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mlx/docs/build/html/jit_2steel__conv_8h_source.html
Awni Hannun 6269c69d0e docs update
2025-06-04 01:01:50 +00:00

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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_4336740ec0075891704443b417fef6cb.html">jit</a></li> </ul>
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<a href="jit_2steel__conv_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 © 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"><a class="line" href="jit_2steel__conv_8h.html#a386d79077465df56659416fd84adb513"> 3</a></span><span class="keyword">constexpr</span> std::string_view <a class="code hl_variable" href="jit_2steel__conv_8h.html#a386d79077465df56659416fd84adb513">steel_conv_kernels</a> = R<span class="stringliteral">&quot;(</span></div>
<div class="line"><a id="l00004" name="l00004"></a><span class="lineno"> 4</span><span class="stringliteral">template [[host_name(&quot;{name}&quot;)]] [[kernel]] void</span></div>
<div class="line"><a id="l00005" name="l00005"></a><span class="lineno"> 5</span><span class="stringliteral">implicit_gemm_conv_2d&lt;{itype}, {bm}, {bn}, {bk}, {wm}, {wn}, {n_channels}, {small_filter}&gt;(</span></div>
<div class="line"><a id="l00006" name="l00006"></a><span class="lineno"> 6</span><span class="stringliteral"> const device {itype}* A [[buffer(0)]],</span></div>
<div class="line"><a id="l00007" name="l00007"></a><span class="lineno"> 7</span><span class="stringliteral"> const device {itype}* B [[buffer(1)]],</span></div>
<div class="line"><a id="l00008" name="l00008"></a><span class="lineno"> 8</span><span class="stringliteral"> device {itype}* C [[buffer(2)]],</span></div>
<div class="line"><a id="l00009" name="l00009"></a><span class="lineno"> 9</span><span class="stringliteral"> const constant MLXConvParams&lt;2&gt;* params [[buffer(3)]],</span></div>
<div class="line"><a id="l00010" name="l00010"></a><span class="lineno"> 10</span><span class="stringliteral"> const constant ImplicitGemmConv2DParams* gemm_params [[buffer(4)]],</span></div>
<div class="line"><a id="l00011" name="l00011"></a><span class="lineno"> 11</span><span class="stringliteral"> uint3 tid [[threadgroup_position_in_grid]],</span></div>
<div class="line"><a id="l00012" name="l00012"></a><span class="lineno"> 12</span><span class="stringliteral"> uint3 lid [[thread_position_in_threadgroup]],</span></div>
<div class="line"><a id="l00013" name="l00013"></a><span class="lineno"> 13</span><span class="stringliteral"> uint simd_gid [[simdgroup_index_in_threadgroup]],</span></div>
<div class="line"><a id="l00014" name="l00014"></a><span class="lineno"> 14</span><span class="stringliteral"> uint simd_lid [[thread_index_in_simdgroup]]);</span></div>
<div class="line"><a id="l00015" name="l00015"></a><span class="lineno"> 15</span><span class="stringliteral">)&quot;;</span></div>
<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"> 16</span><span class="stringliteral"></span> </div>
<div class="line"><a id="l00017" name="l00017"></a><span class="lineno"><a class="line" href="jit_2steel__conv_8h.html#ae4ca1720029316b08ea92b7662347d47"> 17</a></span><span class="stringliteral"></span><span class="keyword">constexpr</span> std::string_view <a class="code hl_variable" href="jit_2steel__conv_8h.html#ae4ca1720029316b08ea92b7662347d47">steel_conv_general_kernels</a> = R<span class="stringliteral">&quot;(</span></div>
<div class="line"><a id="l00018" name="l00018"></a><span class="lineno"> 18</span><span class="stringliteral">template [[host_name(&quot;{name}&quot;)]] [[kernel]] void</span></div>
<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"> 19</span><span class="stringliteral"> implicit_gemm_conv_2d_general&lt;{itype}, {bm}, {bn}, {bk}, {wm}, {wn}&gt;(</span></div>
<div class="line"><a id="l00020" name="l00020"></a><span class="lineno"> 20</span><span class="stringliteral"> const device {itype}* A [[buffer(0)]],</span></div>
<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"> 21</span><span class="stringliteral"> const device {itype}* B [[buffer(1)]],</span></div>
<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"> 22</span><span class="stringliteral"> device {itype}* C [[buffer(2)]],</span></div>
<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"> 23</span><span class="stringliteral"> const constant MLXConvParams&lt;2&gt;* params [[buffer(3)]],</span></div>
<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"> 24</span><span class="stringliteral"> const constant ImplicitGemmConv2DParams* gemm_params [[buffer(4)]],</span></div>
<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"> 25</span><span class="stringliteral"> const constant Conv2DGeneralJumpParams* jump_params [[buffer(5)]],</span></div>
<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"> 26</span><span class="stringliteral"> const constant Conv2DGeneralBaseInfo* base_h [[buffer(6)]],</span></div>
<div class="line"><a id="l00027" name="l00027"></a><span class="lineno"> 27</span><span class="stringliteral"> const constant Conv2DGeneralBaseInfo* base_w [[buffer(7)]],</span></div>
<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span><span class="stringliteral"> uint3 tid [[threadgroup_position_in_grid]],</span></div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"> 29</span><span class="stringliteral"> uint3 lid [[thread_position_in_threadgroup]],</span></div>
<div class="line"><a id="l00030" name="l00030"></a><span class="lineno"> 30</span><span class="stringliteral"> uint simd_gid [[simdgroup_index_in_threadgroup]],</span></div>
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"> 31</span><span class="stringliteral"> uint simd_lid [[thread_index_in_simdgroup]]);</span></div>
<div class="line"><a id="l00032" name="l00032"></a><span class="lineno"> 32</span><span class="stringliteral">)&quot;;</span></div>
<div class="ttc" id="ajit_2steel__conv_8h_html_a386d79077465df56659416fd84adb513"><div class="ttname"><a href="jit_2steel__conv_8h.html#a386d79077465df56659416fd84adb513">steel_conv_kernels</a></div><div class="ttdeci">constexpr std::string_view steel_conv_kernels</div><div class="ttdef"><b>Definition</b> steel_conv.h:3</div></div>
<div class="ttc" id="ajit_2steel__conv_8h_html_ae4ca1720029316b08ea92b7662347d47"><div class="ttname"><a href="jit_2steel__conv_8h.html#ae4ca1720029316b08ea92b7662347d47">steel_conv_general_kernels</a></div><div class="ttdeci">constexpr std::string_view steel_conv_general_kernels</div><div class="ttdef"><b>Definition</b> steel_conv.h:17</div></div>
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