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@@ -3,7 +3,7 @@
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@@ -28,12 +35,24 @@
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@@ -81,12 +101,6 @@ $(function(){ initResizable(false); });
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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_23833761034051b43bb6c170b56e2cce.html">distributed</a></li> </ul>
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@@ -102,11 +116,11 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00009" name="l00009"></a><span class="lineno"> 9</span><span class="keyword">namespace </span><a class="code hl_namespace" href="namespacemlx_1_1core_1_1distributed.html">mlx::core::distributed</a> {</div>
<div class="line"><a id="l00010" name="l00010"></a><span class="lineno"> 10</span> </div>
<div class="foldopen" id="foldopen00011" data-start="{" data-end="};">
<div class="line"><a id="l00011" name="l00011"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html"> 11</a></span><span class="keyword">class </span><a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html">DistPrimitive</a> : <span class="keyword">public</span> <a class="code hl_class" href="classmlx_1_1core_1_1_primitive.html">Primitive</a> {</div>
<div class="line"><a id="l00011" name="l00011"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html"> 11</a></span><span class="keyword">class </span><a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8c54166951522c2a52ef39fce8c87f8f">DistPrimitive</a> : <span class="keyword">public</span> <a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#afc69f22ee1f6e8a9ecc2c3a8f43b8fdb">Primitive</a> {</div>
<div class="line"><a id="l00012" name="l00012"></a><span class="lineno"> 12</span> <span class="keyword">public</span>:</div>
<div class="foldopen" id="foldopen00013" data-start="{" data-end="}">
<div class="line"><a id="l00013" name="l00013"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8c54166951522c2a52ef39fce8c87f8f"> 13</a></span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8c54166951522c2a52ef39fce8c87f8f">DistPrimitive</a>(<a class="code hl_struct" href="structmlx_1_1core_1_1_stream.html">Stream</a> <a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_struct" href="structmlx_1_1core_1_1distributed_1_1_group.html">Group</a> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>)</div>
<div class="line"><a id="l00014" name="l00014"></a><span class="lineno"> 14</span> : <a class="code hl_class" href="classmlx_1_1core_1_1_primitive.html">Primitive</a>(<a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>), group_(<a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>) {}</div>
<div class="line"><a id="l00014" name="l00014"></a><span class="lineno"> 14</span> : <a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#afc69f22ee1f6e8a9ecc2c3a8f43b8fdb">Primitive</a>(<a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>), group_(<a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>) {}</div>
</div>
<div class="line"><a id="l00015" name="l00015"></a><span class="lineno"> 15</span> </div>
<div class="foldopen" id="foldopen00016" data-start="{" data-end="}">
@@ -121,13 +135,13 @@ $(function(){ initResizable(false); });
</div>
<div class="line"><a id="l00023" name="l00023"></a><span class="lineno"> 23</span> </div>
<div class="foldopen" id="foldopen00024" data-start="{" data-end="};">
<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html"> 24</a></span><span class="keyword">class </span><a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html">AllReduce</a> : <span class="keyword">public</span> <a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html">DistPrimitive</a> {</div>
<div class="line"><a id="l00024" name="l00024"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html"> 24</a></span><span class="keyword">class </span><a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#a2d1ea56cbf72a316680ea90aa6da1c2d">AllReduce</a> : <span class="keyword">public</span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8c54166951522c2a52ef39fce8c87f8f">DistPrimitive</a> {</div>
<div class="line"><a id="l00025" name="l00025"></a><span class="lineno"> 25</span> <span class="keyword">public</span>:</div>
<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924aba3b7fb927f6b6c8b198a9cdc3dd9e02"> 26</a></span> <span class="keyword">enum</span> <a class="code hl_enumeration" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924">ReduceType</a> { <a class="code hl_enumvalue" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924aba3b7fb927f6b6c8b198a9cdc3dd9e02">And</a>, <a class="code hl_enumvalue" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924a7a959bb7b33f410a03b3c887173fd7ed">Or</a>, <a class="code hl_enumvalue" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924a1fc7c1f09c80650ab0497e2d6781d65f">Sum</a>, <a class="code hl_enumvalue" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924acdd1ec09a2fd99c81c561b5c63a4b482">Prod</a>, <a class="code hl_enumvalue" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924a4f685dcd48e6614d6bb2ccda4f2686ef">Min</a>, <a class="code hl_struct" href="struct_max.html">Max</a> };</div>
<div class="line"><a id="l00026" name="l00026"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924aba3b7fb927f6b6c8b198a9cdc3dd9e02"> 26</a></span> <span class="keyword">enum</span> <a class="code hl_enumeration" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924">ReduceType</a> { <a class="code hl_enumvalue" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924aba3b7fb927f6b6c8b198a9cdc3dd9e02">And</a>, <a class="code hl_enumvalue" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924a7a959bb7b33f410a03b3c887173fd7ed">Or</a>, <a class="code hl_enumvalue" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924a1fc7c1f09c80650ab0497e2d6781d65f">Sum</a>, <a class="code hl_enumvalue" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924acdd1ec09a2fd99c81c561b5c63a4b482">Prod</a>, <a class="code hl_enumvalue" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924a4f685dcd48e6614d6bb2ccda4f2686ef">Min</a>, <a class="code hl_enumvalue" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924ac00cf69bbba24f7ab08d3ad618705988">Max</a> };</div>
<div class="line"><a id="l00027" name="l00027"></a><span class="lineno"> 27</span> </div>
<div class="foldopen" id="foldopen00028" data-start="{" data-end="}">
<div class="line"><a id="l00028" name="l00028"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#a2d1ea56cbf72a316680ea90aa6da1c2d"> 28</a></span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#a2d1ea56cbf72a316680ea90aa6da1c2d">AllReduce</a>(<a class="code hl_struct" href="structmlx_1_1core_1_1_stream.html">Stream</a> <a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_struct" href="structmlx_1_1core_1_1distributed_1_1_group.html">Group</a> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>, <a class="code hl_enumeration" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924">ReduceType</a> reduce_type)</div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"> 29</span> : <a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html">DistPrimitive</a>(<a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>), reduce_type_(reduce_type) {}</div>
<div class="line"><a id="l00029" name="l00029"></a><span class="lineno"> 29</span> : <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8c54166951522c2a52ef39fce8c87f8f">DistPrimitive</a>(<a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>), reduce_type_(reduce_type) {}</div>
</div>
<div class="line"><a id="l00030" name="l00030"></a><span class="lineno"> 30</span> </div>
<div class="line"><a id="l00031" name="l00031"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#acdc1965ad64ee9ee6328fe150a97902e"> 31</a></span> <span class="keywordtype">void</span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#acdc1965ad64ee9ee6328fe150a97902e">eval_cpu</a>(<span class="keyword">const</span> std::vector&lt;array&gt;&amp; inputs, std::vector&lt;array&gt;&amp; outputs)</div>
@@ -178,9 +192,9 @@ $(function(){ initResizable(false); });
</div>
<div class="line"><a id="l00074" name="l00074"></a><span class="lineno"> 74</span> </div>
<div class="foldopen" id="foldopen00075" data-start="{" data-end="};">
<div class="line"><a id="l00075" name="l00075"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html"> 75</a></span><span class="keyword">class </span><a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html">AllGather</a> : <span class="keyword">public</span> <a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html">DistPrimitive</a> {</div>
<div class="line"><a id="l00075" name="l00075"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html"> 75</a></span><span class="keyword">class </span><a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#af4b10a5b61f160fb64353057c185b661">AllGather</a> : <span class="keyword">public</span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8c54166951522c2a52ef39fce8c87f8f">DistPrimitive</a> {</div>
<div class="line"><a id="l00076" name="l00076"></a><span class="lineno"> 76</span> <span class="keyword">public</span>:</div>
<div class="line"><a id="l00077" name="l00077"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#af4b10a5b61f160fb64353057c185b661"> 77</a></span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#af4b10a5b61f160fb64353057c185b661">AllGather</a>(<a class="code hl_struct" href="structmlx_1_1core_1_1_stream.html">Stream</a> <a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_struct" href="structmlx_1_1core_1_1distributed_1_1_group.html">Group</a> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>) : <a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html">DistPrimitive</a>(<a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>) {}</div>
<div class="line"><a id="l00077" name="l00077"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#af4b10a5b61f160fb64353057c185b661"> 77</a></span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#af4b10a5b61f160fb64353057c185b661">AllGather</a>(<a class="code hl_struct" href="structmlx_1_1core_1_1_stream.html">Stream</a> <a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_struct" href="structmlx_1_1core_1_1distributed_1_1_group.html">Group</a> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>) : <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8c54166951522c2a52ef39fce8c87f8f">DistPrimitive</a>(<a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>) {}</div>
<div class="line"><a id="l00078" name="l00078"></a><span class="lineno"> 78</span> </div>
<div class="line"><a id="l00079" name="l00079"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#ab721fe0072fffbddbc3c4334dd033ba5"> 79</a></span> <span class="keywordtype">void</span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#ab721fe0072fffbddbc3c4334dd033ba5">eval_cpu</a>(<span class="keyword">const</span> std::vector&lt;array&gt;&amp; inputs, std::vector&lt;array&gt;&amp; outputs)</div>
<div class="line"><a id="l00080" name="l00080"></a><span class="lineno"> 80</span> <span class="keyword">override</span>;</div>
@@ -200,16 +214,16 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00094" name="l00094"></a><span class="lineno"> 94</span> <span class="keyword">const</span> std::vector&lt;int&gt;&amp; argnums,</div>
<div class="line"><a id="l00095" name="l00095"></a><span class="lineno"> 95</span> <span class="keyword">const</span> std::vector&lt;array&gt;&amp; outputs) <span class="keyword">override</span>;</div>
<div class="line"><a id="l00096" name="l00096"></a><span class="lineno"> 96</span> </div>
<div class="line"><a id="l00097" name="l00097"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#a8af1e90d4aa56f31ec40ad152ebd2421"> 97</a></span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#a8af1e90d4aa56f31ec40ad152ebd2421">DEFINE_PRINT</a>(<a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html">AllGather</a>);</div>
<div class="line"><a id="l00097" name="l00097"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#a8af1e90d4aa56f31ec40ad152ebd2421"> 97</a></span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#a8af1e90d4aa56f31ec40ad152ebd2421">DEFINE_PRINT</a>(<a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#af4b10a5b61f160fb64353057c185b661">AllGather</a>);</div>
<div class="line"><a id="l00098" name="l00098"></a><span class="lineno"> 98</span>};</div>
</div>
<div class="line"><a id="l00099" name="l00099"></a><span class="lineno"> 99</span> </div>
<div class="foldopen" id="foldopen00100" data-start="{" data-end="};">
<div class="line"><a id="l00100" name="l00100"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_send.html"> 100</a></span><span class="keyword">class </span><a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_send.html">Send</a> : <span class="keyword">public</span> <a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html">DistPrimitive</a> {</div>
<div class="line"><a id="l00100" name="l00100"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_send.html"> 100</a></span><span class="keyword">class </span><a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_send.html#a2481dd876b14d4a13ac466cbca9c4eac">Send</a> : <span class="keyword">public</span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8c54166951522c2a52ef39fce8c87f8f">DistPrimitive</a> {</div>
<div class="line"><a id="l00101" name="l00101"></a><span class="lineno"> 101</span> <span class="keyword">public</span>:</div>
<div class="foldopen" id="foldopen00102" data-start="{" data-end="}">
<div class="line"><a id="l00102" name="l00102"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_send.html#a2481dd876b14d4a13ac466cbca9c4eac"> 102</a></span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_send.html#a2481dd876b14d4a13ac466cbca9c4eac">Send</a>(<a class="code hl_struct" href="structmlx_1_1core_1_1_stream.html">Stream</a> <a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_struct" href="structmlx_1_1core_1_1distributed_1_1_group.html">Group</a> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>, <span class="keywordtype">int</span> dst)</div>
<div class="line"><a id="l00103" name="l00103"></a><span class="lineno"> 103</span> : <a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html">DistPrimitive</a>(<a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>), dst_(dst) {}</div>
<div class="line"><a id="l00103" name="l00103"></a><span class="lineno"> 103</span> : <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8c54166951522c2a52ef39fce8c87f8f">DistPrimitive</a>(<a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>), dst_(dst) {}</div>
</div>
<div class="line"><a id="l00104" name="l00104"></a><span class="lineno"> 104</span> </div>
<div class="line"><a id="l00105" name="l00105"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_send.html#af2620837bfc1b97217d006ed6e374051"> 105</a></span> <span class="keywordtype">void</span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_send.html#af2620837bfc1b97217d006ed6e374051">eval_cpu</a>(<span class="keyword">const</span> std::vector&lt;array&gt;&amp; inputs, std::vector&lt;array&gt;&amp; outputs)</div>
@@ -220,7 +234,7 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00110" name="l00110"></a><span class="lineno"> 110</span> <span class="keyword">const</span> std::vector&lt;array&gt;&amp; inputs,</div>
<div class="line"><a id="l00111" name="l00111"></a><span class="lineno"> 111</span> <span class="keyword">const</span> std::vector&lt;int&gt;&amp; axes) <span class="keyword">override</span>;</div>
<div class="line"><a id="l00112" name="l00112"></a><span class="lineno"> 112</span> </div>
<div class="line"><a id="l00113" name="l00113"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_send.html#a31bf76e24cf3836cf1fd26da30712e31"> 113</a></span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_send.html#a31bf76e24cf3836cf1fd26da30712e31">DEFINE_PRINT</a>(<a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_send.html">Send</a>);</div>
<div class="line"><a id="l00113" name="l00113"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_send.html#a31bf76e24cf3836cf1fd26da30712e31"> 113</a></span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_send.html#a31bf76e24cf3836cf1fd26da30712e31">DEFINE_PRINT</a>(<a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_send.html#a2481dd876b14d4a13ac466cbca9c4eac">Send</a>);</div>
<div class="line"><a id="l00114" name="l00114"></a><span class="lineno"> 114</span> </div>
<div class="line"><a id="l00115" name="l00115"></a><span class="lineno"> 115</span> <span class="keyword">private</span>:</div>
<div class="line"><a id="l00116" name="l00116"></a><span class="lineno"> 116</span> <span class="keywordtype">int</span> dst_;</div>
@@ -228,11 +242,11 @@ $(function(){ initResizable(false); });
</div>
<div class="line"><a id="l00118" name="l00118"></a><span class="lineno"> 118</span> </div>
<div class="foldopen" id="foldopen00119" data-start="{" data-end="};">
<div class="line"><a id="l00119" name="l00119"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_recv.html"> 119</a></span><span class="keyword">class </span><a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_recv.html">Recv</a> : <span class="keyword">public</span> <a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html">DistPrimitive</a> {</div>
<div class="line"><a id="l00119" name="l00119"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_recv.html"> 119</a></span><span class="keyword">class </span><a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_recv.html#a511dd4e0259da18a181a25579d9b55db">Recv</a> : <span class="keyword">public</span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8c54166951522c2a52ef39fce8c87f8f">DistPrimitive</a> {</div>
<div class="line"><a id="l00120" name="l00120"></a><span class="lineno"> 120</span> <span class="keyword">public</span>:</div>
<div class="foldopen" id="foldopen00121" data-start="{" data-end="}">
<div class="line"><a id="l00121" name="l00121"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_recv.html#a511dd4e0259da18a181a25579d9b55db"> 121</a></span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_recv.html#a511dd4e0259da18a181a25579d9b55db">Recv</a>(<a class="code hl_struct" href="structmlx_1_1core_1_1_stream.html">Stream</a> <a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_struct" href="structmlx_1_1core_1_1distributed_1_1_group.html">Group</a> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>, <span class="keywordtype">int</span> src)</div>
<div class="line"><a id="l00122" name="l00122"></a><span class="lineno"> 122</span> : <a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html">DistPrimitive</a>(<a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>), src_(src) {}</div>
<div class="line"><a id="l00122" name="l00122"></a><span class="lineno"> 122</span> : <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8c54166951522c2a52ef39fce8c87f8f">DistPrimitive</a>(<a class="code hl_function" href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">stream</a>, <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">group</a>), src_(src) {}</div>
</div>
<div class="line"><a id="l00123" name="l00123"></a><span class="lineno"> 123</span> </div>
<div class="line"><a id="l00124" name="l00124"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_recv.html#a3be84b08122a939edd6062d26261358a"> 124</a></span> <span class="keywordtype">void</span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_recv.html#a3be84b08122a939edd6062d26261358a">eval_cpu</a>(<span class="keyword">const</span> std::vector&lt;array&gt;&amp; inputs, std::vector&lt;array&gt;&amp; outputs)</div>
@@ -240,7 +254,7 @@ $(function(){ initResizable(false); });
<div class="line"><a id="l00126" name="l00126"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_recv.html#a932e39624bc3d234a7489c3decc4749e"> 126</a></span> <span class="keywordtype">void</span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_recv.html#a932e39624bc3d234a7489c3decc4749e">eval_gpu</a>(<span class="keyword">const</span> std::vector&lt;array&gt;&amp; inputs, std::vector&lt;array&gt;&amp; outputs)</div>
<div class="line"><a id="l00127" name="l00127"></a><span class="lineno"> 127</span> <span class="keyword">override</span>;</div>
<div class="line"><a id="l00128" name="l00128"></a><span class="lineno"> 128</span> </div>
<div class="line"><a id="l00129" name="l00129"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_recv.html#a7a0cad13da7cf8e565934318a2bc34f1"> 129</a></span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_recv.html#a7a0cad13da7cf8e565934318a2bc34f1">DEFINE_PRINT</a>(<a class="code hl_class" href="classmlx_1_1core_1_1distributed_1_1_recv.html">Recv</a>);</div>
<div class="line"><a id="l00129" name="l00129"></a><span class="lineno"><a class="line" href="classmlx_1_1core_1_1distributed_1_1_recv.html#a7a0cad13da7cf8e565934318a2bc34f1"> 129</a></span> <a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_recv.html#a7a0cad13da7cf8e565934318a2bc34f1">DEFINE_PRINT</a>(<a class="code hl_function" href="classmlx_1_1core_1_1distributed_1_1_recv.html#a511dd4e0259da18a181a25579d9b55db">Recv</a>);</div>
<div class="line"><a id="l00130" name="l00130"></a><span class="lineno"> 130</span> </div>
<div class="line"><a id="l00131" name="l00131"></a><span class="lineno"> 131</span> <span class="keyword">private</span>:</div>
<div class="line"><a id="l00132" name="l00132"></a><span class="lineno"> 132</span> <span class="keywordtype">int</span> src_;</div>
@@ -248,9 +262,8 @@ $(function(){ initResizable(false); });
</div>
<div class="line"><a id="l00134" name="l00134"></a><span class="lineno"> 134</span> </div>
<div class="line"><a id="l00135" name="l00135"></a><span class="lineno"> 135</span>} <span class="comment">// namespace mlx::core::distributed</span></div>
<div class="ttc" id="aclassmlx_1_1core_1_1_primitive_html"><div class="ttname"><a href="classmlx_1_1core_1_1_primitive.html">mlx::core::Primitive</a></div><div class="ttdef"><b>Definition</b> primitives.h:48</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1_primitive_html_a46e6257397a662528f9f831842ac456a"><div class="ttname"><a href="classmlx_1_1core_1_1_primitive.html#a46e6257397a662528f9f831842ac456a">mlx::core::Primitive::stream</a></div><div class="ttdeci">const Stream &amp; stream()</div><div class="ttdoc">The stream the primitive will run on.</div><div class="ttdef"><b>Definition</b> primitives.h:58</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_gather_html"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_gather.html">mlx::core::distributed::AllGather</a></div><div class="ttdef"><b>Definition</b> primitives.h:75</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1_primitive_html_afc69f22ee1f6e8a9ecc2c3a8f43b8fdb"><div class="ttname"><a href="classmlx_1_1core_1_1_primitive.html#afc69f22ee1f6e8a9ecc2c3a8f43b8fdb">mlx::core::Primitive::Primitive</a></div><div class="ttdeci">Primitive(Stream stream)</div><div class="ttdef"><b>Definition</b> primitives.h:50</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_gather_html_a4251ce0f2db2045226b66210b828af7a"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#a4251ce0f2db2045226b66210b828af7a">mlx::core::distributed::AllGather::eval_gpu</a></div><div class="ttdeci">void eval_gpu(const std::vector&lt; array &gt; &amp;inputs, std::vector&lt; array &gt; &amp;outputs) override</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_gather_html_a8af1e90d4aa56f31ec40ad152ebd2421"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#a8af1e90d4aa56f31ec40ad152ebd2421">mlx::core::distributed::AllGather::DEFINE_PRINT</a></div><div class="ttdeci">DEFINE_PRINT(AllGather)</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_gather_html_a96f08a4ea8453d0b4b737c7b07972913"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#a96f08a4ea8453d0b4b737c7b07972913">mlx::core::distributed::AllGather::jvp</a></div><div class="ttdeci">std::vector&lt; array &gt; jvp(const std::vector&lt; array &gt; &amp;primals, const std::vector&lt; array &gt; &amp;tangents, const std::vector&lt; int &gt; &amp;argnums) override</div><div class="ttdoc">The Jacobian-vector product.</div></div>
@@ -258,7 +271,6 @@ $(function(){ initResizable(false); });
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_gather_html_ab721fe0072fffbddbc3c4334dd033ba5"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#ab721fe0072fffbddbc3c4334dd033ba5">mlx::core::distributed::AllGather::eval_cpu</a></div><div class="ttdeci">void eval_cpu(const std::vector&lt; array &gt; &amp;inputs, std::vector&lt; array &gt; &amp;outputs) override</div><div class="ttdoc">A primitive must know how to evaluate itself on the CPU/GPU for the given inputs and populate the out...</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_gather_html_ad532d1d51f089dec3c84799b724ea031"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#ad532d1d51f089dec3c84799b724ea031">mlx::core::distributed::AllGather::vmap</a></div><div class="ttdeci">std::pair&lt; std::vector&lt; array &gt;, std::vector&lt; int &gt; &gt; vmap(const std::vector&lt; array &gt; &amp;inputs, const std::vector&lt; int &gt; &amp;axes) override</div><div class="ttdoc">The primitive must know how to vectorize itself across the given axes.</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_gather_html_af4b10a5b61f160fb64353057c185b661"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_gather.html#af4b10a5b61f160fb64353057c185b661">mlx::core::distributed::AllGather::AllGather</a></div><div class="ttdeci">AllGather(Stream stream, Group group)</div><div class="ttdef"><b>Definition</b> primitives.h:77</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html">mlx::core::distributed::AllReduce</a></div><div class="ttdef"><b>Definition</b> primitives.h:24</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_a2d1ea56cbf72a316680ea90aa6da1c2d"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#a2d1ea56cbf72a316680ea90aa6da1c2d">mlx::core::distributed::AllReduce::AllReduce</a></div><div class="ttdeci">AllReduce(Stream stream, Group group, ReduceType reduce_type)</div><div class="ttdef"><b>Definition</b> primitives.h:28</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_a3f2dc71859847ca675ec4bfbe125035a"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#a3f2dc71859847ca675ec4bfbe125035a">mlx::core::distributed::AllReduce::vmap</a></div><div class="ttdeci">std::pair&lt; std::vector&lt; array &gt;, std::vector&lt; int &gt; &gt; vmap(const std::vector&lt; array &gt; &amp;inputs, const std::vector&lt; int &gt; &amp;axes) override</div><div class="ttdoc">The primitive must know how to vectorize itself across the given axes.</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_a52df7155f56b8450581b2fd2747cad20"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#a52df7155f56b8450581b2fd2747cad20">mlx::core::distributed::AllReduce::eval_gpu</a></div><div class="ttdeci">void eval_gpu(const std::vector&lt; array &gt; &amp;inputs, std::vector&lt; array &gt; &amp;outputs) override</div></div>
@@ -273,15 +285,12 @@ $(function(){ initResizable(false); });
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_abbf6d1d63dcda207ad7d9eeb4fc36225"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abbf6d1d63dcda207ad7d9eeb4fc36225">mlx::core::distributed::AllReduce::vjp</a></div><div class="ttdeci">std::vector&lt; array &gt; vjp(const std::vector&lt; array &gt; &amp;primals, const std::vector&lt; array &gt; &amp;cotangents, const std::vector&lt; int &gt; &amp;argnums, const std::vector&lt; array &gt; &amp;outputs) override</div><div class="ttdoc">The vector-Jacobian product.</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_acdc1965ad64ee9ee6328fe150a97902e"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#acdc1965ad64ee9ee6328fe150a97902e">mlx::core::distributed::AllReduce::eval_cpu</a></div><div class="ttdeci">void eval_cpu(const std::vector&lt; array &gt; &amp;inputs, std::vector&lt; array &gt; &amp;outputs) override</div><div class="ttdoc">A primitive must know how to evaluate itself on the CPU/GPU for the given inputs and populate the out...</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_aeaf6f2b5955e7417cd1e36db42c45a80"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_all_reduce.html#aeaf6f2b5955e7417cd1e36db42c45a80">mlx::core::distributed::AllReduce::jvp</a></div><div class="ttdeci">std::vector&lt; array &gt; jvp(const std::vector&lt; array &gt; &amp;primals, const std::vector&lt; array &gt; &amp;tangents, const std::vector&lt; int &gt; &amp;argnums) override</div><div class="ttdoc">The Jacobian-vector product.</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_dist_primitive_html"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html">mlx::core::distributed::DistPrimitive</a></div><div class="ttdef"><b>Definition</b> primitives.h:11</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_dist_primitive_html_a8831cb61ac633431b78b5fb99c0ea9ff"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8831cb61ac633431b78b5fb99c0ea9ff">mlx::core::distributed::DistPrimitive::group</a></div><div class="ttdeci">const Group &amp; group() const</div><div class="ttdef"><b>Definition</b> primitives.h:16</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_dist_primitive_html_a8c54166951522c2a52ef39fce8c87f8f"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_dist_primitive.html#a8c54166951522c2a52ef39fce8c87f8f">mlx::core::distributed::DistPrimitive::DistPrimitive</a></div><div class="ttdeci">DistPrimitive(Stream stream, Group group)</div><div class="ttdef"><b>Definition</b> primitives.h:13</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_recv_html"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_recv.html">mlx::core::distributed::Recv</a></div><div class="ttdef"><b>Definition</b> primitives.h:119</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_recv_html_a3be84b08122a939edd6062d26261358a"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_recv.html#a3be84b08122a939edd6062d26261358a">mlx::core::distributed::Recv::eval_cpu</a></div><div class="ttdeci">void eval_cpu(const std::vector&lt; array &gt; &amp;inputs, std::vector&lt; array &gt; &amp;outputs) override</div><div class="ttdoc">A primitive must know how to evaluate itself on the CPU/GPU for the given inputs and populate the out...</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_recv_html_a511dd4e0259da18a181a25579d9b55db"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_recv.html#a511dd4e0259da18a181a25579d9b55db">mlx::core::distributed::Recv::Recv</a></div><div class="ttdeci">Recv(Stream stream, Group group, int src)</div><div class="ttdef"><b>Definition</b> primitives.h:121</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_recv_html_a7a0cad13da7cf8e565934318a2bc34f1"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_recv.html#a7a0cad13da7cf8e565934318a2bc34f1">mlx::core::distributed::Recv::DEFINE_PRINT</a></div><div class="ttdeci">DEFINE_PRINT(Recv)</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_recv_html_a932e39624bc3d234a7489c3decc4749e"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_recv.html#a932e39624bc3d234a7489c3decc4749e">mlx::core::distributed::Recv::eval_gpu</a></div><div class="ttdeci">void eval_gpu(const std::vector&lt; array &gt; &amp;inputs, std::vector&lt; array &gt; &amp;outputs) override</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_send_html"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_send.html">mlx::core::distributed::Send</a></div><div class="ttdef"><b>Definition</b> primitives.h:100</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_send_html_a0c8dbd2a912be91be04ec701e29fba3d"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_send.html#a0c8dbd2a912be91be04ec701e29fba3d">mlx::core::distributed::Send::eval_gpu</a></div><div class="ttdeci">void eval_gpu(const std::vector&lt; array &gt; &amp;inputs, std::vector&lt; array &gt; &amp;outputs) override</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_send_html_a2481dd876b14d4a13ac466cbca9c4eac"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_send.html#a2481dd876b14d4a13ac466cbca9c4eac">mlx::core::distributed::Send::Send</a></div><div class="ttdeci">Send(Stream stream, Group group, int dst)</div><div class="ttdef"><b>Definition</b> primitives.h:102</div></div>
<div class="ttc" id="aclassmlx_1_1core_1_1distributed_1_1_send_html_a31bf76e24cf3836cf1fd26da30712e31"><div class="ttname"><a href="classmlx_1_1core_1_1distributed_1_1_send.html#a31bf76e24cf3836cf1fd26da30712e31">mlx::core::distributed::Send::DEFINE_PRINT</a></div><div class="ttdeci">DEFINE_PRINT(Send)</div></div>
@@ -291,14 +300,16 @@ $(function(){ initResizable(false); });
<div class="ttc" id="adistributed__impl_8h_html"><div class="ttname"><a href="distributed__impl_8h.html">distributed_impl.h</a></div></div>
<div class="ttc" id="anamespacemlx_1_1core_1_1distributed_html"><div class="ttname"><a href="namespacemlx_1_1core_1_1distributed.html">mlx::core::distributed</a></div><div class="ttdef"><b>Definition</b> distributed.h:9</div></div>
<div class="ttc" id="aprimitives_8h_html"><div class="ttname"><a href="primitives_8h.html">primitives.h</a></div></div>
<div class="ttc" id="astruct_max_html"><div class="ttname"><a href="struct_max.html">Max</a></div><div class="ttdef"><b>Definition</b> ops.h:185</div></div>
<div class="ttc" id="astructmlx_1_1core_1_1_stream_html"><div class="ttname"><a href="structmlx_1_1core_1_1_stream.html">mlx::core::Stream</a></div><div class="ttdef"><b>Definition</b> stream.h:9</div></div>
<div class="ttc" id="astructmlx_1_1core_1_1distributed_1_1_group_html"><div class="ttname"><a href="structmlx_1_1core_1_1distributed_1_1_group.html">mlx::core::distributed::Group</a></div><div class="ttdoc">A distributed::Group represents a group of independent mlx processes that can communicate.</div><div class="ttdef"><b>Definition</b> distributed.h:19</div></div>
<div class="ttc" id="astructmlx_1_1core_1_1distributed_1_1_group_html"><div class="ttname"><a href="structmlx_1_1core_1_1distributed_1_1_group.html">mlx::core::distributed::Group</a></div><div class="ttdoc">A distributed::Group represents a group of independent mlx processes that can communicate.</div><div class="ttdef"><b>Definition</b> distributed.h:24</div></div>
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