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< a href = "distributed_2primitives_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 = "l00006" name = "l00006" > < / a > < span class = "lineno" > 6< / span > < span class = "preprocessor" > #include " < a class = "code" href = "distributed__impl_8h.html" > mlx/distributed/distributed_impl.h< / a > " < / span > < / div >
< div class = "line" > < a id = "l00007" name = "l00007" > < / a > < span class = "lineno" > 7< / span > < span class = "preprocessor" > #include " < a class = "code" href = "primitives_8h.html" > mlx/primitives.h< / a > " < / span > < / div >
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< div class = "line" > < a id = "l00025" name = "l00025" > < / a > < span class = "lineno" > 25< / span > < span class = "keyword" > public< / span > :< / div >
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< 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 >
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< / div >
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< div class = "line" > < a id = "l00036" name = "l00036" > < / a > < span class = "lineno" > 36< / span > < span class = "keyword" > const< / span > std::vector< array> & inputs,< / div >
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< div class = "line" > < a id = "l00041" name = "l00041" > < / a > < span class = "lineno" > 41< / span > < span class = "keyword" > const< / span > std::vector< int> & argnums) < span class = "keyword" > override< / span > ;< / div >
< div class = "line" > < a id = "l00042" name = "l00042" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abbf6d1d63dcda207ad7d9eeb4fc36225" > 42< / a > < / span > std::vector< array> < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abbf6d1d63dcda207ad7d9eeb4fc36225" > vjp< / a > (< / div >
< div class = "line" > < a id = "l00043" name = "l00043" > < / a > < span class = "lineno" > 43< / span > < span class = "keyword" > const< / span > std::vector< array> & primals,< / div >
< div class = "line" > < a id = "l00044" name = "l00044" > < / a > < span class = "lineno" > 44< / span > < span class = "keyword" > const< / span > std::vector< array> & cotangents,< / div >
< div class = "line" > < a id = "l00045" name = "l00045" > < / a > < span class = "lineno" > 45< / span > < span class = "keyword" > const< / span > std::vector< int> & argnums,< / div >
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< div class = "line" > < a id = "l00050" name = "l00050" > < / a > < span class = "lineno" > 50< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_enumvalue" href = "classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924aba3b7fb927f6b6c8b198a9cdc3dd9e02" > And< / a > :< / div >
< div class = "line" > < a id = "l00051" name = "l00051" > < / a > < span class = "lineno" > 51< / span > os < < < span class = "stringliteral" > " And" < / span > ;< / div >
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< div class = "line" > < a id = "l00056" name = "l00056" > < / a > < span class = "lineno" > 56< / span > os < < < span class = "stringliteral" > " Sum" < / span > ;< / div >
< div class = "line" > < a id = "l00057" name = "l00057" > < / a > < span class = "lineno" > 57< / span > < span class = "keywordflow" > break< / span > ;< / div >
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< div class = "line" > < a id = "l00059" name = "l00059" > < / a > < span class = "lineno" > 59< / span > os < < < span class = "stringliteral" > " Prod" < / span > ;< / div >
< div class = "line" > < a id = "l00060" name = "l00060" > < / a > < span class = "lineno" > 60< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00061" name = "l00061" > < / a > < span class = "lineno" > 61< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_enumvalue" href = "classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924a4f685dcd48e6614d6bb2ccda4f2686ef" > Min< / a > :< / div >
< div class = "line" > < a id = "l00062" name = "l00062" > < / a > < span class = "lineno" > 62< / span > os < < < span class = "stringliteral" > " Min" < / span > ;< / div >
< div class = "line" > < a id = "l00063" name = "l00063" > < / a > < span class = "lineno" > 63< / span > < span class = "keywordflow" > break< / span > ;< / div >
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< div class = "line" > < a id = "l00065" name = "l00065" > < / a > < span class = "lineno" > 65< / span > os < < < span class = "stringliteral" > " Max" < / span > ;< / div >
< div class = "line" > < a id = "l00066" name = "l00066" > < / a > < span class = "lineno" > 66< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00067" name = "l00067" > < / a > < span class = "lineno" > 67< / span > }< / div >
< div class = "line" > < a id = "l00068" name = "l00068" > < / a > < span class = "lineno" > 68< / span > os < < < span class = "stringliteral" > " AllReduce" < / span > ;< / div >
< div class = "line" > < a id = "l00069" name = "l00069" > < / a > < span class = "lineno" > 69< / span > }< / div >
< / div >
< div class = "line" > < a id = "l00070" name = "l00070" > < / a > < span class = "lineno" > 70< / span > < / div >
< div class = "line" > < a id = "l00071" name = "l00071" > < / a > < span class = "lineno" > 71< / span > < span class = "keyword" > private< / span > :< / div >
< div class = "line" > < a id = "l00072" name = "l00072" > < / a > < span class = "lineno" > 72< / span > < 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 = "l00073" name = "l00073" > < / a > < span class = "lineno" > 73< / span > };< / div >
< / 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 = "};" >
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< 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 >
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< div class = "line" > < a id = "l00076" name = "l00076" > < / a > < span class = "lineno" > 76< / span > < span class = "keyword" > public< / span > :< / div >
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< 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 >
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< div class = "line" > < a id = "l00078" name = "l00078" > < / a > < span class = "lineno" > 78< / span > < / div >
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< div class = "line" > < a id = "l00080" name = "l00080" > < / a > < span class = "lineno" > 80< / span > < span class = "keyword" > override< / span > ;< / div >
< div class = "line" > < a id = "l00081" name = "l00081" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1_all_gather.html#a4251ce0f2db2045226b66210b828af7a" > 81< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1_all_gather.html#a4251ce0f2db2045226b66210b828af7a" > eval_gpu< / a > (< span class = "keyword" > const< / span > std::vector< array> & inputs, std::vector< array> & outputs)< / div >
< div class = "line" > < a id = "l00082" name = "l00082" > < / a > < span class = "lineno" > 82< / span > < span class = "keyword" > override< / span > ;< / div >
< div class = "line" > < a id = "l00083" name = "l00083" > < / a > < span class = "lineno" > 83< / span > < / div >
< div class = "line" > < a id = "l00084" name = "l00084" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1_all_gather.html#ad532d1d51f089dec3c84799b724ea031" > 84< / a > < / span > std::pair< std::vector< array> , std::vector< int> > < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1_all_gather.html#ad532d1d51f089dec3c84799b724ea031" > vmap< / a > (< / div >
< div class = "line" > < a id = "l00085" name = "l00085" > < / a > < span class = "lineno" > 85< / span > < span class = "keyword" > const< / span > std::vector< array> & inputs,< / div >
< div class = "line" > < a id = "l00086" name = "l00086" > < / a > < span class = "lineno" > 86< / span > < span class = "keyword" > const< / span > std::vector< int> & axes) < span class = "keyword" > override< / span > ;< / div >
< div class = "line" > < a id = "l00087" name = "l00087" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1_all_gather.html#a96f08a4ea8453d0b4b737c7b07972913" > 87< / a > < / span > std::vector< array> < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1_all_gather.html#a96f08a4ea8453d0b4b737c7b07972913" > jvp< / a > (< / div >
< div class = "line" > < a id = "l00088" name = "l00088" > < / a > < span class = "lineno" > 88< / span > < span class = "keyword" > const< / span > std::vector< array> & primals,< / div >
< div class = "line" > < a id = "l00089" name = "l00089" > < / a > < span class = "lineno" > 89< / span > < span class = "keyword" > const< / span > std::vector< array> & tangents,< / div >
< div class = "line" > < a id = "l00090" name = "l00090" > < / a > < span class = "lineno" > 90< / span > < span class = "keyword" > const< / span > std::vector< int> & argnums) < span class = "keyword" > override< / span > ;< / div >
< div class = "line" > < a id = "l00091" name = "l00091" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1_all_gather.html#aa5eff6fc128b71220899aab8ab9116fb" > 91< / a > < / span > std::vector< array> < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1_all_gather.html#aa5eff6fc128b71220899aab8ab9116fb" > vjp< / a > (< / div >
< div class = "line" > < a id = "l00092" name = "l00092" > < / a > < span class = "lineno" > 92< / span > < span class = "keyword" > const< / span > std::vector< array> & primals,< / div >
< div class = "line" > < a id = "l00093" name = "l00093" > < / a > < span class = "lineno" > 93< / span > < span class = "keyword" > const< / span > std::vector< array> & cotangents,< / div >
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< div class = "line" > < a id = "l00095" name = "l00095" > < / a > < span class = "lineno" > 95< / span > < span class = "keyword" > const< / span > std::vector< array> & outputs) < span class = "keyword" > override< / span > ;< / div >
< div class = "line" > < a id = "l00096" name = "l00096" > < / a > < span class = "lineno" > 96< / span > < / div >
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< 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 >
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< 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 = "};" >
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< 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 >
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< div class = "line" > < a id = "l00101" name = "l00101" > < / a > < span class = "lineno" > 101< / span > < span class = "keyword" > public< / span > :< / div >
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< 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 >
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< 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 >
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< / div >
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< div class = "line" > < a id = "l00107" name = "l00107" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1_send.html#a0c8dbd2a912be91be04ec701e29fba3d" > 107< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1_send.html#a0c8dbd2a912be91be04ec701e29fba3d" > eval_gpu< / a > (< span class = "keyword" > const< / span > std::vector< array> & inputs, std::vector< array> & outputs)< / div >
< div class = "line" > < a id = "l00108" name = "l00108" > < / a > < span class = "lineno" > 108< / span > < span class = "keyword" > override< / span > ;< / div >
< div class = "line" > < a id = "l00109" name = "l00109" > < / a > < span class = "lineno" > < a class = "line" href = "classmlx_1_1core_1_1distributed_1_1_send.html#a5cfb66191b9e8b86649da77af55b0f93" > 109< / a > < / span > std::pair< std::vector< array> , std::vector< int> > < a class = "code hl_function" href = "classmlx_1_1core_1_1distributed_1_1_send.html#a5cfb66191b9e8b86649da77af55b0f93" > vmap< / a > (< / div >
< div class = "line" > < a id = "l00110" name = "l00110" > < / a > < span class = "lineno" > 110< / span > < span class = "keyword" > const< / span > std::vector< array> & inputs,< / div >
< div class = "line" > < a id = "l00111" name = "l00111" > < / a > < span class = "lineno" > 111< / span > < span class = "keyword" > const< / span > std::vector< int> & axes) < span class = "keyword" > override< / span > ;< / div >
< div class = "line" > < a id = "l00112" name = "l00112" > < / a > < span class = "lineno" > 112< / span > < / div >
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< 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 >
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< 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 >
< div class = "line" > < a id = "l00117" name = "l00117" > < / a > < span class = "lineno" > 117< / span > };< / div >
< / 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 = "};" >
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< 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 >
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< 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 >
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< 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 >
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< / 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< array> & inputs, std::vector< array> & outputs)< / div >
< div class = "line" > < a id = "l00125" name = "l00125" > < / a > < span class = "lineno" > 125< / span > < span class = "keyword" > override< / span > ;< / div >
< 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< array> & inputs, std::vector< array> & 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 >
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< 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 >
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< 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 >
< div class = "line" > < a id = "l00133" name = "l00133" > < / a > < span class = "lineno" > 133< / span > };< / div >
< / 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_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 & stream()< / div > < div class = "ttdoc" > The stream the primitive will run on.< / div > < div class = "ttdef" > < b > Definition< / b > primitives.h:58< / div > < / div >
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< 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 >
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< 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< array > & inputs, std::vector< array > & 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< array > jvp(const std::vector< array > & primals, const std::vector< array > & tangents, const std::vector< int > & argnums) override< / div > < div class = "ttdoc" > The Jacobian-vector product.< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1_all_gather_html_aa5eff6fc128b71220899aab8ab9116fb" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1_all_gather.html#aa5eff6fc128b71220899aab8ab9116fb" > mlx::core::distributed::AllGather::vjp< / a > < / div > < div class = "ttdeci" > std::vector< array > vjp(const std::vector< array > & primals, const std::vector< array > & cotangents, const std::vector< int > & argnums, const std::vector< array > & outputs) override< / div > < div class = "ttdoc" > The vector-Jacobian product.< / div > < / div >
< 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< array > & inputs, std::vector< array > & 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< std::vector< array > , std::vector< int > > vmap(const std::vector< array > & inputs, const std::vector< int > & 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_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< std::vector< array > , std::vector< int > > vmap(const std::vector< array > & inputs, const std::vector< int > & 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< array > & inputs, std::vector< array > & outputs) override< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_a6814f9008a683c6911d5b8991ef770ab" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1_all_reduce.html#a6814f9008a683c6911d5b8991ef770ab" > mlx::core::distributed::AllReduce::print< / a > < / div > < div class = "ttdeci" > void print(std::ostream & os) override< / div > < div class = "ttdoc" > Print the primitive.< / div > < div class = "ttdef" > < b > Definition< / b > primitives.h:48< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_abb4560980e5d01aed14175ce8f6fc924" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924" > mlx::core::distributed::AllReduce::ReduceType< / a > < / div > < div class = "ttdeci" > ReduceType< / div > < div class = "ttdef" > < b > Definition< / b > primitives.h:26< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_abb4560980e5d01aed14175ce8f6fc924a1fc7c1f09c80650ab0497e2d6781d65f" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924a1fc7c1f09c80650ab0497e2d6781d65f" > mlx::core::distributed::AllReduce::Sum< / a > < / div > < div class = "ttdeci" > @ Sum< / div > < div class = "ttdef" > < b > Definition< / b > primitives.h:26< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_abb4560980e5d01aed14175ce8f6fc924a4f685dcd48e6614d6bb2ccda4f2686ef" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924a4f685dcd48e6614d6bb2ccda4f2686ef" > mlx::core::distributed::AllReduce::Min< / a > < / div > < div class = "ttdeci" > @ Min< / div > < div class = "ttdef" > < b > Definition< / b > primitives.h:26< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_abb4560980e5d01aed14175ce8f6fc924a7a959bb7b33f410a03b3c887173fd7ed" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924a7a959bb7b33f410a03b3c887173fd7ed" > mlx::core::distributed::AllReduce::Or< / a > < / div > < div class = "ttdeci" > @ Or< / div > < div class = "ttdef" > < b > Definition< / b > primitives.h:26< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_abb4560980e5d01aed14175ce8f6fc924aba3b7fb927f6b6c8b198a9cdc3dd9e02" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924aba3b7fb927f6b6c8b198a9cdc3dd9e02" > mlx::core::distributed::AllReduce::And< / a > < / div > < div class = "ttdeci" > @ And< / div > < div class = "ttdef" > < b > Definition< / b > primitives.h:26< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_abb4560980e5d01aed14175ce8f6fc924ac00cf69bbba24f7ab08d3ad618705988" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924ac00cf69bbba24f7ab08d3ad618705988" > mlx::core::distributed::AllReduce::Max< / a > < / div > < div class = "ttdeci" > @ Max< / div > < div class = "ttdef" > < b > Definition< / b > primitives.h:26< / div > < / div >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1_all_reduce_html_abb4560980e5d01aed14175ce8f6fc924acdd1ec09a2fd99c81c561b5c63a4b482" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1_all_reduce.html#abb4560980e5d01aed14175ce8f6fc924acdd1ec09a2fd99c81c561b5c63a4b482" > mlx::core::distributed::AllReduce::Prod< / a > < / div > < div class = "ttdeci" > @ Prod< / div > < div class = "ttdef" > < b > Definition< / b > primitives.h:26< / div > < / div >
< 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< array > vjp(const std::vector< array > & primals, const std::vector< array > & cotangents, const std::vector< int > & argnums, const std::vector< array > & 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< array > & inputs, std::vector< array > & 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< array > jvp(const std::vector< array > & primals, const std::vector< array > & tangents, const std::vector< int > & 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_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 & 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_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< array > & inputs, std::vector< array > & 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< array > & inputs, std::vector< array > & outputs) override< / 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< array > & inputs, std::vector< array > & 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 >
< div class = "ttc" id = "aclassmlx_1_1core_1_1distributed_1_1_send_html_a5cfb66191b9e8b86649da77af55b0f93" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1_send.html#a5cfb66191b9e8b86649da77af55b0f93" > mlx::core::distributed::Send::vmap< / a > < / div > < div class = "ttdeci" > std::pair< std::vector< array > , std::vector< int > > vmap(const std::vector< array > & inputs, const std::vector< int > & 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_send_html_af2620837bfc1b97217d006ed6e374051" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1distributed_1_1_send.html#af2620837bfc1b97217d006ed6e374051" > mlx::core::distributed::Send::eval_cpu< / a > < / div > < div class = "ttdeci" > void eval_cpu(const std::vector< array > & inputs, std::vector< array > & 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 = "adistributed_8h_html" > < div class = "ttname" > < a href = "distributed_8h.html" > distributed.h< / a > < / div > < / div >
< 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 = "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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