lineno"> 1</span><span class="comment">// Copyright © 2023-2024 Apple Inc.</span></div>
<div class="line"><a id="l00002" name="l00002"></a><span class="lineno"> 2</span> </div>
<div class="line"><a id="l00003" name="l00003"></a><span class="lineno"> 3</span><span class="preprocessor">#pragma once</span></div>
<div class="line"><a id="l00004" name="l00004"></a><span class="lineno"> 4</span> </div>
<div class="line"><a id="l00005" name="l00005"></a><span class="lineno"> 5</span><span class="keyword">namespace </span><a class="code hl_namespace" href="namespacemlx_1_1core_1_1metal.html">mlx::core::metal</a> {</div>
<div class="line"><a id="l00006" name="l00006"></a><span class="lineno"> 6</span> </div>
<div class="line"><a id="l00007" name="l00007"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a529dc6c2d4a37ba544b66b2c3cd792cc"> 7</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a529dc6c2d4a37ba544b66b2c3cd792cc">utils</a>();</div>
<div class="line"><a id="l00008" name="l00008"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a8db7f9cc781d4bfb08423a401665f322"> 8</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a8db7f9cc781d4bfb08423a401665f322">binary_ops</a>();</div>
<div class="line"><a id="l00009" name="l00009"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a17b471fa52ea5f24ee63e081f46528f5"> 9</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a17b471fa52ea5f24ee63e081f46528f5">unary_ops</a>();</div>
<div class="line"><a id="l00010" name="l00010"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a11b593b07e9a33e5f78fe4695fb99ec9"> 10</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a11b593b07e9a33e5f78fe4695fb99ec9">ternary_ops</a>();</div>
<div class="line"><a id="l00011" name="l00011"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a2ec39572806310cf528aea06530e8af8"> 11</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a2ec39572806310cf528aea06530e8af8">reduce_utils</a>();</div>
<div class="line"><a id="l00012" name="l00012"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a545de371fefba1feec2e70b7e9f4187c"> 12</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a545de371fefba1feec2e70b7e9f4187c">gather</a>();</div>
<div class="line"><a id="l00013" name="l00013"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a32e902c6cd6d35fcc3119ed6685a170f"> 13</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a32e902c6cd6d35fcc3119ed6685a170f">scatter</a>();</div>
<div class="line"><a id="l00014" name="l00014"></a><span class="lineno"> 14</span> </div>
<div class="line"><a id="l00015" name="l00015"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a272c36f0faf2570cbb2f36030e9a3f26"> 15</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a272c36f0faf2570cbb2f36030e9a3f26">arange</a>();</div>
<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#afac64fd56ac492d6baf6de7e8a00b039"> 16</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#afac64fd56ac492d6baf6de7e8a00b039">unary</a>();</div>
<div class="line"><a id="l00017" name="l00017"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a269d591ec02e2f7c0f7a718fbfa37f73"> 17</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a269d591ec02e2f7c0f7a718fbfa37f73">binary</a>();</div>
<div class="line"><a id="l00018" name="l00018"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#aed047eec38b030ec5f29b9da54abf8cb"> 18</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#aed047eec38b030ec5f29b9da54abf8cb">binary_two</a>();</div>
<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#aa215e631e2680f04a591b88d91571719"> 19</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#aa215e631e2680f04a591b88d91571719">copy</a>();</div>
<div class="line"><a id="l00020" name="l00020"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a39f43360d9e916fcf7e86c919b419554"> 20</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a39f43360d9e916fcf7e86c919b419554">fft</a>();</div>
<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a8bd0072616087cd568c2c804e7114aa9"> 21</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a8bd0072616087cd568c2c804e7114aa9">hadamard</a>();</div>
<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a949f029424218ab5c5588563d2e076f5"> 22</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a949f029424218ab5c5588563d2e076f5">quantized</a>();</div>
<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a2d1c92ba6897c0a7a428fed63279b61f"> 23</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a2d1c92ba6897c0a7a428fed63279b61f">ternary</a>();</div>
<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a81c2cf124b0803098a54a78f8f6873a6"> 24</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a81c2cf124b0803098a54a78f8f6873a6">scan</a>();</div>
<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a4fe937c2c584fd646926057f31d54ca6"> 25</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a4fe937c2c584fd646926057f31d54ca6">softmax</a>();</div>
<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#ab77c9a9ecaeeab8c66b712862777c24b"> 26</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#ab77c9a9ecaeeab8c66b712862777c24b">sort</a>();</div>
<div class="line"><a id="l00027" name="l00027"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#abb997ccbed4c9a9ccd975b1574755fca"> 27</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#abb997ccbed4c9a9ccd975b1574755fca">reduce</a>();</div>
<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span> </div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#ac46fd23516a61fc56d997910e4144281"> 29</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#ac46fd23516a61fc56d997910e4144281">gemm</a>();</div>
<div class="line"><a id="l00030" name="l00030"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a17764366deed71c160fb26091400a803"> 30</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a17764366deed71c160fb26091400a803">steel_gemm_fused</a>();</div>
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a962272ca73d26c08f76f706a128fd71f"> 31</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a962272ca73d26c08f76f706a128fd71f">steel_gemm_masked</a>();</div>
<div class="line"><a id="l00032" name="l00032"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#ad0dfd40ba7c09755711ceb731e57a5ac"> 32</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#ad0dfd40ba7c09755711ceb731e57a5ac">steel_gemm_splitk</a>();</div>
<div class="line"><a id="l00033" name="l00033"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#ab1704e853394c725668c06752ebb5c24"> 33</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#ab1704e853394c725668c06752ebb5c24">conv</a>();</div>
<div class="line"><a id="l00034" name="l00034"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a92f1e559b1121d545746f81ff86eaca1"> 34</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a92f1e559b1121d545746f81ff86eaca1">steel_conv</a>();</div>
<div class="line"><a id="l00035" name="l00035"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#a02edb6a90bdf30f4c9f0d6c25b0267b5"> 35</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#a02edb6a90bdf30f4c9f0d6c25b0267b5">steel_conv_general</a>();</div>
<div class="line"><a id="l00036" name="l00036"></a><span class="lineno"><a class="line" href="namespacemlx_1_1core_1_1metal.html#abc055b75e6a059618f279c35f8de36e7"> 36</a></span><span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code hl_function" href="namespacemlx_1_1core_1_1metal.html#abc055b75e6a059618f279c35f8de36e7">gemv_masked</a>();</div>
<div class="line"><a id="l00037" name="l00037"></a><span class="lineno"> 37</span> </div>
<div class="line"><a id="l00038" name="l00038"></a><span class="lineno"> 38</span>} <span class="comment">// namespace mlx::core::metal</span></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html">mlx::core::metal</a></div><div class="ttdef"><b>Definition</b> allocator.h:12</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a02edb6a90bdf30f4c9f0d6c25b0267b5"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a02edb6a90bdf30f4c9f0d6c25b0267b5">mlx::core::metal::steel_conv_general</a></div><div class="ttdeci">const char * steel_conv_general()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a11b593b07e9a33e5f78fe4695fb99ec9"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a11b593b07e9a33e5f78fe4695fb99ec9">mlx::core::metal::ternary_ops</a></div><div class="ttdeci">const char * ternary_ops()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a17764366deed71c160fb26091400a803"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a17764366deed71c160fb26091400a803">mlx::core::metal::steel_gemm_fused</a></div><div class="ttdeci">const char * steel_gemm_fused()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a17b471fa52ea5f24ee63e081f46528f5"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a17b471fa52ea5f24ee63e081f46528f5">mlx::core::metal::unary_ops</a></div><div class="ttdeci">const char * unary_ops()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a269d591ec02e2f7c0f7a718fbfa37f73"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a269d591ec02e2f7c0f7a718fbfa37f73">mlx::core::metal::binary</a></div><div class="ttdeci">const char * binary()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a272c36f0faf2570cbb2f36030e9a3f26"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a272c36f0faf2570cbb2f36030e9a3f26">mlx::core::metal::arange</a></div><div class="ttdeci">const char * arange()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a2d1c92ba6897c0a7a428fed63279b61f"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a2d1c92ba6897c0a7a428fed63279b61f">mlx::core::metal::ternary</a></div><div class="ttdeci">const char * ternary()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a2ec39572806310cf528aea06530e8af8"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a2ec39572806310cf528aea06530e8af8">mlx::core::metal::reduce_utils</a></div><div class="ttdeci">const char * reduce_utils()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a32e902c6cd6d35fcc3119ed6685a170f"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a32e902c6cd6d35fcc3119ed6685a170f">mlx::core::metal::scatter</a></div><div class="ttdeci">const char * scatter()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a39f43360d9e916fcf7e86c919b419554"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a39f43360d9e916fcf7e86c919b419554">mlx::core::metal::fft</a></div><div class="ttdeci">const char * fft()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a4fe937c2c584fd646926057f31d54ca6"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a4fe937c2c584fd646926057f31d54ca6">mlx::core::metal::softmax</a></div><div class="ttdeci">const char * softmax()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a529dc6c2d4a37ba544b66b2c3cd792cc"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a529dc6c2d4a37ba544b66b2c3cd792cc">mlx::core::metal::utils</a></div><div class="ttdeci">const char * utils()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a545de371fefba1feec2e70b7e9f4187c"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a545de371fefba1feec2e70b7e9f4187c">mlx::core::metal::gather</a></div><div class="ttdeci">const char * gather()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a81c2cf124b0803098a54a78f8f6873a6"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a81c2cf124b0803098a54a78f8f6873a6">mlx::core::metal::scan</a></div><div class="ttdeci">const char * scan()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a8bd0072616087cd568c2c804e7114aa9"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a8bd0072616087cd568c2c804e7114aa9">mlx::core::metal::hadamard</a></div><div class="ttdeci">const char * hadamard()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a8db7f9cc781d4bfb08423a401665f322"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a8db7f9cc781d4bfb08423a401665f322">mlx::core::metal::binary_ops</a></div><div class="ttdeci">const char * binary_ops()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a92f1e559b1121d545746f81ff86eaca1"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a92f1e559b1121d545746f81ff86eaca1">mlx::core::metal::steel_conv</a></div><div class="ttdeci">const char * steel_conv()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a949f029424218ab5c5588563d2e076f5"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a949f029424218ab5c5588563d2e076f5">mlx::core::metal::quantized</a></div><div class="ttdeci">const char * quantized()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_a962272ca73d26c08f76f706a128fd71f"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#a962272ca73d26c08f76f706a128fd71f">mlx::core::metal::steel_gemm_masked</a></div><div class="ttdeci">const char * steel_gemm_masked()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_aa215e631e2680f04a591b88d91571719"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#aa215e631e2680f04a591b88d91571719">mlx::core::metal::copy</a></div><div class="ttdeci">const char * copy()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_ab1704e853394c725668c06752ebb5c24"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#ab1704e853394c725668c06752ebb5c24">mlx::core::metal::conv</a></div><div class="ttdeci">const char * conv()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_ab77c9a9ecaeeab8c66b712862777c24b"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#ab77c9a9ecaeeab8c66b712862777c24b">mlx::core::metal::sort</a></div><div class="ttdeci">const char * sort()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_abb997ccbed4c9a9ccd975b1574755fca"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#abb997ccbed4c9a9ccd975b1574755fca">mlx::core::metal::reduce</a></div><div class="ttdeci">const char * reduce()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_abc055b75e6a059618f279c35f8de36e7"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#abc055b75e6a059618f279c35f8de36e7">mlx::core::metal::gemv_masked</a></div><div class="ttdeci">const char * gemv_masked()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_ac46fd23516a61fc56d997910e4144281"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#ac46fd23516a61fc56d997910e4144281">mlx::core::metal::gemm</a></div><div class="ttdeci">const char * gemm()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_ad0dfd40ba7c09755711ceb731e57a5ac"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#ad0dfd40ba7c09755711ceb731e57a5ac">mlx::core::metal::steel_gemm_splitk</a></div><div class="ttdeci">const char * steel_gemm_splitk()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_aed047eec38b030ec5f29b9da54abf8cb"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#aed047eec38b030ec5f29b9da54abf8cb">mlx::core::metal::binary_two</a></div><div class="ttdeci">const char * binary_two()</div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1metal_html_afac64fd56ac492d6baf6de7e8a00b039"><div class="ttname"><a href="namespacemlx_1_1core_1_1metal.html#afac64fd56ac492d6baf6de7e8a00b039">mlx::core::metal::unary</a></div><div class="ttdeci">const char * unary()</div></div>
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