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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_df9494e83ef22ae6150a0e080d9709ed.html">conv</a></li><li class="navelem"><a class="el" href="dir_ba4426224ef60f409462a2a12fa18f06.html">loaders</a></li> </ul>
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<div class="headertitle"><div class="title">loader_channel_l.h</div></div>
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<a href="loader__channel__l_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>
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<div class="line"><a id="l00002" name="l00002"></a><span class="lineno"> 2</span> </div>
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<div class="line"><a id="l00003" name="l00003"></a><span class="lineno"> 3</span><span class="preprocessor">#pragma once</span></div>
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<div class="line"><a id="l00004" name="l00004"></a><span class="lineno"> 4</span> </div>
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<div class="line"><a id="l00005" name="l00005"></a><span class="lineno"> 5</span><span class="preprocessor">#include "<a class="code" href="backend_2metal_2kernels_2steel_2utils_8h.html">mlx/backend/metal/kernels/steel/utils.h</a>"</span></div>
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<div class="line"><a id="l00006" name="l00006"></a><span class="lineno"> 6</span> </div>
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<div class="line"><a id="l00007" name="l00007"></a><span class="lineno"> 7</span><span class="preprocessor">#include "<a class="code" href="conv_2params_8h.html">mlx/backend/metal/kernels/steel/conv/params.h</a>"</span></div>
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<div class="line"><a id="l00008" name="l00008"></a><span class="lineno"> 8</span> </div>
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<div class="line"><a id="l00010" name="l00010"></a><span class="lineno"> 10</span><span class="comment">// Loading helper</span></div>
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<div class="line"><a id="l00012" name="l00012"></a><span class="lineno"> 12</span> </div>
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<div class="line"><a id="l00013" name="l00013"></a><span class="lineno"> 13</span><span class="keyword">namespace </span><a class="code hl_namespace" href="namespacemlx.html">mlx</a> {</div>
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<div class="foldopen" id="foldopen00014" data-start="{" data-end="}">
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<div class="line"><a id="l00014" name="l00014"></a><span class="lineno"><a class="line" href="namespacemlx_1_1steel.html"> 14</a></span><span class="keyword">namespace </span>steel {</div>
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<div class="line"><a id="l00015" name="l00015"></a><span class="lineno"> 15</span> </div>
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<div class="line"><a id="l00016" name="l00016"></a><span class="lineno"> 16</span><span class="keyword">template</span> <</div>
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<div class="line"><a id="l00017" name="l00017"></a><span class="lineno"> 17</span> <span class="keyword">typename</span> T,</div>
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<div class="line"><a id="l00018" name="l00018"></a><span class="lineno"> 18</span> <span class="keywordtype">short</span> BM,</div>
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<div class="line"><a id="l00019" name="l00019"></a><span class="lineno"> 19</span> <span class="keywordtype">short</span> BN,</div>
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<div class="line"><a id="l00020" name="l00020"></a><span class="lineno"> 20</span> <span class="keywordtype">short</span> BK,</div>
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<div class="line"><a id="l00021" name="l00021"></a><span class="lineno"> 21</span> <span class="keywordtype">short</span> tgp_size,</div>
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<div class="line"><a id="l00022" name="l00022"></a><span class="lineno"> 22</span> <span class="keywordtype">short</span> tgp_padding = 0></div>
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<div class="foldopen" id="foldopen00023" data-start="{" data-end="};">
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<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html"> 23</a></span><span class="keyword">struct </span><a class="code hl_struct" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html">Conv2DInputBlockLoaderLargeFilter</a> {</div>
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<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"> 24</span> <span class="comment">// Destination dimensions</span></div>
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<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ac070c6bd5be85b1ae805e18890db4fd4"> 25</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_conv2_d_input_block_loader_large_filter.html#ac070c6bd5be85b1ae805e18890db4fd4">BROWS</a> = BM;</div>
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<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a29fbeeacdf5b6feeb74815ced255fa5a"> 26</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_conv2_d_input_block_loader_large_filter.html#a29fbeeacdf5b6feeb74815ced255fa5a">BCOLS</a> = BK;</div>
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<div class="line"><a id="l00027" name="l00027"></a><span class="lineno"> 27</span> </div>
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<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"> 28</span> <span class="comment">// Read dimensions</span></div>
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<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a91192d512e7a18c2d16a139065000959"> 29</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_conv2_d_input_block_loader_large_filter.html#a91192d512e7a18c2d16a139065000959">dst_ld</a> = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a29fbeeacdf5b6feeb74815ced255fa5a">BCOLS</a> + tgp_padding;</div>
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<div class="line"><a id="l00030" name="l00030"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#adcc83bf6c02391cc2375e55c06a1c9a4"> 30</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_conv2_d_input_block_loader_large_filter.html#adcc83bf6c02391cc2375e55c06a1c9a4">vec_size</a> = tgp_size / (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ac070c6bd5be85b1ae805e18890db4fd4">BROWS</a> * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a29fbeeacdf5b6feeb74815ced255fa5a">BCOLS</a>) >= 8 ? 8 : 4;</div>
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<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"> 31</span> </div>
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<div class="line"><a id="l00032" name="l00032"></a><span class="lineno"> 32</span> <span class="comment">// Thread read shape</span></div>
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<div class="line"><a id="l00033" name="l00033"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a0b5303f3258e0a21862dead8e3f5401e"> 33</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_conv2_d_input_block_loader_large_filter.html#a0b5303f3258e0a21862dead8e3f5401e">TCOLS</a> = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a29fbeeacdf5b6feeb74815ced255fa5a">BCOLS</a> / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#adcc83bf6c02391cc2375e55c06a1c9a4">vec_size</a>;</div>
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<div class="line"><a id="l00034" name="l00034"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a2528ff5ed472e4ed35415ada42276b07"> 34</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_conv2_d_input_block_loader_large_filter.html#a2528ff5ed472e4ed35415ada42276b07">TROWS</a> = tgp_size / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a0b5303f3258e0a21862dead8e3f5401e">TCOLS</a>;</div>
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<div class="line"><a id="l00035" name="l00035"></a><span class="lineno"> 35</span> </div>
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<div class="line"><a id="l00036" name="l00036"></a><span class="lineno"> 36</span> <span class="comment">// Rows / strided reads within the block</span></div>
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<div class="line"><a id="l00037" name="l00037"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a097c48a23e1bd7d8cf3e9d531397602f"> 37</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_conv2_d_input_block_loader_large_filter.html#a097c48a23e1bd7d8cf3e9d531397602f">n_rows</a> = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ac070c6bd5be85b1ae805e18890db4fd4">BROWS</a> / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a2528ff5ed472e4ed35415ada42276b07">TROWS</a>;</div>
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<div class="line"><a id="l00038" name="l00038"></a><span class="lineno"> 38</span> </div>
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<div class="line"><a id="l00039" name="l00039"></a><span class="lineno"> 39</span> <span class="comment">// Thread location indices</span></div>
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<div class="line"><a id="l00040" name="l00040"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a70da26a715135d973f88371a70255be9"> 40</a></span> <span class="keyword">const</span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a70da26a715135d973f88371a70255be9">thread_idx</a>;</div>
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<div class="line"><a id="l00041" name="l00041"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a8e53b0a9951cb840d922cc285b257ee3"> 41</a></span> <span class="keyword">const</span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a8e53b0a9951cb840d922cc285b257ee3">bi</a>;</div>
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<div class="line"><a id="l00042" name="l00042"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a7ae9e41f50c0c63c35b63086a1c22cc3"> 42</a></span> <span class="keyword">const</span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a7ae9e41f50c0c63c35b63086a1c22cc3">bj</a>;</div>
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<div class="line"><a id="l00043" name="l00043"></a><span class="lineno"> 43</span> </div>
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<div class="line"><a id="l00044" name="l00044"></a><span class="lineno"> 44</span> <span class="comment">// threadgroup and device memory</span></div>
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<div class="line"><a id="l00045" name="l00045"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ae048eb79f8b8d98f0fe8805c30fbb09f"> 45</a></span> threadgroup T* <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ae048eb79f8b8d98f0fe8805c30fbb09f">dst</a>;</div>
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<div class="line"><a id="l00046" name="l00046"></a><span class="lineno"> 46</span> </div>
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<div class="line"><a id="l00047" name="l00047"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02"> 47</a></span> <span class="keyword">const</span> constant <a class="code hl_struct" href="struct_m_l_x_conv_params.html">MLXConvParams<2></a>* <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>;</div>
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<div class="line"><a id="l00048" name="l00048"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ab0724eb3ef52ee773b6607f6433b9f2c"> 48</a></span> <span class="keyword">const</span> constant <a class="code hl_struct" href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html">ImplicitGemmConv2DParams</a>* <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ab0724eb3ef52ee773b6607f6433b9f2c">gemm_params</a>;</div>
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<div class="line"><a id="l00049" name="l00049"></a><span class="lineno"> 49</span> </div>
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<div class="line"><a id="l00050" name="l00050"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a3be4815d4090cb27ebe2f9bad1a39e95"> 50</a></span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a3be4815d4090cb27ebe2f9bad1a39e95">weight_h</a>;</div>
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<div class="line"><a id="l00051" name="l00051"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#add1186c7accb62bfa8a4a7e87fc4cc84"> 51</a></span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#add1186c7accb62bfa8a4a7e87fc4cc84">weight_w</a>;</div>
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<div class="line"><a id="l00052" name="l00052"></a><span class="lineno"> 52</span> </div>
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<div class="line"><a id="l00053" name="l00053"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a656a46ee27486482b45ff90b3d626255"> 53</a></span> <span class="keyword">const</span> device T* <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a656a46ee27486482b45ff90b3d626255">src</a>[<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a097c48a23e1bd7d8cf3e9d531397602f">n_rows</a>];</div>
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<div class="line"><a id="l00054" name="l00054"></a><span class="lineno"> 54</span> </div>
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<div class="line"><a id="l00055" name="l00055"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#aeb67767e2d60d5ff0279a55553f3184e"> 55</a></span> <span class="keywordtype">int</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#aeb67767e2d60d5ff0279a55553f3184e">read_n</a>[<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a097c48a23e1bd7d8cf3e9d531397602f">n_rows</a>];</div>
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<div class="line"><a id="l00056" name="l00056"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a82dd8230e1f37500f1a562177c3ad692"> 56</a></span> <span class="keywordtype">int</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a82dd8230e1f37500f1a562177c3ad692">read_ih</a>[<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a097c48a23e1bd7d8cf3e9d531397602f">n_rows</a>];</div>
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<div class="line"><a id="l00057" name="l00057"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a17550360cae0a942a9552d7a67827512"> 57</a></span> <span class="keywordtype">int</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a17550360cae0a942a9552d7a67827512">read_iw</a>[<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a097c48a23e1bd7d8cf3e9d531397602f">n_rows</a>];</div>
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<div class="line"><a id="l00058" name="l00058"></a><span class="lineno"> 58</span> </div>
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<div class="line"><a id="l00059" name="l00059"></a><span class="lineno"> 59</span> <span class="comment">/* Constructor */</span></div>
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<div class="foldopen" id="foldopen00060" data-start="{" data-end="}">
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<div class="line"><a id="l00060" name="l00060"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a8755116a535539744e4947bc69f9c50f"> 60</a></span> METAL_FUNC <a class="code hl_function" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a8755116a535539744e4947bc69f9c50f">Conv2DInputBlockLoaderLargeFilter</a>(</div>
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<div class="line"><a id="l00061" name="l00061"></a><span class="lineno"> 61</span> <span class="keyword">const</span> device T* src_,</div>
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<div class="line"><a id="l00062" name="l00062"></a><span class="lineno"> 62</span> threadgroup T* dst_,</div>
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<div class="line"><a id="l00063" name="l00063"></a><span class="lineno"> 63</span> <span class="keyword">const</span> int2 offsets,</div>
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<div class="line"><a id="l00064" name="l00064"></a><span class="lineno"> 64</span> <span class="keyword">const</span> constant <a class="code hl_struct" href="struct_m_l_x_conv_params.html">MLXConvParams<2></a>* params_,</div>
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<div class="line"><a id="l00065" name="l00065"></a><span class="lineno"> 65</span> <span class="keyword">const</span> constant <a class="code hl_struct" href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html">ImplicitGemmConv2DParams</a>* gemm_params_,</div>
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<div class="line"><a id="l00066" name="l00066"></a><span class="lineno"> 66</span> uint simd_group_id [[simdgroup_index_in_threadgroup]],</div>
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<div class="line"><a id="l00067" name="l00067"></a><span class="lineno"> 67</span> uint simd_lane_id [[thread_index_in_simdgroup]])</div>
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<div class="line"><a id="l00068" name="l00068"></a><span class="lineno"> 68</span> : <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a70da26a715135d973f88371a70255be9">thread_idx</a>(simd_group_id * 32 + simd_lane_id),</div>
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<div class="line"><a id="l00069" name="l00069"></a><span class="lineno"> 69</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a8e53b0a9951cb840d922cc285b257ee3">bi</a>(<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a70da26a715135d973f88371a70255be9">thread_idx</a> / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a0b5303f3258e0a21862dead8e3f5401e">TCOLS</a>),</div>
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<div class="line"><a id="l00070" name="l00070"></a><span class="lineno"> 70</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a7ae9e41f50c0c63c35b63086a1c22cc3">bj</a>(<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#adcc83bf6c02391cc2375e55c06a1c9a4">vec_size</a> * (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a70da26a715135d973f88371a70255be9">thread_idx</a> % <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a0b5303f3258e0a21862dead8e3f5401e">TCOLS</a>)),</div>
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<div class="line"><a id="l00071" name="l00071"></a><span class="lineno"> 71</span> dst(dst_ + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a8e53b0a9951cb840d922cc285b257ee3">bi</a> * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a91192d512e7a18c2d16a139065000959">dst_ld</a> + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a7ae9e41f50c0c63c35b63086a1c22cc3">bj</a>),</div>
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<div class="line"><a id="l00072" name="l00072"></a><span class="lineno"> 72</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>(params_),</div>
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<div class="line"><a id="l00073" name="l00073"></a><span class="lineno"> 73</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ab0724eb3ef52ee773b6607f6433b9f2c">gemm_params</a>(gemm_params_),</div>
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<div class="line"><a id="l00074" name="l00074"></a><span class="lineno"> 74</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a3be4815d4090cb27ebe2f9bad1a39e95">weight_h</a>(0),</div>
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<div class="line"><a id="l00075" name="l00075"></a><span class="lineno"> 75</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#add1186c7accb62bfa8a4a7e87fc4cc84">weight_w</a>(0) {</div>
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<div class="line"><a id="l00076" name="l00076"></a><span class="lineno"> 76</span> <span class="keywordtype">int</span> out_n_pixels = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a19ccb9fecfccdc18b6a7f0cc43adbc6e">oS</a>[0] * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a19ccb9fecfccdc18b6a7f0cc43adbc6e">oS</a>[1];</div>
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<div class="line"><a id="l00077" name="l00077"></a><span class="lineno"> 77</span> </div>
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<div class="line"><a id="l00078" name="l00078"></a><span class="lineno"> 78</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00079" name="l00079"></a><span class="lineno"> 79</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a097c48a23e1bd7d8cf3e9d531397602f">n_rows</a>; ++i) {</div>
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<div class="line"><a id="l00080" name="l00080"></a><span class="lineno"> 80</span> <span class="keywordtype">int</span> offset_nhw = offsets.y + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a8e53b0a9951cb840d922cc285b257ee3">bi</a> + i * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a2528ff5ed472e4ed35415ada42276b07">TROWS</a>;</div>
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<div class="line"><a id="l00081" name="l00081"></a><span class="lineno"> 81</span> <span class="keywordtype">int</span> n = offset_nhw / out_n_pixels;</div>
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<div class="line"><a id="l00082" name="l00082"></a><span class="lineno"> 82</span> <span class="keywordtype">int</span> hw = offset_nhw % out_n_pixels;</div>
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<div class="line"><a id="l00083" name="l00083"></a><span class="lineno"> 83</span> <span class="keywordtype">int</span> oh = hw / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a19ccb9fecfccdc18b6a7f0cc43adbc6e">oS</a>[1];</div>
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<div class="line"><a id="l00084" name="l00084"></a><span class="lineno"> 84</span> <span class="keywordtype">int</span> ow = hw % <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a19ccb9fecfccdc18b6a7f0cc43adbc6e">oS</a>[1];</div>
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<div class="line"><a id="l00085" name="l00085"></a><span class="lineno"> 85</span> </div>
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<div class="line"><a id="l00086" name="l00086"></a><span class="lineno"> 86</span> <span class="keywordtype">int</span> ih = oh * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a862191e8ab1bc8a47aa1396b36d46058">str</a>[0] - <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#ae84a9afb3a95b57e0b763bb0ebda0753">pad</a>[0];</div>
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<div class="line"><a id="l00087" name="l00087"></a><span class="lineno"> 87</span> <span class="keywordtype">int</span> iw = ow * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a862191e8ab1bc8a47aa1396b36d46058">str</a>[1] - <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#ae84a9afb3a95b57e0b763bb0ebda0753">pad</a>[1];</div>
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<div class="line"><a id="l00088" name="l00088"></a><span class="lineno"> 88</span> </div>
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<div class="line"><a id="l00089" name="l00089"></a><span class="lineno"> 89</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#aeb67767e2d60d5ff0279a55553f3184e">read_n</a>[i] = n;</div>
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<div class="line"><a id="l00090" name="l00090"></a><span class="lineno"> 90</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a82dd8230e1f37500f1a562177c3ad692">read_ih</a>[i] = ih;</div>
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<div class="line"><a id="l00091" name="l00091"></a><span class="lineno"> 91</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a17550360cae0a942a9552d7a67827512">read_iw</a>[i] = iw;</div>
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<div class="line"><a id="l00092" name="l00092"></a><span class="lineno"> 92</span> </div>
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<div class="line"><a id="l00093" name="l00093"></a><span class="lineno"> 93</span> <span class="comment">// Adjust for flip</span></div>
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<div class="line"><a id="l00094" name="l00094"></a><span class="lineno"> 94</span> <span class="keywordflow">if</span> (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a8b30cda15eda20f84f12db868f21d0ef">flip</a>) {</div>
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<div class="line"><a id="l00095" name="l00095"></a><span class="lineno"> 95</span> ih += (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">wS</a>[0] - 1) * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a7611db8f1621c7e09fc685ed44073b14">kdil</a>[0];</div>
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<div class="line"><a id="l00096" name="l00096"></a><span class="lineno"> 96</span> iw += (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">wS</a>[1] - 1) * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a7611db8f1621c7e09fc685ed44073b14">kdil</a>[1];</div>
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<div class="line"><a id="l00097" name="l00097"></a><span class="lineno"> 97</span> }</div>
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<div class="line"><a id="l00098" name="l00098"></a><span class="lineno"> 98</span> </div>
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<div class="line"><a id="l00099" name="l00099"></a><span class="lineno"> 99</span> <span class="comment">// Read from input if in bounds</span></div>
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<div class="line"><a id="l00100" name="l00100"></a><span class="lineno"> 100</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a656a46ee27486482b45ff90b3d626255">src</a>[i] = src_ + n * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#ab25eade6573784985dbea1216f9068cf">in_strides</a>[0] + ih * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#ab25eade6573784985dbea1216f9068cf">in_strides</a>[1] +</div>
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<div class="line"><a id="l00101" name="l00101"></a><span class="lineno"> 101</span> iw * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#ab25eade6573784985dbea1216f9068cf">in_strides</a>[2] + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a7ae9e41f50c0c63c35b63086a1c22cc3">bj</a>;</div>
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<div class="line"><a id="l00102" name="l00102"></a><span class="lineno"> 102</span> }</div>
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<div class="line"><a id="l00103" name="l00103"></a><span class="lineno"> 103</span> }</div>
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</div>
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<div class="line"><a id="l00104" name="l00104"></a><span class="lineno"> 104</span> </div>
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<div class="line"><a id="l00105" name="l00105"></a><span class="lineno"> 105</span> <span class="comment">/* Load from device memory into threadgroup memory - without bound checking */</span></div>
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<div class="foldopen" id="foldopen00106" data-start="{" data-end="}">
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<div class="line"><a id="l00106" name="l00106"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a961836be363409744e48e595d5e0c2ec"> 106</a></span> METAL_FUNC <span class="keywordtype">void</span> <a class="code hl_function" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a961836be363409744e48e595d5e0c2ec">load_unsafe</a>()<span class="keyword"> const </span>{</div>
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<div class="line"><a id="l00107" name="l00107"></a><span class="lineno"> 107</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00108" name="l00108"></a><span class="lineno"> 108</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0, is = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a097c48a23e1bd7d8cf3e9d531397602f">n_rows</a>; ++i, is += <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a2528ff5ed472e4ed35415ada42276b07">TROWS</a>) {</div>
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<div class="line"><a id="l00109" name="l00109"></a><span class="lineno"> 109</span> <span class="comment">// Find bounds</span></div>
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<div class="line"><a id="l00110" name="l00110"></a><span class="lineno"> 110</span> <span class="keywordtype">int</span> n = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#aeb67767e2d60d5ff0279a55553f3184e">read_n</a>[i];</div>
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<div class="line"><a id="l00111" name="l00111"></a><span class="lineno"> 111</span> <span class="keywordtype">int</span> ih = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a82dd8230e1f37500f1a562177c3ad692">read_ih</a>[i] + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a3be4815d4090cb27ebe2f9bad1a39e95">weight_h</a> * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a7611db8f1621c7e09fc685ed44073b14">kdil</a>[0];</div>
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<div class="line"><a id="l00112" name="l00112"></a><span class="lineno"> 112</span> <span class="keywordtype">int</span> iw = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a17550360cae0a942a9552d7a67827512">read_iw</a>[i] + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#add1186c7accb62bfa8a4a7e87fc4cc84">weight_w</a> * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a7611db8f1621c7e09fc685ed44073b14">kdil</a>[1];</div>
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<div class="line"><a id="l00113" name="l00113"></a><span class="lineno"> 113</span> </div>
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<div class="line"><a id="l00114" name="l00114"></a><span class="lineno"> 114</span> <span class="comment">// Read from input if in bounds</span></div>
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<div class="line"><a id="l00115" name="l00115"></a><span class="lineno"> 115</span> <span class="keywordflow">if</span> ((n < params->N) && (ih >= 0 && ih < params->iS[0]) &&</div>
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<div class="line"><a id="l00116" name="l00116"></a><span class="lineno"> 116</span> (iw >= 0 && iw < params->iS[1])) {</div>
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<div class="line"><a id="l00117" name="l00117"></a><span class="lineno"> 117</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00118" name="l00118"></a><span class="lineno"> 118</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> j = 0; j < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#adcc83bf6c02391cc2375e55c06a1c9a4">vec_size</a>; ++j) {</div>
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<div class="line"><a id="l00119" name="l00119"></a><span class="lineno"> 119</span> dst[is * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a91192d512e7a18c2d16a139065000959">dst_ld</a> + j] = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a656a46ee27486482b45ff90b3d626255">src</a>[i][j];</div>
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<div class="line"><a id="l00120" name="l00120"></a><span class="lineno"> 120</span> }</div>
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<div class="line"><a id="l00121" name="l00121"></a><span class="lineno"> 121</span> }</div>
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<div class="line"><a id="l00122" name="l00122"></a><span class="lineno"> 122</span> </div>
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<div class="line"><a id="l00123" name="l00123"></a><span class="lineno"> 123</span> <span class="comment">// Zero pad otherwise</span></div>
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<div class="line"><a id="l00124" name="l00124"></a><span class="lineno"> 124</span> <span class="keywordflow">else</span> {</div>
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<div class="line"><a id="l00125" name="l00125"></a><span class="lineno"> 125</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00126" name="l00126"></a><span class="lineno"> 126</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> j = 0; j < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#adcc83bf6c02391cc2375e55c06a1c9a4">vec_size</a>; ++j) {</div>
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<div class="line"><a id="l00127" name="l00127"></a><span class="lineno"> 127</span> dst[is * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a91192d512e7a18c2d16a139065000959">dst_ld</a> + j] = T(0);</div>
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<div class="line"><a id="l00128" name="l00128"></a><span class="lineno"> 128</span> }</div>
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<div class="line"><a id="l00129" name="l00129"></a><span class="lineno"> 129</span> }</div>
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<div class="line"><a id="l00130" name="l00130"></a><span class="lineno"> 130</span> }</div>
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<div class="line"><a id="l00131" name="l00131"></a><span class="lineno"> 131</span> }</div>
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</div>
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<div class="line"><a id="l00132" name="l00132"></a><span class="lineno"> 132</span> </div>
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<div class="line"><a id="l00133" name="l00133"></a><span class="lineno"> 133</span> <span class="comment">/* Iteration helper */</span></div>
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<div class="foldopen" id="foldopen00134" data-start="{" data-end="}">
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<div class="line"><a id="l00134" name="l00134"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a3b71f379ff9baf39830c92f4f1ecde52"> 134</a></span> METAL_FUNC <span class="keywordtype">void</span> <a class="code hl_function" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a3b71f379ff9baf39830c92f4f1ecde52">next</a>() {</div>
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<div class="line"><a id="l00135" name="l00135"></a><span class="lineno"> 135</span> <span class="keywordflow">if</span> (++weight_w < params->wS[1]) {</div>
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<div class="line"><a id="l00136" name="l00136"></a><span class="lineno"> 136</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00137" name="l00137"></a><span class="lineno"> 137</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a097c48a23e1bd7d8cf3e9d531397602f">n_rows</a>; i++) {</div>
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<div class="line"><a id="l00138" name="l00138"></a><span class="lineno"> 138</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a656a46ee27486482b45ff90b3d626255">src</a>[i] += <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ab0724eb3ef52ee773b6607f6433b9f2c">gemm_params</a>-><a class="code hl_variable" href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html#acf168c72f4a86b72b8f5f386f07c9d8c">inp_jump_w</a>;</div>
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<div class="line"><a id="l00139" name="l00139"></a><span class="lineno"> 139</span> }</div>
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<div class="line"><a id="l00140" name="l00140"></a><span class="lineno"> 140</span> </div>
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<div class="line"><a id="l00141" name="l00141"></a><span class="lineno"> 141</span> <span class="keywordflow">return</span>;</div>
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<div class="line"><a id="l00142" name="l00142"></a><span class="lineno"> 142</span> }</div>
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<div class="line"><a id="l00143" name="l00143"></a><span class="lineno"> 143</span> </div>
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<div class="line"><a id="l00144" name="l00144"></a><span class="lineno"> 144</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#add1186c7accb62bfa8a4a7e87fc4cc84">weight_w</a> = 0;</div>
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<div class="line"><a id="l00145" name="l00145"></a><span class="lineno"> 145</span> </div>
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<div class="line"><a id="l00146" name="l00146"></a><span class="lineno"> 146</span> <span class="keywordflow">if</span> (++weight_h < params->wS[0]) {</div>
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<div class="line"><a id="l00147" name="l00147"></a><span class="lineno"> 147</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00148" name="l00148"></a><span class="lineno"> 148</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a097c48a23e1bd7d8cf3e9d531397602f">n_rows</a>; i++) {</div>
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<div class="line"><a id="l00149" name="l00149"></a><span class="lineno"> 149</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a656a46ee27486482b45ff90b3d626255">src</a>[i] += <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ab0724eb3ef52ee773b6607f6433b9f2c">gemm_params</a>-><a class="code hl_variable" href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html#a03685a4066cdb11ffb647408e2c5b122">inp_jump_h</a>;</div>
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<div class="line"><a id="l00150" name="l00150"></a><span class="lineno"> 150</span> }</div>
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<div class="line"><a id="l00151" name="l00151"></a><span class="lineno"> 151</span> </div>
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<div class="line"><a id="l00152" name="l00152"></a><span class="lineno"> 152</span> <span class="keywordflow">return</span>;</div>
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<div class="line"><a id="l00153" name="l00153"></a><span class="lineno"> 153</span> }</div>
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<div class="line"><a id="l00154" name="l00154"></a><span class="lineno"> 154</span> </div>
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<div class="line"><a id="l00155" name="l00155"></a><span class="lineno"> 155</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a3be4815d4090cb27ebe2f9bad1a39e95">weight_h</a> = 0;</div>
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<div class="line"><a id="l00156" name="l00156"></a><span class="lineno"> 156</span> </div>
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<div class="line"><a id="l00157" name="l00157"></a><span class="lineno"> 157</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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|
<div class="line"><a id="l00158" name="l00158"></a><span class="lineno"> 158</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a097c48a23e1bd7d8cf3e9d531397602f">n_rows</a>; i++) {</div>
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<div class="line"><a id="l00159" name="l00159"></a><span class="lineno"> 159</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a656a46ee27486482b45ff90b3d626255">src</a>[i] += <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ab0724eb3ef52ee773b6607f6433b9f2c">gemm_params</a>-><a class="code hl_variable" href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html#a78d30e843d65d1829623afb0b607f0a5">inp_jump_c</a>;</div>
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<div class="line"><a id="l00160" name="l00160"></a><span class="lineno"> 160</span> }</div>
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<div class="line"><a id="l00161" name="l00161"></a><span class="lineno"> 161</span> }</div>
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</div>
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|
<div class="line"><a id="l00162" name="l00162"></a><span class="lineno"> 162</span>};</div>
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</div>
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<div class="line"><a id="l00163" name="l00163"></a><span class="lineno"> 163</span> </div>
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<div class="line"><a id="l00164" name="l00164"></a><span class="lineno"> 164</span><span class="keyword">template</span> <</div>
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<div class="line"><a id="l00165" name="l00165"></a><span class="lineno"> 165</span> <span class="keyword">typename</span> T,</div>
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<div class="line"><a id="l00166" name="l00166"></a><span class="lineno"> 166</span> <span class="keywordtype">short</span> BM,</div>
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<div class="line"><a id="l00167" name="l00167"></a><span class="lineno"> 167</span> <span class="keywordtype">short</span> BN,</div>
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<div class="line"><a id="l00168" name="l00168"></a><span class="lineno"> 168</span> <span class="keywordtype">short</span> BK,</div>
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<div class="line"><a id="l00169" name="l00169"></a><span class="lineno"> 169</span> <span class="keywordtype">short</span> tgp_size,</div>
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<div class="line"><a id="l00170" name="l00170"></a><span class="lineno"> 170</span> <span class="keywordtype">short</span> tgp_padding = 0></div>
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<div class="foldopen" id="foldopen00171" data-start="{" data-end="};">
|
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<div class="line"><a id="l00171" name="l00171"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html"> 171</a></span><span class="keyword">struct </span><a class="code hl_struct" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html">Conv2DInputBlockLoaderSmallFilter</a> {</div>
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<div class="line"><a id="l00172" name="l00172"></a><span class="lineno"> 172</span> <span class="comment">// Destination dimensions</span></div>
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<div class="line"><a id="l00173" name="l00173"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a10591ea957605a9c662f93d59ff3410d"> 173</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_conv2_d_input_block_loader_small_filter.html#a10591ea957605a9c662f93d59ff3410d">BROWS</a> = BM;</div>
|
|
<div class="line"><a id="l00174" name="l00174"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ac3b40db720055350bba59d614ea1dd79"> 174</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_conv2_d_input_block_loader_small_filter.html#ac3b40db720055350bba59d614ea1dd79">BCOLS</a> = BK;</div>
|
|
<div class="line"><a id="l00175" name="l00175"></a><span class="lineno"> 175</span> </div>
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<div class="line"><a id="l00176" name="l00176"></a><span class="lineno"> 176</span> <span class="comment">// Read dimensions</span></div>
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|
<div class="line"><a id="l00177" name="l00177"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a9e59da7e4436e61b2d3c3f982355910b"> 177</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_conv2_d_input_block_loader_small_filter.html#a9e59da7e4436e61b2d3c3f982355910b">dst_ld</a> = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ac3b40db720055350bba59d614ea1dd79">BCOLS</a> + tgp_padding;</div>
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|
<div class="line"><a id="l00178" name="l00178"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a71c313e1597a2bb99f7b07d434e119d2"> 178</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_conv2_d_input_block_loader_small_filter.html#a71c313e1597a2bb99f7b07d434e119d2">vec_size</a> = tgp_size / (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a10591ea957605a9c662f93d59ff3410d">BROWS</a> * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ac3b40db720055350bba59d614ea1dd79">BCOLS</a>) >= 8 ? 8 : 4;</div>
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|
<div class="line"><a id="l00179" name="l00179"></a><span class="lineno"> 179</span> </div>
|
|
<div class="line"><a id="l00180" name="l00180"></a><span class="lineno"> 180</span> <span class="comment">// Thread read shape</span></div>
|
|
<div class="line"><a id="l00181" name="l00181"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a5adbd51e9adb6f7853724d83de4ff755"> 181</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_conv2_d_input_block_loader_small_filter.html#a5adbd51e9adb6f7853724d83de4ff755">TCOLS</a> = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ac3b40db720055350bba59d614ea1dd79">BCOLS</a> / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a71c313e1597a2bb99f7b07d434e119d2">vec_size</a>;</div>
|
|
<div class="line"><a id="l00182" name="l00182"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3957fb263fe040fe70683fd1d7b06487"> 182</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_conv2_d_input_block_loader_small_filter.html#a3957fb263fe040fe70683fd1d7b06487">TROWS</a> = tgp_size / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a5adbd51e9adb6f7853724d83de4ff755">TCOLS</a>;</div>
|
|
<div class="line"><a id="l00183" name="l00183"></a><span class="lineno"> 183</span> </div>
|
|
<div class="line"><a id="l00184" name="l00184"></a><span class="lineno"> 184</span> <span class="comment">// Rows / strided reads within the block</span></div>
|
|
<div class="line"><a id="l00185" name="l00185"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8"> 185</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_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a> = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a10591ea957605a9c662f93d59ff3410d">BROWS</a> / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3957fb263fe040fe70683fd1d7b06487">TROWS</a>;</div>
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<div class="line"><a id="l00186" name="l00186"></a><span class="lineno"> 186</span> </div>
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<div class="line"><a id="l00187" name="l00187"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a270ab3da7c98a12525a59952742cc97d"> 187</a></span> <span class="keyword">using </span><a class="code hl_typedef" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a270ab3da7c98a12525a59952742cc97d">mask_t</a> = short;</div>
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<div class="line"><a id="l00188" name="l00188"></a><span class="lineno"> 188</span> </div>
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<div class="line"><a id="l00189" name="l00189"></a><span class="lineno"> 189</span> <span class="comment">// Thread location indices</span></div>
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<div class="line"><a id="l00190" name="l00190"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ac18de37cde1459595bfe18b0d5ef146d"> 190</a></span> <span class="keyword">const</span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ac18de37cde1459595bfe18b0d5ef146d">thread_idx</a>;</div>
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<div class="line"><a id="l00191" name="l00191"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ae3af75287f279d2cdeef189126740d4c"> 191</a></span> <span class="keyword">const</span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ae3af75287f279d2cdeef189126740d4c">bi</a>;</div>
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<div class="line"><a id="l00192" name="l00192"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a6fd3dd7b74d91609fa9dd61c657a0e32"> 192</a></span> <span class="keyword">const</span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a6fd3dd7b74d91609fa9dd61c657a0e32">bj</a>;</div>
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<div class="line"><a id="l00193" name="l00193"></a><span class="lineno"> 193</span> </div>
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<div class="line"><a id="l00194" name="l00194"></a><span class="lineno"> 194</span> <span class="comment">// threadgroup and device memory</span></div>
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<div class="line"><a id="l00195" name="l00195"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a8598bf23a2bce6af13c876cbfa76449f"> 195</a></span> threadgroup T* <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a8598bf23a2bce6af13c876cbfa76449f">dst</a>;</div>
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<div class="line"><a id="l00196" name="l00196"></a><span class="lineno"> 196</span> </div>
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<div class="line"><a id="l00197" name="l00197"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee"> 197</a></span> <span class="keyword">const</span> constant <a class="code hl_struct" href="struct_m_l_x_conv_params.html">MLXConvParams<2></a>* <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>;</div>
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<div class="line"><a id="l00198" name="l00198"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#acc778b3c0b7ec38a43e8ea943df8704c"> 198</a></span> <span class="keyword">const</span> constant <a class="code hl_struct" href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html">ImplicitGemmConv2DParams</a>* <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#acc778b3c0b7ec38a43e8ea943df8704c">gemm_params</a>;</div>
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<div class="line"><a id="l00199" name="l00199"></a><span class="lineno"> 199</span> </div>
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<div class="line"><a id="l00200" name="l00200"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a366c3cee4ed1165545287c8d5ce49445"> 200</a></span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a366c3cee4ed1165545287c8d5ce49445">weight_h</a>;</div>
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<div class="line"><a id="l00201" name="l00201"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4744bd79fb05e81eaa53d2eabe017446"> 201</a></span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4744bd79fb05e81eaa53d2eabe017446">weight_w</a>;</div>
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<div class="line"><a id="l00202" name="l00202"></a><span class="lineno"> 202</span> </div>
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<div class="line"><a id="l00203" name="l00203"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a57552e9cfbafad71d47b2f3a8e027bdf"> 203</a></span> <span class="keyword">const</span> device T* <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a57552e9cfbafad71d47b2f3a8e027bdf">src</a>[<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>];</div>
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<div class="line"><a id="l00204" name="l00204"></a><span class="lineno"> 204</span> </div>
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<div class="line"><a id="l00205" name="l00205"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a0b892c1a7edb9ed20c076d8945855c19"> 205</a></span> <a class="code hl_typedef" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a270ab3da7c98a12525a59952742cc97d">mask_t</a> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a0b892c1a7edb9ed20c076d8945855c19">mask_h</a>[<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>];</div>
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<div class="line"><a id="l00206" name="l00206"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a19ddba7259c3c2c02ed90f3f635557be"> 206</a></span> <a class="code hl_typedef" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a270ab3da7c98a12525a59952742cc97d">mask_t</a> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a19ddba7259c3c2c02ed90f3f635557be">mask_w</a>[<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>];</div>
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<div class="line"><a id="l00207" name="l00207"></a><span class="lineno"> 207</span> </div>
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<div class="line"><a id="l00208" name="l00208"></a><span class="lineno"> 208</span> <span class="comment">/* Constructor */</span></div>
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<div class="foldopen" id="foldopen00209" data-start="{" data-end="}">
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<div class="line"><a id="l00209" name="l00209"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a0a2cbf57c51cd928722e3f06aafcf933"> 209</a></span> METAL_FUNC <a class="code hl_function" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a0a2cbf57c51cd928722e3f06aafcf933">Conv2DInputBlockLoaderSmallFilter</a>(</div>
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<div class="line"><a id="l00210" name="l00210"></a><span class="lineno"> 210</span> <span class="keyword">const</span> device T* src_,</div>
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<div class="line"><a id="l00211" name="l00211"></a><span class="lineno"> 211</span> threadgroup T* dst_,</div>
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<div class="line"><a id="l00212" name="l00212"></a><span class="lineno"> 212</span> <span class="keyword">const</span> int2 offsets,</div>
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<div class="line"><a id="l00213" name="l00213"></a><span class="lineno"> 213</span> <span class="keyword">const</span> constant <a class="code hl_struct" href="struct_m_l_x_conv_params.html">MLXConvParams<2></a>* params_,</div>
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<div class="line"><a id="l00214" name="l00214"></a><span class="lineno"> 214</span> <span class="keyword">const</span> constant <a class="code hl_struct" href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html">ImplicitGemmConv2DParams</a>* gemm_params_,</div>
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<div class="line"><a id="l00215" name="l00215"></a><span class="lineno"> 215</span> uint simd_group_id [[simdgroup_index_in_threadgroup]],</div>
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<div class="line"><a id="l00216" name="l00216"></a><span class="lineno"> 216</span> uint simd_lane_id [[thread_index_in_simdgroup]])</div>
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<div class="line"><a id="l00217" name="l00217"></a><span class="lineno"> 217</span> : <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ac18de37cde1459595bfe18b0d5ef146d">thread_idx</a>(simd_group_id * 32 + simd_lane_id),</div>
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<div class="line"><a id="l00218" name="l00218"></a><span class="lineno"> 218</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ae3af75287f279d2cdeef189126740d4c">bi</a>(<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ac18de37cde1459595bfe18b0d5ef146d">thread_idx</a> / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a5adbd51e9adb6f7853724d83de4ff755">TCOLS</a>),</div>
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<div class="line"><a id="l00219" name="l00219"></a><span class="lineno"> 219</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a6fd3dd7b74d91609fa9dd61c657a0e32">bj</a>(<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a71c313e1597a2bb99f7b07d434e119d2">vec_size</a> * (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ac18de37cde1459595bfe18b0d5ef146d">thread_idx</a> % <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a5adbd51e9adb6f7853724d83de4ff755">TCOLS</a>)),</div>
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<div class="line"><a id="l00220" name="l00220"></a><span class="lineno"> 220</span> dst(dst_ + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ae3af75287f279d2cdeef189126740d4c">bi</a> * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a9e59da7e4436e61b2d3c3f982355910b">dst_ld</a> + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a6fd3dd7b74d91609fa9dd61c657a0e32">bj</a>),</div>
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<div class="line"><a id="l00221" name="l00221"></a><span class="lineno"> 221</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>(params_),</div>
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<div class="line"><a id="l00222" name="l00222"></a><span class="lineno"> 222</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#acc778b3c0b7ec38a43e8ea943df8704c">gemm_params</a>(gemm_params_),</div>
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<div class="line"><a id="l00223" name="l00223"></a><span class="lineno"> 223</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a366c3cee4ed1165545287c8d5ce49445">weight_h</a>(0),</div>
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<div class="line"><a id="l00224" name="l00224"></a><span class="lineno"> 224</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4744bd79fb05e81eaa53d2eabe017446">weight_w</a>(0) {</div>
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<div class="line"><a id="l00225" name="l00225"></a><span class="lineno"> 225</span> <span class="keywordtype">int</span> out_n_pixels = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a19ccb9fecfccdc18b6a7f0cc43adbc6e">oS</a>[0] * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a19ccb9fecfccdc18b6a7f0cc43adbc6e">oS</a>[1];</div>
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<div class="line"><a id="l00226" name="l00226"></a><span class="lineno"> 226</span> </div>
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<div class="line"><a id="l00227" name="l00227"></a><span class="lineno"> 227</span> <span class="keywordtype">int</span> read_n[<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>];</div>
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<div class="line"><a id="l00228" name="l00228"></a><span class="lineno"> 228</span> <span class="keywordtype">int</span> read_ih[<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>];</div>
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<div class="line"><a id="l00229" name="l00229"></a><span class="lineno"> 229</span> <span class="keywordtype">int</span> read_iw[<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>];</div>
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<div class="line"><a id="l00230" name="l00230"></a><span class="lineno"> 230</span> </div>
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<div class="line"><a id="l00231" name="l00231"></a><span class="lineno"> 231</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00232" name="l00232"></a><span class="lineno"> 232</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>; ++i) {</div>
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<div class="line"><a id="l00233" name="l00233"></a><span class="lineno"> 233</span> <span class="keywordtype">int</span> offset_nhw = offsets.y + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ae3af75287f279d2cdeef189126740d4c">bi</a> + i * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3957fb263fe040fe70683fd1d7b06487">TROWS</a>;</div>
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<div class="line"><a id="l00234" name="l00234"></a><span class="lineno"> 234</span> <span class="keywordtype">int</span> n = offset_nhw / out_n_pixels;</div>
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<div class="line"><a id="l00235" name="l00235"></a><span class="lineno"> 235</span> <span class="keywordtype">int</span> hw = offset_nhw % out_n_pixels;</div>
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<div class="line"><a id="l00236" name="l00236"></a><span class="lineno"> 236</span> <span class="keywordtype">int</span> oh = hw / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a19ccb9fecfccdc18b6a7f0cc43adbc6e">oS</a>[1];</div>
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<div class="line"><a id="l00237" name="l00237"></a><span class="lineno"> 237</span> <span class="keywordtype">int</span> ow = hw % <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a19ccb9fecfccdc18b6a7f0cc43adbc6e">oS</a>[1];</div>
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<div class="line"><a id="l00238" name="l00238"></a><span class="lineno"> 238</span> </div>
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<div class="line"><a id="l00239" name="l00239"></a><span class="lineno"> 239</span> <span class="keywordtype">int</span> ih = oh * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a862191e8ab1bc8a47aa1396b36d46058">str</a>[0] - <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#ae84a9afb3a95b57e0b763bb0ebda0753">pad</a>[0];</div>
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<div class="line"><a id="l00240" name="l00240"></a><span class="lineno"> 240</span> <span class="keywordtype">int</span> iw = ow * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a862191e8ab1bc8a47aa1396b36d46058">str</a>[1] - <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#ae84a9afb3a95b57e0b763bb0ebda0753">pad</a>[1];</div>
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<div class="line"><a id="l00241" name="l00241"></a><span class="lineno"> 241</span> </div>
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<div class="line"><a id="l00242" name="l00242"></a><span class="lineno"> 242</span> read_n[i] = n;</div>
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<div class="line"><a id="l00243" name="l00243"></a><span class="lineno"> 243</span> read_ih[i] = ih;</div>
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<div class="line"><a id="l00244" name="l00244"></a><span class="lineno"> 244</span> read_iw[i] = iw;</div>
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<div class="line"><a id="l00245" name="l00245"></a><span class="lineno"> 245</span> </div>
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<div class="line"><a id="l00246" name="l00246"></a><span class="lineno"> 246</span> <span class="comment">// Adjust for flip</span></div>
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<div class="line"><a id="l00247" name="l00247"></a><span class="lineno"> 247</span> <span class="keywordflow">if</span> (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a8b30cda15eda20f84f12db868f21d0ef">flip</a>) {</div>
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<div class="line"><a id="l00248" name="l00248"></a><span class="lineno"> 248</span> ih += (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">wS</a>[0] - 1) * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a7611db8f1621c7e09fc685ed44073b14">kdil</a>[0];</div>
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<div class="line"><a id="l00249" name="l00249"></a><span class="lineno"> 249</span> iw += (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">wS</a>[1] - 1) * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a7611db8f1621c7e09fc685ed44073b14">kdil</a>[1];</div>
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<div class="line"><a id="l00250" name="l00250"></a><span class="lineno"> 250</span> }</div>
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<div class="line"><a id="l00251" name="l00251"></a><span class="lineno"> 251</span> </div>
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<div class="line"><a id="l00252" name="l00252"></a><span class="lineno"> 252</span> <span class="comment">// Read from input if in bounds</span></div>
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<div class="line"><a id="l00253" name="l00253"></a><span class="lineno"> 253</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a57552e9cfbafad71d47b2f3a8e027bdf">src</a>[i] = src_ + n * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#ab25eade6573784985dbea1216f9068cf">in_strides</a>[0] + ih * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#ab25eade6573784985dbea1216f9068cf">in_strides</a>[1] +</div>
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<div class="line"><a id="l00254" name="l00254"></a><span class="lineno"> 254</span> iw * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#ab25eade6573784985dbea1216f9068cf">in_strides</a>[2] + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a6fd3dd7b74d91609fa9dd61c657a0e32">bj</a>;</div>
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<div class="line"><a id="l00255" name="l00255"></a><span class="lineno"> 255</span> }</div>
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<div class="line"><a id="l00256" name="l00256"></a><span class="lineno"> 256</span> </div>
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<div class="line"><a id="l00257" name="l00257"></a><span class="lineno"> 257</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00258" name="l00258"></a><span class="lineno"> 258</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>; ++i) {</div>
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<div class="line"><a id="l00259" name="l00259"></a><span class="lineno"> 259</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a0b892c1a7edb9ed20c076d8945855c19">mask_h</a>[i] = 0;</div>
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<div class="line"><a id="l00260" name="l00260"></a><span class="lineno"> 260</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a19ddba7259c3c2c02ed90f3f635557be">mask_w</a>[i] = 0;</div>
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<div class="line"><a id="l00261" name="l00261"></a><span class="lineno"> 261</span> }</div>
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<div class="line"><a id="l00262" name="l00262"></a><span class="lineno"> 262</span> </div>
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<div class="line"><a id="l00263" name="l00263"></a><span class="lineno"> 263</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> kh = 0; kh < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">wS</a>[0]; kh++) {</div>
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<div class="line"><a id="l00264" name="l00264"></a><span class="lineno"> 264</span> <span class="keywordtype">short</span> flip_h = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a8b30cda15eda20f84f12db868f21d0ef">flip</a> ? <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">wS</a>[0] - kh - 1 : kh;</div>
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<div class="line"><a id="l00265" name="l00265"></a><span class="lineno"> 265</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00266" name="l00266"></a><span class="lineno"> 266</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>; ++i) {</div>
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<div class="line"><a id="l00267" name="l00267"></a><span class="lineno"> 267</span> <span class="keywordtype">int</span> n = read_n[i];</div>
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<div class="line"><a id="l00268" name="l00268"></a><span class="lineno"> 268</span> <span class="keywordtype">int</span> ih = read_ih[i] + flip_h * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a7611db8f1621c7e09fc685ed44073b14">kdil</a>[0];</div>
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<div class="line"><a id="l00269" name="l00269"></a><span class="lineno"> 269</span> </div>
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<div class="line"><a id="l00270" name="l00270"></a><span class="lineno"> 270</span> <span class="keywordtype">bool</span> in_bounds = n < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#ae6b7054dc3cffa8e6aedeb29fa7da932">N</a> && ih >= 0 && ih < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a72e1c3b4da0f70622cf18036bbf97fe6">iS</a>[0];</div>
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<div class="line"><a id="l00271" name="l00271"></a><span class="lineno"> 271</span> </div>
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<div class="line"><a id="l00272" name="l00272"></a><span class="lineno"> 272</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a0b892c1a7edb9ed20c076d8945855c19">mask_h</a>[i] |= (in_bounds << kh);</div>
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<div class="line"><a id="l00273" name="l00273"></a><span class="lineno"> 273</span> }</div>
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<div class="line"><a id="l00274" name="l00274"></a><span class="lineno"> 274</span> }</div>
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<div class="line"><a id="l00275" name="l00275"></a><span class="lineno"> 275</span> </div>
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<div class="line"><a id="l00276" name="l00276"></a><span class="lineno"> 276</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> kw = 0; kw < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">wS</a>[1]; kw++) {</div>
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<div class="line"><a id="l00277" name="l00277"></a><span class="lineno"> 277</span> <span class="keywordtype">short</span> flip_w = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a8b30cda15eda20f84f12db868f21d0ef">flip</a> ? <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">wS</a>[1] - kw - 1 : kw;</div>
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<div class="line"><a id="l00278" name="l00278"></a><span class="lineno"> 278</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00279" name="l00279"></a><span class="lineno"> 279</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>; ++i) {</div>
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<div class="line"><a id="l00280" name="l00280"></a><span class="lineno"> 280</span> <span class="keywordtype">int</span> iw = read_iw[i] + flip_w * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a7611db8f1621c7e09fc685ed44073b14">kdil</a>[1];</div>
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<div class="line"><a id="l00281" name="l00281"></a><span class="lineno"> 281</span> </div>
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<div class="line"><a id="l00282" name="l00282"></a><span class="lineno"> 282</span> <span class="keywordtype">bool</span> in_bounds = iw >= 0 && iw < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a72e1c3b4da0f70622cf18036bbf97fe6">iS</a>[1];</div>
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<div class="line"><a id="l00283" name="l00283"></a><span class="lineno"> 283</span> </div>
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<div class="line"><a id="l00284" name="l00284"></a><span class="lineno"> 284</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a19ddba7259c3c2c02ed90f3f635557be">mask_w</a>[i] |= (in_bounds << kw);</div>
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<div class="line"><a id="l00285" name="l00285"></a><span class="lineno"> 285</span> }</div>
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<div class="line"><a id="l00286" name="l00286"></a><span class="lineno"> 286</span> }</div>
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<div class="line"><a id="l00287" name="l00287"></a><span class="lineno"> 287</span> }</div>
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</div>
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<div class="line"><a id="l00288" name="l00288"></a><span class="lineno"> 288</span> </div>
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<div class="line"><a id="l00289" name="l00289"></a><span class="lineno"> 289</span> <span class="comment">/* Load from device memory into threadgroup memory - without bound checking */</span></div>
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<div class="foldopen" id="foldopen00290" data-start="{" data-end="}">
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<div class="line"><a id="l00290" name="l00290"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a8034abc10483487fc94313e3674d1111"> 290</a></span> METAL_FUNC <span class="keywordtype">void</span> <a class="code hl_function" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a8034abc10483487fc94313e3674d1111">load_unsafe</a>()<span class="keyword"> const </span>{</div>
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<div class="line"><a id="l00291" name="l00291"></a><span class="lineno"> 291</span> <a class="code hl_typedef" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a270ab3da7c98a12525a59952742cc97d">mask_t</a> h_mask = <a class="code hl_typedef" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a270ab3da7c98a12525a59952742cc97d">mask_t</a>(1) << <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a366c3cee4ed1165545287c8d5ce49445">weight_h</a>;</div>
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<div class="line"><a id="l00292" name="l00292"></a><span class="lineno"> 292</span> <a class="code hl_typedef" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a270ab3da7c98a12525a59952742cc97d">mask_t</a> w_mask = <a class="code hl_typedef" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a270ab3da7c98a12525a59952742cc97d">mask_t</a>(1) << <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4744bd79fb05e81eaa53d2eabe017446">weight_w</a>;</div>
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<div class="line"><a id="l00293" name="l00293"></a><span class="lineno"> 293</span> </div>
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<div class="line"><a id="l00294" name="l00294"></a><span class="lineno"> 294</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00295" name="l00295"></a><span class="lineno"> 295</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0, is = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>; ++i, is += <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3957fb263fe040fe70683fd1d7b06487">TROWS</a>) {</div>
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<div class="line"><a id="l00296" name="l00296"></a><span class="lineno"> 296</span> <span class="comment">// Read from input if in bounds</span></div>
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<div class="line"><a id="l00297" name="l00297"></a><span class="lineno"> 297</span> <span class="keywordflow">if</span> ((<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a0b892c1a7edb9ed20c076d8945855c19">mask_h</a>[i] & h_mask) && (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a19ddba7259c3c2c02ed90f3f635557be">mask_w</a>[i] & w_mask)) {</div>
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<div class="line"><a id="l00298" name="l00298"></a><span class="lineno"> 298</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00299" name="l00299"></a><span class="lineno"> 299</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> j = 0; j < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a71c313e1597a2bb99f7b07d434e119d2">vec_size</a>; ++j) {</div>
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<div class="line"><a id="l00300" name="l00300"></a><span class="lineno"> 300</span> dst[is * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a9e59da7e4436e61b2d3c3f982355910b">dst_ld</a> + j] = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a57552e9cfbafad71d47b2f3a8e027bdf">src</a>[i][j];</div>
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<div class="line"><a id="l00301" name="l00301"></a><span class="lineno"> 301</span> }</div>
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<div class="line"><a id="l00302" name="l00302"></a><span class="lineno"> 302</span> }</div>
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<div class="line"><a id="l00303" name="l00303"></a><span class="lineno"> 303</span> </div>
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<div class="line"><a id="l00304" name="l00304"></a><span class="lineno"> 304</span> <span class="comment">// Zero pad otherwise</span></div>
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<div class="line"><a id="l00305" name="l00305"></a><span class="lineno"> 305</span> <span class="keywordflow">else</span> {</div>
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<div class="line"><a id="l00306" name="l00306"></a><span class="lineno"> 306</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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|
<div class="line"><a id="l00307" name="l00307"></a><span class="lineno"> 307</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> j = 0; j < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a71c313e1597a2bb99f7b07d434e119d2">vec_size</a>; ++j) {</div>
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<div class="line"><a id="l00308" name="l00308"></a><span class="lineno"> 308</span> dst[is * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a9e59da7e4436e61b2d3c3f982355910b">dst_ld</a> + j] = T(0);</div>
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<div class="line"><a id="l00309" name="l00309"></a><span class="lineno"> 309</span> }</div>
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<div class="line"><a id="l00310" name="l00310"></a><span class="lineno"> 310</span> }</div>
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<div class="line"><a id="l00311" name="l00311"></a><span class="lineno"> 311</span> }</div>
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<div class="line"><a id="l00312" name="l00312"></a><span class="lineno"> 312</span> }</div>
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</div>
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<div class="line"><a id="l00313" name="l00313"></a><span class="lineno"> 313</span> </div>
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<div class="line"><a id="l00314" name="l00314"></a><span class="lineno"> 314</span> <span class="comment">/* Iteration helper */</span></div>
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<div class="foldopen" id="foldopen00315" data-start="{" data-end="}">
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<div class="line"><a id="l00315" name="l00315"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a78d2b0098311a278be8394edbd5fc731"> 315</a></span> METAL_FUNC <span class="keywordtype">void</span> <a class="code hl_function" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a78d2b0098311a278be8394edbd5fc731">next</a>() {</div>
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<div class="line"><a id="l00316" name="l00316"></a><span class="lineno"> 316</span> <span class="keywordflow">if</span> (++weight_w < params->wS[1]) {</div>
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<div class="line"><a id="l00317" name="l00317"></a><span class="lineno"> 317</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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|
<div class="line"><a id="l00318" name="l00318"></a><span class="lineno"> 318</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>; i++) {</div>
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<div class="line"><a id="l00319" name="l00319"></a><span class="lineno"> 319</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a57552e9cfbafad71d47b2f3a8e027bdf">src</a>[i] += <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#acc778b3c0b7ec38a43e8ea943df8704c">gemm_params</a>-><a class="code hl_variable" href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html#acf168c72f4a86b72b8f5f386f07c9d8c">inp_jump_w</a>;</div>
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|
<div class="line"><a id="l00320" name="l00320"></a><span class="lineno"> 320</span> }</div>
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<div class="line"><a id="l00321" name="l00321"></a><span class="lineno"> 321</span> </div>
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<div class="line"><a id="l00322" name="l00322"></a><span class="lineno"> 322</span> <span class="keywordflow">return</span>;</div>
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<div class="line"><a id="l00323" name="l00323"></a><span class="lineno"> 323</span> }</div>
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<div class="line"><a id="l00324" name="l00324"></a><span class="lineno"> 324</span> </div>
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<div class="line"><a id="l00325" name="l00325"></a><span class="lineno"> 325</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4744bd79fb05e81eaa53d2eabe017446">weight_w</a> = 0;</div>
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|
<div class="line"><a id="l00326" name="l00326"></a><span class="lineno"> 326</span> </div>
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<div class="line"><a id="l00327" name="l00327"></a><span class="lineno"> 327</span> <span class="keywordflow">if</span> (++weight_h < params->wS[0]) {</div>
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<div class="line"><a id="l00328" name="l00328"></a><span class="lineno"> 328</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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|
<div class="line"><a id="l00329" name="l00329"></a><span class="lineno"> 329</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>; i++) {</div>
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|
<div class="line"><a id="l00330" name="l00330"></a><span class="lineno"> 330</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a57552e9cfbafad71d47b2f3a8e027bdf">src</a>[i] += <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#acc778b3c0b7ec38a43e8ea943df8704c">gemm_params</a>-><a class="code hl_variable" href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html#a03685a4066cdb11ffb647408e2c5b122">inp_jump_h</a>;</div>
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|
<div class="line"><a id="l00331" name="l00331"></a><span class="lineno"> 331</span> }</div>
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<div class="line"><a id="l00332" name="l00332"></a><span class="lineno"> 332</span> </div>
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|
<div class="line"><a id="l00333" name="l00333"></a><span class="lineno"> 333</span> <span class="keywordflow">return</span>;</div>
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|
<div class="line"><a id="l00334" name="l00334"></a><span class="lineno"> 334</span> }</div>
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|
<div class="line"><a id="l00335" name="l00335"></a><span class="lineno"> 335</span> </div>
|
|
<div class="line"><a id="l00336" name="l00336"></a><span class="lineno"> 336</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a366c3cee4ed1165545287c8d5ce49445">weight_h</a> = 0;</div>
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|
<div class="line"><a id="l00337" name="l00337"></a><span class="lineno"> 337</span> </div>
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|
<div class="line"><a id="l00338" name="l00338"></a><span class="lineno"> 338</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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|
<div class="line"><a id="l00339" name="l00339"></a><span class="lineno"> 339</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">n_rows</a>; i++) {</div>
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|
<div class="line"><a id="l00340" name="l00340"></a><span class="lineno"> 340</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a57552e9cfbafad71d47b2f3a8e027bdf">src</a>[i] += <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#acc778b3c0b7ec38a43e8ea943df8704c">gemm_params</a>-><a class="code hl_variable" href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html#a78d30e843d65d1829623afb0b607f0a5">inp_jump_c</a>;</div>
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|
<div class="line"><a id="l00341" name="l00341"></a><span class="lineno"> 341</span> }</div>
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|
<div class="line"><a id="l00342" name="l00342"></a><span class="lineno"> 342</span> }</div>
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|
</div>
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|
<div class="line"><a id="l00343" name="l00343"></a><span class="lineno"> 343</span>};</div>
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|
</div>
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|
<div class="line"><a id="l00344" name="l00344"></a><span class="lineno"> 344</span> </div>
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|
<div class="line"><a id="l00345" name="l00345"></a><span class="lineno"> 345</span><span class="keyword">template</span> <</div>
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|
<div class="line"><a id="l00346" name="l00346"></a><span class="lineno"> 346</span> <span class="keyword">typename</span> T,</div>
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|
<div class="line"><a id="l00347" name="l00347"></a><span class="lineno"> 347</span> <span class="keywordtype">short</span> BM,</div>
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|
<div class="line"><a id="l00348" name="l00348"></a><span class="lineno"> 348</span> <span class="keywordtype">short</span> BN,</div>
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|
<div class="line"><a id="l00349" name="l00349"></a><span class="lineno"> 349</span> <span class="keywordtype">short</span> BK,</div>
|
|
<div class="line"><a id="l00350" name="l00350"></a><span class="lineno"> 350</span> <span class="keywordtype">short</span> tgp_size,</div>
|
|
<div class="line"><a id="l00351" name="l00351"></a><span class="lineno"> 351</span> <span class="keywordtype">short</span> tgp_padding = 0></div>
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|
<div class="foldopen" id="foldopen00352" data-start="{" data-end="};">
|
|
<div class="line"><a id="l00352" name="l00352"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html"> 352</a></span><span class="keyword">struct </span><a class="code hl_struct" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html">Conv2DWeightBlockLoader</a> {</div>
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|
<div class="line"><a id="l00353" name="l00353"></a><span class="lineno"> 353</span> <span class="comment">// Destination dimensions</span></div>
|
|
<div class="line"><a id="l00354" name="l00354"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ae9b86b05b23153ea1abaeead456c491c"> 354</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_conv2_d_weight_block_loader.html#ae9b86b05b23153ea1abaeead456c491c">BROWS</a> = BN;</div>
|
|
<div class="line"><a id="l00355" name="l00355"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a86519729ef0561686bb86e474c95b93d"> 355</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_conv2_d_weight_block_loader.html#a86519729ef0561686bb86e474c95b93d">BCOLS</a> = BK;</div>
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|
<div class="line"><a id="l00356" name="l00356"></a><span class="lineno"> 356</span> </div>
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|
<div class="line"><a id="l00357" name="l00357"></a><span class="lineno"> 357</span> <span class="comment">// Read dimensions</span></div>
|
|
<div class="line"><a id="l00358" name="l00358"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a0ff5a6d503e0bbac4634030a75ab818d"> 358</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_conv2_d_weight_block_loader.html#a0ff5a6d503e0bbac4634030a75ab818d">dst_ld</a> = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a86519729ef0561686bb86e474c95b93d">BCOLS</a> + tgp_padding;</div>
|
|
<div class="line"><a id="l00359" name="l00359"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a10109dc9553207f5a365799e4969c6d2"> 359</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_conv2_d_weight_block_loader.html#a10109dc9553207f5a365799e4969c6d2">vec_size</a> =</div>
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|
<div class="line"><a id="l00360" name="l00360"></a><span class="lineno"> 360</span> (BN == 8) ? 1 : (tgp_size / (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ae9b86b05b23153ea1abaeead456c491c">BROWS</a> * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a86519729ef0561686bb86e474c95b93d">BCOLS</a>) >= 8 ? 8 : 4);</div>
|
|
<div class="line"><a id="l00361" name="l00361"></a><span class="lineno"> 361</span> </div>
|
|
<div class="line"><a id="l00362" name="l00362"></a><span class="lineno"> 362</span> <span class="comment">// Thread read shape</span></div>
|
|
<div class="line"><a id="l00363" name="l00363"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a80cb90674f839d5d4ecfde384fa0a7a2"> 363</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_conv2_d_weight_block_loader.html#a80cb90674f839d5d4ecfde384fa0a7a2">TCOLS</a> = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a86519729ef0561686bb86e474c95b93d">BCOLS</a> / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a10109dc9553207f5a365799e4969c6d2">vec_size</a>;</div>
|
|
<div class="line"><a id="l00364" name="l00364"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a94f0ce5bb7d87bc1fb6a7c2ba2b892d4"> 364</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_conv2_d_weight_block_loader.html#a94f0ce5bb7d87bc1fb6a7c2ba2b892d4">TROWS</a> = tgp_size / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a80cb90674f839d5d4ecfde384fa0a7a2">TCOLS</a>;</div>
|
|
<div class="line"><a id="l00365" name="l00365"></a><span class="lineno"> 365</span> </div>
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|
<div class="line"><a id="l00366" name="l00366"></a><span class="lineno"> 366</span> <span class="comment">// Rows / strided reads within the block</span></div>
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|
<div class="line"><a id="l00367" name="l00367"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a593ec140370d53f8c968f6240116d38b"> 367</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_conv2_d_weight_block_loader.html#a593ec140370d53f8c968f6240116d38b">n_rows</a> = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ae9b86b05b23153ea1abaeead456c491c">BROWS</a> / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a94f0ce5bb7d87bc1fb6a7c2ba2b892d4">TROWS</a>;</div>
|
|
<div class="line"><a id="l00368" name="l00368"></a><span class="lineno"> 368</span> </div>
|
|
<div class="line"><a id="l00369" name="l00369"></a><span class="lineno"> 369</span> <span class="comment">// Leading dimension for src</span></div>
|
|
<div class="line"><a id="l00370" name="l00370"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7464ec687323fa79050702952ed9084f"> 370</a></span> <span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7464ec687323fa79050702952ed9084f">src_ld</a>;</div>
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|
<div class="line"><a id="l00371" name="l00371"></a><span class="lineno"> 371</span> </div>
|
|
<div class="line"><a id="l00372" name="l00372"></a><span class="lineno"> 372</span> <span class="comment">// Thread location indices</span></div>
|
|
<div class="line"><a id="l00373" name="l00373"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ab1cb2ade639787243e0325dcd3dc0a11"> 373</a></span> <span class="keyword">const</span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ab1cb2ade639787243e0325dcd3dc0a11">thread_idx</a>;</div>
|
|
<div class="line"><a id="l00374" name="l00374"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a8c5e74003600132954cb953616e1a026"> 374</a></span> <span class="keyword">const</span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a8c5e74003600132954cb953616e1a026">bi</a>;</div>
|
|
<div class="line"><a id="l00375" name="l00375"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a6f2fdcaf5a67567cca38ae3d8120ab37"> 375</a></span> <span class="keyword">const</span> <span class="keywordtype">short</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a6f2fdcaf5a67567cca38ae3d8120ab37">bj</a>;</div>
|
|
<div class="line"><a id="l00376" name="l00376"></a><span class="lineno"> 376</span> </div>
|
|
<div class="line"><a id="l00377" name="l00377"></a><span class="lineno"> 377</span> <span class="comment">// threadgroup and device memory</span></div>
|
|
<div class="line"><a id="l00378" name="l00378"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#aea6494838175225d02cbc7768a646ec7"> 378</a></span> threadgroup T* <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#aea6494838175225d02cbc7768a646ec7">dst</a>;</div>
|
|
<div class="line"><a id="l00379" name="l00379"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7bfbcc4a1e3eef7aef5dd8e8c374a95f"> 379</a></span> <span class="keyword">const</span> device T* <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7bfbcc4a1e3eef7aef5dd8e8c374a95f">src</a>;</div>
|
|
<div class="line"><a id="l00380" name="l00380"></a><span class="lineno"> 380</span> </div>
|
|
<div class="line"><a id="l00381" name="l00381"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a1fed11be2e8d9d594dcdf60e32b936b1"> 381</a></span> <span class="keyword">const</span> constant <a class="code hl_struct" href="struct_m_l_x_conv_params.html">MLXConvParams<2></a>* <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a1fed11be2e8d9d594dcdf60e32b936b1">params</a>;</div>
|
|
<div class="line"><a id="l00382" name="l00382"></a><span class="lineno"> 382</span> </div>
|
|
<div class="line"><a id="l00383" name="l00383"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ae39d43f741c9c87cce9c6d3144dc8b94"> 383</a></span> <span class="keywordtype">int</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ae39d43f741c9c87cce9c6d3144dc8b94">weight_hw</a>;</div>
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|
<div class="line"><a id="l00384" name="l00384"></a><span class="lineno"> 384</span> </div>
|
|
<div class="line"><a id="l00385" name="l00385"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a5afa232b7c84b5025247ac4f83eb9ca9"> 385</a></span> <span class="keyword">const</span> <span class="keywordtype">int</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a5afa232b7c84b5025247ac4f83eb9ca9">read_n</a>;</div>
|
|
<div class="line"><a id="l00386" name="l00386"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a13eb86acf6abe288c19645935a47d2ad"> 386</a></span> <span class="keyword">const</span> <span class="keywordtype">bool</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a13eb86acf6abe288c19645935a47d2ad">do_read</a>;</div>
|
|
<div class="line"><a id="l00387" name="l00387"></a><span class="lineno"> 387</span> </div>
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|
<div class="line"><a id="l00388" name="l00388"></a><span class="lineno"> 388</span> <span class="comment">/* Constructor */</span></div>
|
|
<div class="foldopen" id="foldopen00389" data-start="{" data-end="}">
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<div class="line"><a id="l00389" name="l00389"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a9a7dca3512b64cffb6eac305d795831c"> 389</a></span> METAL_FUNC <a class="code hl_function" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a9a7dca3512b64cffb6eac305d795831c">Conv2DWeightBlockLoader</a>(</div>
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<div class="line"><a id="l00390" name="l00390"></a><span class="lineno"> 390</span> <span class="keyword">const</span> device T* src_,</div>
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<div class="line"><a id="l00391" name="l00391"></a><span class="lineno"> 391</span> threadgroup T* dst_,</div>
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<div class="line"><a id="l00392" name="l00392"></a><span class="lineno"> 392</span> <span class="keyword">const</span> int2 offsets,</div>
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<div class="line"><a id="l00393" name="l00393"></a><span class="lineno"> 393</span> <span class="keyword">const</span> constant <a class="code hl_struct" href="struct_m_l_x_conv_params.html">MLXConvParams<2></a>* params_,</div>
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<div class="line"><a id="l00394" name="l00394"></a><span class="lineno"> 394</span> <span class="keyword">const</span> constant <a class="code hl_struct" href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html">ImplicitGemmConv2DParams</a>* gemm_params_,</div>
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<div class="line"><a id="l00395" name="l00395"></a><span class="lineno"> 395</span> uint simd_group_id [[simdgroup_index_in_threadgroup]],</div>
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<div class="line"><a id="l00396" name="l00396"></a><span class="lineno"> 396</span> uint simd_lane_id [[thread_index_in_simdgroup]])</div>
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<div class="line"><a id="l00397" name="l00397"></a><span class="lineno"> 397</span> : <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7464ec687323fa79050702952ed9084f">src_ld</a>(params_ -> wt_strides[0]),</div>
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<div class="line"><a id="l00398" name="l00398"></a><span class="lineno"> 398</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ab1cb2ade639787243e0325dcd3dc0a11">thread_idx</a>(simd_group_id * 32 + simd_lane_id),</div>
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<div class="line"><a id="l00399" name="l00399"></a><span class="lineno"> 399</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a8c5e74003600132954cb953616e1a026">bi</a>(<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ab1cb2ade639787243e0325dcd3dc0a11">thread_idx</a> / <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a80cb90674f839d5d4ecfde384fa0a7a2">TCOLS</a>),</div>
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<div class="line"><a id="l00400" name="l00400"></a><span class="lineno"> 400</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a6f2fdcaf5a67567cca38ae3d8120ab37">bj</a>(<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a10109dc9553207f5a365799e4969c6d2">vec_size</a> * (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ab1cb2ade639787243e0325dcd3dc0a11">thread_idx</a> % <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a80cb90674f839d5d4ecfde384fa0a7a2">TCOLS</a>)),</div>
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<div class="line"><a id="l00401" name="l00401"></a><span class="lineno"> 401</span> dst(dst_ + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a8c5e74003600132954cb953616e1a026">bi</a> * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a0ff5a6d503e0bbac4634030a75ab818d">dst_ld</a> + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a6f2fdcaf5a67567cca38ae3d8120ab37">bj</a>),</div>
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<div class="line"><a id="l00402" name="l00402"></a><span class="lineno"> 402</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7bfbcc4a1e3eef7aef5dd8e8c374a95f">src</a>(src_ + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a8c5e74003600132954cb953616e1a026">bi</a> * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7464ec687323fa79050702952ed9084f">src_ld</a> + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a6f2fdcaf5a67567cca38ae3d8120ab37">bj</a>),</div>
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<div class="line"><a id="l00403" name="l00403"></a><span class="lineno"> 403</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a1fed11be2e8d9d594dcdf60e32b936b1">params</a>(params_),</div>
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<div class="line"><a id="l00404" name="l00404"></a><span class="lineno"> 404</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ae39d43f741c9c87cce9c6d3144dc8b94">weight_hw</a>(0),</div>
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<div class="line"><a id="l00405" name="l00405"></a><span class="lineno"> 405</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a5afa232b7c84b5025247ac4f83eb9ca9">read_n</a>(offsets.y + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a8c5e74003600132954cb953616e1a026">bi</a>),</div>
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<div class="line"><a id="l00406" name="l00406"></a><span class="lineno"> 406</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a13eb86acf6abe288c19645935a47d2ad">do_read</a>(<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a5afa232b7c84b5025247ac4f83eb9ca9">read_n</a> + <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a593ec140370d53f8c968f6240116d38b">n_rows</a> * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a94f0ce5bb7d87bc1fb6a7c2ba2b892d4">TROWS</a> <= gemm_params_->N) {}</div>
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</div>
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<div class="line"><a id="l00407" name="l00407"></a><span class="lineno"> 407</span> </div>
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<div class="line"><a id="l00408" name="l00408"></a><span class="lineno"> 408</span> <span class="comment">/* Load from device memory into threadgroup memory - without bound checking */</span></div>
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<div class="foldopen" id="foldopen00409" data-start="{" data-end="}">
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<div class="line"><a id="l00409" name="l00409"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a69e2f7c9814d1cc1c5c267be8618dc55"> 409</a></span> METAL_FUNC <span class="keywordtype">void</span> <a class="code hl_function" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a69e2f7c9814d1cc1c5c267be8618dc55">load_unsafe</a>()<span class="keyword"> const </span>{</div>
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<div class="line"><a id="l00410" name="l00410"></a><span class="lineno"> 410</span> <span class="keywordflow">if</span> (BN != 8 || <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a13eb86acf6abe288c19645935a47d2ad">do_read</a>) {</div>
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<div class="line"><a id="l00411" name="l00411"></a><span class="lineno"> 411</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00412" name="l00412"></a><span class="lineno"> 412</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < BN; i += <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a94f0ce5bb7d87bc1fb6a7c2ba2b892d4">TROWS</a>) {</div>
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<div class="line"><a id="l00413" name="l00413"></a><span class="lineno"> 413</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00414" name="l00414"></a><span class="lineno"> 414</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> j = 0; j < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a10109dc9553207f5a365799e4969c6d2">vec_size</a>; j++) {</div>
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<div class="line"><a id="l00415" name="l00415"></a><span class="lineno"> 415</span> dst[i * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a0ff5a6d503e0bbac4634030a75ab818d">dst_ld</a> + j] = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7bfbcc4a1e3eef7aef5dd8e8c374a95f">src</a>[i * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7464ec687323fa79050702952ed9084f">src_ld</a> + j];</div>
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<div class="line"><a id="l00416" name="l00416"></a><span class="lineno"> 416</span> }</div>
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<div class="line"><a id="l00417" name="l00417"></a><span class="lineno"> 417</span> }</div>
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<div class="line"><a id="l00418" name="l00418"></a><span class="lineno"> 418</span> } <span class="keywordflow">else</span> {</div>
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<div class="line"><a id="l00419" name="l00419"></a><span class="lineno"> 419</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> i = 0; i < BN; i += <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a94f0ce5bb7d87bc1fb6a7c2ba2b892d4">TROWS</a>) {</div>
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<div class="line"><a id="l00420" name="l00420"></a><span class="lineno"> 420</span> <span class="keywordflow">if</span> ((<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a5afa232b7c84b5025247ac4f83eb9ca9">read_n</a> + i) < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a1fed11be2e8d9d594dcdf60e32b936b1">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#ad55ff586d30072d8154865f9dfe92d97">O</a>) {</div>
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<div class="line"><a id="l00421" name="l00421"></a><span class="lineno"> 421</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00422" name="l00422"></a><span class="lineno"> 422</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> j = 0; j < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a10109dc9553207f5a365799e4969c6d2">vec_size</a>; j++) {</div>
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<div class="line"><a id="l00423" name="l00423"></a><span class="lineno"> 423</span> dst[i * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a0ff5a6d503e0bbac4634030a75ab818d">dst_ld</a> + j] = <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7bfbcc4a1e3eef7aef5dd8e8c374a95f">src</a>[i * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7464ec687323fa79050702952ed9084f">src_ld</a> + j];</div>
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<div class="line"><a id="l00424" name="l00424"></a><span class="lineno"> 424</span> }</div>
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<div class="line"><a id="l00425" name="l00425"></a><span class="lineno"> 425</span> } <span class="keywordflow">else</span> {</div>
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<div class="line"><a id="l00426" name="l00426"></a><span class="lineno"> 426</span> <a class="code hl_define" href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div>
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<div class="line"><a id="l00427" name="l00427"></a><span class="lineno"> 427</span> <span class="keywordflow">for</span> (<span class="keywordtype">short</span> j = 0; j < <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a10109dc9553207f5a365799e4969c6d2">vec_size</a>; j++) {</div>
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<div class="line"><a id="l00428" name="l00428"></a><span class="lineno"> 428</span> dst[i * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a0ff5a6d503e0bbac4634030a75ab818d">dst_ld</a> + j] = T(0);</div>
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<div class="line"><a id="l00429" name="l00429"></a><span class="lineno"> 429</span> }</div>
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<div class="line"><a id="l00430" name="l00430"></a><span class="lineno"> 430</span> }</div>
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<div class="line"><a id="l00431" name="l00431"></a><span class="lineno"> 431</span> }</div>
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<div class="line"><a id="l00432" name="l00432"></a><span class="lineno"> 432</span> }</div>
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<div class="line"><a id="l00433" name="l00433"></a><span class="lineno"> 433</span> }</div>
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</div>
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<div class="line"><a id="l00434" name="l00434"></a><span class="lineno"> 434</span> </div>
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<div class="line"><a id="l00435" name="l00435"></a><span class="lineno"> 435</span> <span class="comment">/* Iteration helper */</span></div>
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<div class="foldopen" id="foldopen00436" data-start="{" data-end="}">
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<div class="line"><a id="l00436" name="l00436"></a><span class="lineno"><a class="line" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#aae56c19bb562219770fec38e5666c6ce"> 436</a></span> METAL_FUNC <span class="keywordtype">void</span> <a class="code hl_function" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#aae56c19bb562219770fec38e5666c6ce">next</a>() {</div>
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<div class="line"><a id="l00437" name="l00437"></a><span class="lineno"> 437</span> <span class="keywordflow">if</span> (++<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ae39d43f741c9c87cce9c6d3144dc8b94">weight_hw</a> < (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a1fed11be2e8d9d594dcdf60e32b936b1">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">wS</a>[1] * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a1fed11be2e8d9d594dcdf60e32b936b1">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">wS</a>[0])) {</div>
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<div class="line"><a id="l00438" name="l00438"></a><span class="lineno"> 438</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7bfbcc4a1e3eef7aef5dd8e8c374a95f">src</a> += <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a1fed11be2e8d9d594dcdf60e32b936b1">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a887fee0da1494d038526fb0f59faff45">wt_strides</a>[2];</div>
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<div class="line"><a id="l00439" name="l00439"></a><span class="lineno"> 439</span> <span class="keywordflow">return</span>;</div>
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<div class="line"><a id="l00440" name="l00440"></a><span class="lineno"> 440</span> }</div>
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<div class="line"><a id="l00441" name="l00441"></a><span class="lineno"> 441</span> </div>
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<div class="line"><a id="l00442" name="l00442"></a><span class="lineno"> 442</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ae39d43f741c9c87cce9c6d3144dc8b94">weight_hw</a> = 0;</div>
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<div class="line"><a id="l00443" name="l00443"></a><span class="lineno"> 443</span> </div>
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<div class="line"><a id="l00444" name="l00444"></a><span class="lineno"> 444</span> <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7bfbcc4a1e3eef7aef5dd8e8c374a95f">src</a> += BK - (<a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a1fed11be2e8d9d594dcdf60e32b936b1">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">wS</a>[1] * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a1fed11be2e8d9d594dcdf60e32b936b1">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">wS</a>[0] - 1) * <a class="code hl_variable" href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a1fed11be2e8d9d594dcdf60e32b936b1">params</a>-><a class="code hl_variable" href="struct_m_l_x_conv_params.html#a887fee0da1494d038526fb0f59faff45">wt_strides</a>[2];</div>
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<div class="line"><a id="l00445" name="l00445"></a><span class="lineno"> 445</span> }</div>
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</div>
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<div class="line"><a id="l00446" name="l00446"></a><span class="lineno"> 446</span>};</div>
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</div>
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<div class="line"><a id="l00447" name="l00447"></a><span class="lineno"> 447</span> </div>
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<div class="line"><a id="l00448" name="l00448"></a><span class="lineno"> 448</span>} <span class="comment">// namespace steel</span></div>
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</div>
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<div class="line"><a id="l00449" name="l00449"></a><span class="lineno"> 449</span>} <span class="comment">// namespace mlx</span></div>
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<div class="ttc" id="abackend_2metal_2kernels_2steel_2utils_8h_html"><div class="ttname"><a href="backend_2metal_2kernels_2steel_2utils_8h.html">utils.h</a></div></div>
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<div class="ttc" id="aconv_2params_8h_html"><div class="ttname"><a href="conv_2params_8h.html">params.h</a></div></div>
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<div class="ttc" id="anamespacemlx_html"><div class="ttname"><a href="namespacemlx.html">mlx</a></div><div class="ttdef"><b>Definition</b> allocator.h:7</div></div>
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<div class="ttc" id="asteel_2defines_8h_html_a5a5c3095b132a7589bc19cd5cb80e2c6"><div class="ttname"><a href="steel_2defines_8h.html#a5a5c3095b132a7589bc19cd5cb80e2c6">STEEL_PRAGMA_UNROLL</a></div><div class="ttdeci">#define STEEL_PRAGMA_UNROLL</div><div class="ttdef"><b>Definition</b> defines.h:4</div></div>
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<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>
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<div class="ttc" id="astruct_m_l_x_conv_params_html"><div class="ttname"><a href="struct_m_l_x_conv_params.html">MLXConvParams</a></div><div class="ttdef"><b>Definition</b> params.h:6</div></div>
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<div class="ttc" id="astruct_m_l_x_conv_params_html_a19ccb9fecfccdc18b6a7f0cc43adbc6e"><div class="ttname"><a href="struct_m_l_x_conv_params.html#a19ccb9fecfccdc18b6a7f0cc43adbc6e">MLXConvParams::oS</a></div><div class="ttdeci">const int oS[NDIM]</div><div class="ttdef"><b>Definition</b> params.h:12</div></div>
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<div class="ttc" id="astruct_m_l_x_conv_params_html_a72e1c3b4da0f70622cf18036bbf97fe6"><div class="ttname"><a href="struct_m_l_x_conv_params.html#a72e1c3b4da0f70622cf18036bbf97fe6">MLXConvParams::iS</a></div><div class="ttdeci">const int iS[NDIM]</div><div class="ttdef"><b>Definition</b> params.h:10</div></div>
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<div class="ttc" id="astruct_m_l_x_conv_params_html_a7611db8f1621c7e09fc685ed44073b14"><div class="ttname"><a href="struct_m_l_x_conv_params.html#a7611db8f1621c7e09fc685ed44073b14">MLXConvParams::kdil</a></div><div class="ttdeci">const int kdil[NDIM]</div><div class="ttdef"><b>Definition</b> params.h:15</div></div>
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<div class="ttc" id="astruct_m_l_x_conv_params_html_a862191e8ab1bc8a47aa1396b36d46058"><div class="ttname"><a href="struct_m_l_x_conv_params.html#a862191e8ab1bc8a47aa1396b36d46058">MLXConvParams::str</a></div><div class="ttdeci">const int str[NDIM]</div><div class="ttdef"><b>Definition</b> params.h:13</div></div>
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<div class="ttc" id="astruct_m_l_x_conv_params_html_a887fee0da1494d038526fb0f59faff45"><div class="ttname"><a href="struct_m_l_x_conv_params.html#a887fee0da1494d038526fb0f59faff45">MLXConvParams::wt_strides</a></div><div class="ttdeci">const size_t wt_strides[NDIM+2]</div><div class="ttdef"><b>Definition</b> params.h:18</div></div>
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<div class="ttc" id="astruct_m_l_x_conv_params_html_a8b30cda15eda20f84f12db868f21d0ef"><div class="ttname"><a href="struct_m_l_x_conv_params.html#a8b30cda15eda20f84f12db868f21d0ef">MLXConvParams::flip</a></div><div class="ttdeci">const bool flip</div><div class="ttdef"><b>Definition</b> params.h:21</div></div>
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<div class="ttc" id="astruct_m_l_x_conv_params_html_ab25eade6573784985dbea1216f9068cf"><div class="ttname"><a href="struct_m_l_x_conv_params.html#ab25eade6573784985dbea1216f9068cf">MLXConvParams::in_strides</a></div><div class="ttdeci">const size_t in_strides[NDIM+2]</div><div class="ttdef"><b>Definition</b> params.h:17</div></div>
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<div class="ttc" id="astruct_m_l_x_conv_params_html_aba2074189644b1b59567d018409277a9"><div class="ttname"><a href="struct_m_l_x_conv_params.html#aba2074189644b1b59567d018409277a9">MLXConvParams::wS</a></div><div class="ttdeci">const int wS[NDIM]</div><div class="ttdef"><b>Definition</b> params.h:11</div></div>
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<div class="ttc" id="astruct_m_l_x_conv_params_html_ad55ff586d30072d8154865f9dfe92d97"><div class="ttname"><a href="struct_m_l_x_conv_params.html#ad55ff586d30072d8154865f9dfe92d97">MLXConvParams::O</a></div><div class="ttdeci">const int O</div><div class="ttdef"><b>Definition</b> params.h:9</div></div>
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<div class="ttc" id="astruct_m_l_x_conv_params_html_ae6b7054dc3cffa8e6aedeb29fa7da932"><div class="ttname"><a href="struct_m_l_x_conv_params.html#ae6b7054dc3cffa8e6aedeb29fa7da932">MLXConvParams::N</a></div><div class="ttdeci">const int N</div><div class="ttdef"><b>Definition</b> params.h:7</div></div>
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<div class="ttc" id="astruct_m_l_x_conv_params_html_ae84a9afb3a95b57e0b763bb0ebda0753"><div class="ttname"><a href="struct_m_l_x_conv_params.html#ae84a9afb3a95b57e0b763bb0ebda0753">MLXConvParams::pad</a></div><div class="ttdeci">const int pad[NDIM]</div><div class="ttdef"><b>Definition</b> params.h:14</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html">mlx::steel::Conv2DInputBlockLoaderLargeFilter</a></div><div class="ttdef"><b>Definition</b> loader_channel_l.h:23</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a097c48a23e1bd7d8cf3e9d531397602f"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a097c48a23e1bd7d8cf3e9d531397602f">mlx::steel::Conv2DInputBlockLoaderLargeFilter::n_rows</a></div><div class="ttdeci">STEEL_CONST short n_rows</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:37</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a09b4719415c5bddb0bb70c704b1d8d02"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a09b4719415c5bddb0bb70c704b1d8d02">mlx::steel::Conv2DInputBlockLoaderLargeFilter::params</a></div><div class="ttdeci">const constant MLXConvParams< 2 > * params</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:47</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a0b5303f3258e0a21862dead8e3f5401e"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a0b5303f3258e0a21862dead8e3f5401e">mlx::steel::Conv2DInputBlockLoaderLargeFilter::TCOLS</a></div><div class="ttdeci">STEEL_CONST short TCOLS</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:33</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a17550360cae0a942a9552d7a67827512"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a17550360cae0a942a9552d7a67827512">mlx::steel::Conv2DInputBlockLoaderLargeFilter::read_iw</a></div><div class="ttdeci">int read_iw[n_rows]</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:57</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a2528ff5ed472e4ed35415ada42276b07"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a2528ff5ed472e4ed35415ada42276b07">mlx::steel::Conv2DInputBlockLoaderLargeFilter::TROWS</a></div><div class="ttdeci">STEEL_CONST short TROWS</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:34</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a29fbeeacdf5b6feeb74815ced255fa5a"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a29fbeeacdf5b6feeb74815ced255fa5a">mlx::steel::Conv2DInputBlockLoaderLargeFilter::BCOLS</a></div><div class="ttdeci">STEEL_CONST short BCOLS</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:26</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a3b71f379ff9baf39830c92f4f1ecde52"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a3b71f379ff9baf39830c92f4f1ecde52">mlx::steel::Conv2DInputBlockLoaderLargeFilter::next</a></div><div class="ttdeci">METAL_FUNC void next()</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:134</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a3be4815d4090cb27ebe2f9bad1a39e95"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a3be4815d4090cb27ebe2f9bad1a39e95">mlx::steel::Conv2DInputBlockLoaderLargeFilter::weight_h</a></div><div class="ttdeci">short weight_h</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:50</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a656a46ee27486482b45ff90b3d626255"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a656a46ee27486482b45ff90b3d626255">mlx::steel::Conv2DInputBlockLoaderLargeFilter::src</a></div><div class="ttdeci">const device T * src[n_rows]</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:53</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a70da26a715135d973f88371a70255be9"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a70da26a715135d973f88371a70255be9">mlx::steel::Conv2DInputBlockLoaderLargeFilter::thread_idx</a></div><div class="ttdeci">const short thread_idx</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:40</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a7ae9e41f50c0c63c35b63086a1c22cc3"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a7ae9e41f50c0c63c35b63086a1c22cc3">mlx::steel::Conv2DInputBlockLoaderLargeFilter::bj</a></div><div class="ttdeci">const short bj</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:42</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a82dd8230e1f37500f1a562177c3ad692"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a82dd8230e1f37500f1a562177c3ad692">mlx::steel::Conv2DInputBlockLoaderLargeFilter::read_ih</a></div><div class="ttdeci">int read_ih[n_rows]</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:56</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a8755116a535539744e4947bc69f9c50f"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a8755116a535539744e4947bc69f9c50f">mlx::steel::Conv2DInputBlockLoaderLargeFilter::Conv2DInputBlockLoaderLargeFilter</a></div><div class="ttdeci">METAL_FUNC Conv2DInputBlockLoaderLargeFilter(const device T *src_, threadgroup T *dst_, const int2 offsets, const constant MLXConvParams< 2 > *params_, const constant ImplicitGemmConv2DParams *gemm_params_, uint simd_group_id, uint simd_lane_id)</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:60</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a8e53b0a9951cb840d922cc285b257ee3"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a8e53b0a9951cb840d922cc285b257ee3">mlx::steel::Conv2DInputBlockLoaderLargeFilter::bi</a></div><div class="ttdeci">const short bi</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:41</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a91192d512e7a18c2d16a139065000959"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a91192d512e7a18c2d16a139065000959">mlx::steel::Conv2DInputBlockLoaderLargeFilter::dst_ld</a></div><div class="ttdeci">STEEL_CONST short dst_ld</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:29</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_a961836be363409744e48e595d5e0c2ec"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#a961836be363409744e48e595d5e0c2ec">mlx::steel::Conv2DInputBlockLoaderLargeFilter::load_unsafe</a></div><div class="ttdeci">METAL_FUNC void load_unsafe() const</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:106</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_ab0724eb3ef52ee773b6607f6433b9f2c"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ab0724eb3ef52ee773b6607f6433b9f2c">mlx::steel::Conv2DInputBlockLoaderLargeFilter::gemm_params</a></div><div class="ttdeci">const constant ImplicitGemmConv2DParams * gemm_params</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:48</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_ac070c6bd5be85b1ae805e18890db4fd4"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ac070c6bd5be85b1ae805e18890db4fd4">mlx::steel::Conv2DInputBlockLoaderLargeFilter::BROWS</a></div><div class="ttdeci">STEEL_CONST short BROWS</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:25</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_adcc83bf6c02391cc2375e55c06a1c9a4"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#adcc83bf6c02391cc2375e55c06a1c9a4">mlx::steel::Conv2DInputBlockLoaderLargeFilter::vec_size</a></div><div class="ttdeci">STEEL_CONST short vec_size</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:30</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_add1186c7accb62bfa8a4a7e87fc4cc84"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#add1186c7accb62bfa8a4a7e87fc4cc84">mlx::steel::Conv2DInputBlockLoaderLargeFilter::weight_w</a></div><div class="ttdeci">short weight_w</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:51</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_ae048eb79f8b8d98f0fe8805c30fbb09f"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#ae048eb79f8b8d98f0fe8805c30fbb09f">mlx::steel::Conv2DInputBlockLoaderLargeFilter::dst</a></div><div class="ttdeci">threadgroup T * dst</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:45</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter_html_aeb67767e2d60d5ff0279a55553f3184e"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_large_filter.html#aeb67767e2d60d5ff0279a55553f3184e">mlx::steel::Conv2DInputBlockLoaderLargeFilter::read_n</a></div><div class="ttdeci">int read_n[n_rows]</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:55</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html">mlx::steel::Conv2DInputBlockLoaderSmallFilter</a></div><div class="ttdef"><b>Definition</b> loader_channel_l.h:171</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a0a2cbf57c51cd928722e3f06aafcf933"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a0a2cbf57c51cd928722e3f06aafcf933">mlx::steel::Conv2DInputBlockLoaderSmallFilter::Conv2DInputBlockLoaderSmallFilter</a></div><div class="ttdeci">METAL_FUNC Conv2DInputBlockLoaderSmallFilter(const device T *src_, threadgroup T *dst_, const int2 offsets, const constant MLXConvParams< 2 > *params_, const constant ImplicitGemmConv2DParams *gemm_params_, uint simd_group_id, uint simd_lane_id)</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:209</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a0b892c1a7edb9ed20c076d8945855c19"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a0b892c1a7edb9ed20c076d8945855c19">mlx::steel::Conv2DInputBlockLoaderSmallFilter::mask_h</a></div><div class="ttdeci">mask_t mask_h[n_rows]</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:205</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a10591ea957605a9c662f93d59ff3410d"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a10591ea957605a9c662f93d59ff3410d">mlx::steel::Conv2DInputBlockLoaderSmallFilter::BROWS</a></div><div class="ttdeci">STEEL_CONST short BROWS</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:173</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a19ddba7259c3c2c02ed90f3f635557be"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a19ddba7259c3c2c02ed90f3f635557be">mlx::steel::Conv2DInputBlockLoaderSmallFilter::mask_w</a></div><div class="ttdeci">mask_t mask_w[n_rows]</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:206</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a270ab3da7c98a12525a59952742cc97d"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a270ab3da7c98a12525a59952742cc97d">mlx::steel::Conv2DInputBlockLoaderSmallFilter::mask_t</a></div><div class="ttdeci">short mask_t</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:187</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a366c3cee4ed1165545287c8d5ce49445"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a366c3cee4ed1165545287c8d5ce49445">mlx::steel::Conv2DInputBlockLoaderSmallFilter::weight_h</a></div><div class="ttdeci">short weight_h</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:200</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a3957fb263fe040fe70683fd1d7b06487"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3957fb263fe040fe70683fd1d7b06487">mlx::steel::Conv2DInputBlockLoaderSmallFilter::TROWS</a></div><div class="ttdeci">STEEL_CONST short TROWS</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:182</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a3ec8a92c9e6643c1d5bf8af278026fe8"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a3ec8a92c9e6643c1d5bf8af278026fe8">mlx::steel::Conv2DInputBlockLoaderSmallFilter::n_rows</a></div><div class="ttdeci">STEEL_CONST short n_rows</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:185</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a4744bd79fb05e81eaa53d2eabe017446"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4744bd79fb05e81eaa53d2eabe017446">mlx::steel::Conv2DInputBlockLoaderSmallFilter::weight_w</a></div><div class="ttdeci">short weight_w</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:201</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a4f8c792ede675d14b70dd19fcf3c5aee"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a4f8c792ede675d14b70dd19fcf3c5aee">mlx::steel::Conv2DInputBlockLoaderSmallFilter::params</a></div><div class="ttdeci">const constant MLXConvParams< 2 > * params</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:197</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a57552e9cfbafad71d47b2f3a8e027bdf"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a57552e9cfbafad71d47b2f3a8e027bdf">mlx::steel::Conv2DInputBlockLoaderSmallFilter::src</a></div><div class="ttdeci">const device T * src[n_rows]</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:203</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a5adbd51e9adb6f7853724d83de4ff755"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a5adbd51e9adb6f7853724d83de4ff755">mlx::steel::Conv2DInputBlockLoaderSmallFilter::TCOLS</a></div><div class="ttdeci">STEEL_CONST short TCOLS</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:181</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a6fd3dd7b74d91609fa9dd61c657a0e32"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a6fd3dd7b74d91609fa9dd61c657a0e32">mlx::steel::Conv2DInputBlockLoaderSmallFilter::bj</a></div><div class="ttdeci">const short bj</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:192</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a71c313e1597a2bb99f7b07d434e119d2"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a71c313e1597a2bb99f7b07d434e119d2">mlx::steel::Conv2DInputBlockLoaderSmallFilter::vec_size</a></div><div class="ttdeci">STEEL_CONST short vec_size</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:178</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a78d2b0098311a278be8394edbd5fc731"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a78d2b0098311a278be8394edbd5fc731">mlx::steel::Conv2DInputBlockLoaderSmallFilter::next</a></div><div class="ttdeci">METAL_FUNC void next()</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:315</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a8034abc10483487fc94313e3674d1111"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a8034abc10483487fc94313e3674d1111">mlx::steel::Conv2DInputBlockLoaderSmallFilter::load_unsafe</a></div><div class="ttdeci">METAL_FUNC void load_unsafe() const</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:290</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a8598bf23a2bce6af13c876cbfa76449f"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a8598bf23a2bce6af13c876cbfa76449f">mlx::steel::Conv2DInputBlockLoaderSmallFilter::dst</a></div><div class="ttdeci">threadgroup T * dst</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:195</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_a9e59da7e4436e61b2d3c3f982355910b"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#a9e59da7e4436e61b2d3c3f982355910b">mlx::steel::Conv2DInputBlockLoaderSmallFilter::dst_ld</a></div><div class="ttdeci">STEEL_CONST short dst_ld</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:177</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_ac18de37cde1459595bfe18b0d5ef146d"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ac18de37cde1459595bfe18b0d5ef146d">mlx::steel::Conv2DInputBlockLoaderSmallFilter::thread_idx</a></div><div class="ttdeci">const short thread_idx</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:190</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_ac3b40db720055350bba59d614ea1dd79"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ac3b40db720055350bba59d614ea1dd79">mlx::steel::Conv2DInputBlockLoaderSmallFilter::BCOLS</a></div><div class="ttdeci">STEEL_CONST short BCOLS</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:174</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_acc778b3c0b7ec38a43e8ea943df8704c"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#acc778b3c0b7ec38a43e8ea943df8704c">mlx::steel::Conv2DInputBlockLoaderSmallFilter::gemm_params</a></div><div class="ttdeci">const constant ImplicitGemmConv2DParams * gemm_params</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:198</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter_html_ae3af75287f279d2cdeef189126740d4c"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_input_block_loader_small_filter.html#ae3af75287f279d2cdeef189126740d4c">mlx::steel::Conv2DInputBlockLoaderSmallFilter::bi</a></div><div class="ttdeci">const short bi</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:191</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html">mlx::steel::Conv2DWeightBlockLoader</a></div><div class="ttdef"><b>Definition</b> loader_channel_l.h:352</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a0ff5a6d503e0bbac4634030a75ab818d"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a0ff5a6d503e0bbac4634030a75ab818d">mlx::steel::Conv2DWeightBlockLoader::dst_ld</a></div><div class="ttdeci">STEEL_CONST short dst_ld</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:358</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a10109dc9553207f5a365799e4969c6d2"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a10109dc9553207f5a365799e4969c6d2">mlx::steel::Conv2DWeightBlockLoader::vec_size</a></div><div class="ttdeci">STEEL_CONST short vec_size</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:359</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a13eb86acf6abe288c19645935a47d2ad"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a13eb86acf6abe288c19645935a47d2ad">mlx::steel::Conv2DWeightBlockLoader::do_read</a></div><div class="ttdeci">const bool do_read</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:386</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a1fed11be2e8d9d594dcdf60e32b936b1"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a1fed11be2e8d9d594dcdf60e32b936b1">mlx::steel::Conv2DWeightBlockLoader::params</a></div><div class="ttdeci">const constant MLXConvParams< 2 > * params</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:381</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a593ec140370d53f8c968f6240116d38b"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a593ec140370d53f8c968f6240116d38b">mlx::steel::Conv2DWeightBlockLoader::n_rows</a></div><div class="ttdeci">STEEL_CONST short n_rows</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:367</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a5afa232b7c84b5025247ac4f83eb9ca9"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a5afa232b7c84b5025247ac4f83eb9ca9">mlx::steel::Conv2DWeightBlockLoader::read_n</a></div><div class="ttdeci">const int read_n</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:385</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a69e2f7c9814d1cc1c5c267be8618dc55"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a69e2f7c9814d1cc1c5c267be8618dc55">mlx::steel::Conv2DWeightBlockLoader::load_unsafe</a></div><div class="ttdeci">METAL_FUNC void load_unsafe() const</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:409</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a6f2fdcaf5a67567cca38ae3d8120ab37"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a6f2fdcaf5a67567cca38ae3d8120ab37">mlx::steel::Conv2DWeightBlockLoader::bj</a></div><div class="ttdeci">const short bj</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:375</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a7464ec687323fa79050702952ed9084f"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7464ec687323fa79050702952ed9084f">mlx::steel::Conv2DWeightBlockLoader::src_ld</a></div><div class="ttdeci">const int src_ld</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:370</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a7bfbcc4a1e3eef7aef5dd8e8c374a95f"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a7bfbcc4a1e3eef7aef5dd8e8c374a95f">mlx::steel::Conv2DWeightBlockLoader::src</a></div><div class="ttdeci">const device T * src</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:379</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a80cb90674f839d5d4ecfde384fa0a7a2"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a80cb90674f839d5d4ecfde384fa0a7a2">mlx::steel::Conv2DWeightBlockLoader::TCOLS</a></div><div class="ttdeci">STEEL_CONST short TCOLS</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:363</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a86519729ef0561686bb86e474c95b93d"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a86519729ef0561686bb86e474c95b93d">mlx::steel::Conv2DWeightBlockLoader::BCOLS</a></div><div class="ttdeci">STEEL_CONST short BCOLS</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:355</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a8c5e74003600132954cb953616e1a026"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a8c5e74003600132954cb953616e1a026">mlx::steel::Conv2DWeightBlockLoader::bi</a></div><div class="ttdeci">const short bi</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:374</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a94f0ce5bb7d87bc1fb6a7c2ba2b892d4"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a94f0ce5bb7d87bc1fb6a7c2ba2b892d4">mlx::steel::Conv2DWeightBlockLoader::TROWS</a></div><div class="ttdeci">STEEL_CONST short TROWS</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:364</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_a9a7dca3512b64cffb6eac305d795831c"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#a9a7dca3512b64cffb6eac305d795831c">mlx::steel::Conv2DWeightBlockLoader::Conv2DWeightBlockLoader</a></div><div class="ttdeci">METAL_FUNC Conv2DWeightBlockLoader(const device T *src_, threadgroup T *dst_, const int2 offsets, const constant MLXConvParams< 2 > *params_, const constant ImplicitGemmConv2DParams *gemm_params_, uint simd_group_id, uint simd_lane_id)</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:389</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_aae56c19bb562219770fec38e5666c6ce"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#aae56c19bb562219770fec38e5666c6ce">mlx::steel::Conv2DWeightBlockLoader::next</a></div><div class="ttdeci">METAL_FUNC void next()</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:436</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_ab1cb2ade639787243e0325dcd3dc0a11"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ab1cb2ade639787243e0325dcd3dc0a11">mlx::steel::Conv2DWeightBlockLoader::thread_idx</a></div><div class="ttdeci">const short thread_idx</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:373</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_ae39d43f741c9c87cce9c6d3144dc8b94"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ae39d43f741c9c87cce9c6d3144dc8b94">mlx::steel::Conv2DWeightBlockLoader::weight_hw</a></div><div class="ttdeci">int weight_hw</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:383</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_ae9b86b05b23153ea1abaeead456c491c"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#ae9b86b05b23153ea1abaeead456c491c">mlx::steel::Conv2DWeightBlockLoader::BROWS</a></div><div class="ttdeci">STEEL_CONST short BROWS</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:354</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_conv2_d_weight_block_loader_html_aea6494838175225d02cbc7768a646ec7"><div class="ttname"><a href="structmlx_1_1steel_1_1_conv2_d_weight_block_loader.html#aea6494838175225d02cbc7768a646ec7">mlx::steel::Conv2DWeightBlockLoader::dst</a></div><div class="ttdeci">threadgroup T * dst</div><div class="ttdef"><b>Definition</b> loader_channel_l.h:378</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_implicit_gemm_conv2_d_params_html"><div class="ttname"><a href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html">mlx::steel::ImplicitGemmConv2DParams</a></div><div class="ttdef"><b>Definition</b> params.h:27</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_implicit_gemm_conv2_d_params_html_a03685a4066cdb11ffb647408e2c5b122"><div class="ttname"><a href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html#a03685a4066cdb11ffb647408e2c5b122">mlx::steel::ImplicitGemmConv2DParams::inp_jump_h</a></div><div class="ttdeci">const int inp_jump_h</div><div class="ttdef"><b>Definition</b> params.h:35</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_implicit_gemm_conv2_d_params_html_a78d30e843d65d1829623afb0b607f0a5"><div class="ttname"><a href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html#a78d30e843d65d1829623afb0b607f0a5">mlx::steel::ImplicitGemmConv2DParams::inp_jump_c</a></div><div class="ttdeci">const int inp_jump_c</div><div class="ttdef"><b>Definition</b> params.h:36</div></div>
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<div class="ttc" id="astructmlx_1_1steel_1_1_implicit_gemm_conv2_d_params_html_acf168c72f4a86b72b8f5f386f07c9d8c"><div class="ttname"><a href="structmlx_1_1steel_1_1_implicit_gemm_conv2_d_params.html#acf168c72f4a86b72b8f5f386f07c9d8c">mlx::steel::ImplicitGemmConv2DParams::inp_jump_w</a></div><div class="ttdeci">const int inp_jump_w</div><div class="ttdef"><b>Definition</b> params.h:34</div></div>
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