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< a href = "distributed__impl_8h.html" > Go to the documentation of this file.< / a > < div class = "fragment" > < div class = "line" > < a id = "l00001" name = "l00001" > < / a > < span class = "lineno" > 1< / span > < span class = "comment" > // Copyright © 2024 Apple Inc.< / span > < / div >
< div class = "line" > < a id = "l00002" name = "l00002" > < / a > < span class = "lineno" > 2< / span > < / div >
< div class = "line" > < a id = "l00003" name = "l00003" > < / a > < span class = "lineno" > 3< / span > < span class = "preprocessor" > #pragma once< / span > < / div >
< div class = "line" > < a id = "l00004" name = "l00004" > < / a > < span class = "lineno" > 4< / span > < / div >
< div class = "line" > < a id = "l00005" name = "l00005" > < / a > < span class = "lineno" > 5< / span > < span class = "preprocessor" > #include " < a class = "code" href = "distributed_8h.html" > mlx/distributed/distributed.h< / a > " < / span > < / div >
< 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 = "keyword" > namespace < / span > < a class = "code hl_namespace" href = "namespacemlx_1_1core_1_1distributed_1_1detail.html" > mlx::core::distributed::detail< / a > {< / div >
< div class = "line" > < a id = "l00008" name = "l00008" > < / a > < span class = "lineno" > 8< / span > < / div >
< div class = "foldopen" id = "foldopen00012" data-start = "{" data-end = "};" >
< div class = "line" > < a id = "l00012" name = "l00012" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html" > 12< / a > < / span > < span class = "keyword" > class < / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html" > GroupImpl< / a > {< / div >
< div class = "line" > < a id = "l00013" name = "l00013" > < / a > < span class = "lineno" > 13< / span > < span class = "keyword" > public< / span > :< / div >
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< div class = "line" > < a id = "l00014" name = "l00014" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#a83f119b87210f53438c5ba675a78065e" > 14< / a > < / span > < span class = "keyword" > virtual< / span > < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#a83f119b87210f53438c5ba675a78065e" > ~GroupImpl< / a > () {}< / div >
< div class = "line" > < a id = "l00015" name = "l00015" > < / a > < span class = "lineno" > 15< / span > < / div >
< div class = "line" > < a id = "l00016" name = "l00016" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ae0838a40ce58442cdc73d57d7969a702" > 16< / a > < / span > < span class = "keyword" > virtual< / span > < span class = "keywordtype" > int< / span > < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ae0838a40ce58442cdc73d57d7969a702" > rank< / a > () = 0;< / div >
< div class = "line" > < a id = "l00017" name = "l00017" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ab1c8044b05f185c4bcc53002d4587599" > 17< / a > < / span > < span class = "keyword" > virtual< / span > < span class = "keywordtype" > int< / span > < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ab1c8044b05f185c4bcc53002d4587599" > size< / a > () = 0;< / div >
< div class = "line" > < a id = "l00018" name = "l00018" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#a87800a23c8160933a2d77a55a959194d" > 18< / a > < / span > < span class = "keyword" > virtual< / span > std::shared_ptr< GroupImpl> < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#a87800a23c8160933a2d77a55a959194d" > split< / a > (< span class = "keywordtype" > int< / span > color, < span class = "keywordtype" > int< / span > key = -1) = 0;< / div >
< div class = "line" > < a id = "l00019" name = "l00019" > < / a > < span class = "lineno" > 19< / span > < / div >
< div class = "line" > < a id = "l00020" name = "l00020" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ae163a6f444c6cc8820288b20f294e483" > 20< / a > < / span > < span class = "keyword" > virtual< / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ae163a6f444c6cc8820288b20f294e483" > all_sum< / a > (< span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & input, < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & output) = 0;< / div >
< div class = "line" > < a id = "l00021" name = "l00021" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#a04bb1df23abe5b1f3fa0126375c6cea4" > 21< / a > < / span > < span class = "keyword" > virtual< / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#a04bb1df23abe5b1f3fa0126375c6cea4" > all_gather< / a > (< span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & input, < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & output) = 0;< / div >
< div class = "line" > < a id = "l00022" name = "l00022" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ac8472eb2f96d1b14c7e4ccef56268ba0" > 22< / a > < / span > < span class = "keyword" > virtual< / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ac8472eb2f96d1b14c7e4ccef56268ba0" > send< / a > (< span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & input, < span class = "keywordtype" > int< / span > dst) = 0;< / div >
< div class = "line" > < a id = "l00023" name = "l00023" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ac4af5fc16a82ba8c72df04d7694f8352" > 23< / a > < / span > < span class = "keyword" > virtual< / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ac4af5fc16a82ba8c72df04d7694f8352" > recv< / a > (< a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & out, < span class = "keywordtype" > int< / span > src) = 0;< / div >
< div class = "line" > < a id = "l00024" name = "l00024" > < / a > < span class = "lineno" > 24< / span > };< / div >
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< / div >
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< div class = "line" > < a id = "l00025" name = "l00025" > < / a > < span class = "lineno" > 25< / span > < / div >
< div class = "line" > < a id = "l00026" name = "l00026" > < / a > < span class = "lineno" > 26< / span > < span class = "comment" > /* Return the communication stream. */< / span > < / div >
< div class = "line" > < a id = "l00027" name = "l00027" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#ac3612edf0e0e18c1e4ba0ce7c6e35cd6" > 27< / a > < / span > < a class = "code hl_struct" href = "structmlx_1_1core_1_1_stream.html" > Stream< / a > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#ac3612edf0e0e18c1e4ba0ce7c6e35cd6" > communication_stream< / a > ();< / div >
< div class = "line" > < a id = "l00028" name = "l00028" > < / a > < span class = "lineno" > 28< / span > < / div >
< div class = "line" > < a id = "l00029" name = "l00029" > < / a > < span class = "lineno" > 29< / span > < span class = "comment" > /* Perform an all reduce sum operation */< / span > < / div >
< div class = "line" > < a id = "l00030" name = "l00030" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#aa1d225b25f7b6426c48c5e35860ee960" > 30< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#aa1d225b25f7b6426c48c5e35860ee960" > all_sum< / a > (< a class = "code hl_struct" href = "structmlx_1_1core_1_1distributed_1_1_group.html" > Group< / a > group, < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & input, < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & output);< / div >
< div class = "line" > < a id = "l00031" name = "l00031" > < / a > < span class = "lineno" > 31< / span > < / div >
< div class = "line" > < a id = "l00032" name = "l00032" > < / a > < span class = "lineno" > 32< / span > < span class = "comment" > /* Perform an all gather operation */< / span > < / div >
< div class = "line" > < a id = "l00033" name = "l00033" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#aeb5a1726358213bc75756506f7b54d04" > 33< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#aeb5a1726358213bc75756506f7b54d04" > all_gather< / a > (< a class = "code hl_struct" href = "structmlx_1_1core_1_1distributed_1_1_group.html" > Group< / a > group, < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & input, < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & output);< / div >
< div class = "line" > < a id = "l00034" name = "l00034" > < / a > < span class = "lineno" > 34< / span > < / div >
< div class = "line" > < a id = "l00036" name = "l00036" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#abf33511660ac71df5fc92f2aad6c6e08" > 36< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#abf33511660ac71df5fc92f2aad6c6e08" > send< / a > (< a class = "code hl_struct" href = "structmlx_1_1core_1_1distributed_1_1_group.html" > Group< / a > group, < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & input, < span class = "keywordtype" > int< / span > dst);< / div >
< div class = "line" > < a id = "l00037" name = "l00037" > < / a > < span class = "lineno" > 37< / span > < / div >
< div class = "line" > < a id = "l00039" name = "l00039" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#a003de04deb00ecbb19179b3f557df548" > 39< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#a003de04deb00ecbb19179b3f557df548" > recv< / a > (< a class = "code hl_struct" href = "structmlx_1_1core_1_1distributed_1_1_group.html" > Group< / a > group, < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & out, < span class = "keywordtype" > int< / span > src);< / div >
< div class = "line" > < a id = "l00040" name = "l00040" > < / a > < span class = "lineno" > 40< / span > < / div >
< div class = "line" > < a id = "l00041" name = "l00041" > < / a > < span class = "lineno" > 41< / span > } < span class = "comment" > // namespace mlx::core::distributed::detail< / span > < / div >
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< div class = "ttc" id = "aclassmlx_1_1core_1_1array_html" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1array.html" > mlx::core::array< / a > < / div > < div class = "ttdef" > < b > Definition< / b > array.h:24< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl_html" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html" > mlx::core::distributed::detail::GroupImpl< / a > < / div > < div class = "ttdoc" > Abstract base class of a distributed group implementation.< / div > < div class = "ttdef" > < b > Definition< / b > distributed_impl.h:12< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl_html_a04bb1df23abe5b1f3fa0126375c6cea4" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#a04bb1df23abe5b1f3fa0126375c6cea4" > mlx::core::distributed::detail::GroupImpl::all_gather< / a > < / div > < div class = "ttdeci" > virtual void all_gather(const array & input, array & output)=0< / div > < / div >
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< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl_html_a83f119b87210f53438c5ba675a78065e" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#a83f119b87210f53438c5ba675a78065e" > mlx::core::distributed::detail::GroupImpl::~GroupImpl< / a > < / div > < div class = "ttdeci" > virtual ~GroupImpl()< / div > < div class = "ttdef" > < b > Definition< / b > distributed_impl.h:14< / div > < / div >
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< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl_html_a87800a23c8160933a2d77a55a959194d" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#a87800a23c8160933a2d77a55a959194d" > mlx::core::distributed::detail::GroupImpl::split< / a > < / div > < div class = "ttdeci" > virtual std::shared_ptr< GroupImpl > split(int color, int key=-1)=0< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl_html_ab1c8044b05f185c4bcc53002d4587599" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ab1c8044b05f185c4bcc53002d4587599" > mlx::core::distributed::detail::GroupImpl::size< / a > < / div > < div class = "ttdeci" > virtual int size()=0< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl_html_ac4af5fc16a82ba8c72df04d7694f8352" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ac4af5fc16a82ba8c72df04d7694f8352" > mlx::core::distributed::detail::GroupImpl::recv< / a > < / div > < div class = "ttdeci" > virtual void recv(array & out, int src)=0< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl_html_ac8472eb2f96d1b14c7e4ccef56268ba0" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ac8472eb2f96d1b14c7e4ccef56268ba0" > mlx::core::distributed::detail::GroupImpl::send< / a > < / div > < div class = "ttdeci" > virtual void send(const array & input, int dst)=0< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl_html_ae0838a40ce58442cdc73d57d7969a702" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ae0838a40ce58442cdc73d57d7969a702" > mlx::core::distributed::detail::GroupImpl::rank< / a > < / div > < div class = "ttdeci" > virtual int rank()=0< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl_html_ae163a6f444c6cc8820288b20f294e483" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1detail_1_1_group_impl.html#ae163a6f444c6cc8820288b20f294e483" > mlx::core::distributed::detail::GroupImpl::all_sum< / a > < / div > < div class = "ttdeci" > virtual void all_sum(const array & input, array & output)=0< / div > < / div >
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< div class = "ttc" id = "adistributed_8h_html" > < div class = "ttname" > < a href = "distributed_8h.html" > distributed.h< / a > < / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_1_1distributed_1_1detail_html" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1distributed_1_1detail.html" > mlx::core::distributed::detail< / a > < / div > < div class = "ttdef" > < b > Definition< / b > distributed.h:12< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_1_1distributed_1_1detail_html_a003de04deb00ecbb19179b3f557df548" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#a003de04deb00ecbb19179b3f557df548" > mlx::core::distributed::detail::recv< / a > < / div > < div class = "ttdeci" > void recv(Group group, array & out, int src)< / div > < div class = "ttdoc" > Recv an array from the src rank.< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_1_1distributed_1_1detail_html_aa1d225b25f7b6426c48c5e35860ee960" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#aa1d225b25f7b6426c48c5e35860ee960" > mlx::core::distributed::detail::all_sum< / a > < / div > < div class = "ttdeci" > void all_sum(Group group, const array & input, array & output)< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_1_1distributed_1_1detail_html_abf33511660ac71df5fc92f2aad6c6e08" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#abf33511660ac71df5fc92f2aad6c6e08" > mlx::core::distributed::detail::send< / a > < / div > < div class = "ttdeci" > void send(Group group, const array & input, int dst)< / div > < div class = "ttdoc" > Send an array to the dst rank.< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_1_1distributed_1_1detail_html_ac3612edf0e0e18c1e4ba0ce7c6e35cd6" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#ac3612edf0e0e18c1e4ba0ce7c6e35cd6" > mlx::core::distributed::detail::communication_stream< / a > < / div > < div class = "ttdeci" > Stream communication_stream()< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_1_1distributed_1_1detail_html_aeb5a1726358213bc75756506f7b54d04" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1distributed_1_1detail.html#aeb5a1726358213bc75756506f7b54d04" > mlx::core::distributed::detail::all_gather< / a > < / div > < div class = "ttdeci" > void all_gather(Group group, const array & input, array & output)< / 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 >
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< 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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