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< a href = "compile__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 © 2023-2024 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 >
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< div class = "line" > < a id = "l00005" name = "l00005" > < / a > < span class = "lineno" > 5< / span > < span class = "preprocessor" > #include < unordered_map> < / span > < / div >
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< div class = "line" > < a id = "l00006" name = "l00006" > < / a > < span class = "lineno" > 6< / span > < / div >
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< div class = "line" > < a id = "l00007" name = "l00007" > < / a > < span class = "lineno" > 7< / span > < span class = "preprocessor" > #include " < a class = "code" href = "array_8h.html" > mlx/array.h< / a > " < / span > < / div >
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< div class = "line" > < a id = "l00008" name = "l00008" > < / a > < span class = "lineno" > 8< / span > < / div >
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< div class = "line" > < a id = "l00009" name = "l00009" > < / a > < span class = "lineno" > 9< / span > < span class = "keyword" > namespace < / span > < a class = "code hl_namespace" href = "namespacemlx_1_1core_1_1detail.html" > mlx::core::detail< / a > {< / div >
< div class = "line" > < a id = "l00010" name = "l00010" > < / a > < span class = "lineno" > 10< / span > < / div >
< div class = "line" > < a id = "l00011" name = "l00011" > < / a > < span class = "lineno" > 11< / span > < span class = "comment" > // This is not part of the general C++ API as calling with a bad id is a bad< / span > < / div >
< div class = "line" > < a id = "l00012" name = "l00012" > < / a > < span class = "lineno" > 12< / span > < span class = "comment" > // idea.< / span > < / div >
< div class = "line" > < a id = "l00013" name = "l00013" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1detail.html#af556c7576658b2e2498ead70339d95e5" > 13< / a > < / span > std::function< std::vector< array> (< span class = "keyword" > const< / span > std::vector< array> & )> < a class = "code hl_function" href = "namespacemlx_1_1core_1_1detail.html#af556c7576658b2e2498ead70339d95e5" > compile< / a > (< / div >
< div class = "line" > < a id = "l00014" name = "l00014" > < / a > < span class = "lineno" > 14< / span > std::function< std::vector< array> (< span class = "keyword" > const< / span > std::vector< array> & )> fun,< / div >
< div class = "line" > < a id = "l00015" name = "l00015" > < / a > < span class = "lineno" > 15< / span > std::uintptr_t fun_id,< / div >
< div class = "line" > < a id = "l00016" name = "l00016" > < / a > < span class = "lineno" > 16< / span > < span class = "keywordtype" > bool< / span > shapeless = < span class = "keyword" > false< / span > ,< / div >
< div class = "line" > < a id = "l00017" name = "l00017" > < / a > < span class = "lineno" > 17< / span > std::vector< uint64_t> constants = {});< / div >
< div class = "line" > < a id = "l00018" name = "l00018" > < / a > < span class = "lineno" > 18< / span > < / div >
< div class = "line" > < a id = "l00019" name = "l00019" > < / a > < span class = "lineno" > 19< / span > < span class = "comment" > // Erase cached compile functions< / span > < / div >
< div class = "line" > < a id = "l00020" name = "l00020" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1detail.html#a69eb76a14f845ca000f1ccb2edda0175" > 20< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1detail.html#a69eb76a14f845ca000f1ccb2edda0175" > compile_erase< / a > (std::uintptr_t fun_id);< / div >
< div class = "line" > < a id = "l00021" name = "l00021" > < / a > < span class = "lineno" > 21< / span > < / div >
< div class = "line" > < a id = "l00022" name = "l00022" > < / a > < span class = "lineno" > 22< / span > < span class = "comment" > // Clear the compiler cache causing a recompilation of all compiled functions< / span > < / div >
< div class = "line" > < a id = "l00023" name = "l00023" > < / a > < span class = "lineno" > 23< / span > < span class = "comment" > // when called again.< / span > < / div >
< div class = "line" > < a id = "l00024" name = "l00024" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1detail.html#a3fb927c209b946aefebb195993fbe4cf" > 24< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1detail.html#a3fb927c209b946aefebb195993fbe4cf" > compile_clear_cache< / a > ();< / div >
< 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" > < a class = "line" href = "namespacemlx_1_1core_1_1detail.html#aeeff2ba6ec3d9d4ed090de6d2681dbc2" > 26< / a > < / span > < span class = "keywordtype" > bool< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1detail.html#aeeff2ba6ec3d9d4ed090de6d2681dbc2" > compile_available_for_device< / a > (< span class = "keyword" > const< / span > < a class = "code hl_struct" href = "structmlx_1_1core_1_1_device.html" > Device< / a > & device);< / div >
< div class = "line" > < a id = "l00027" name = "l00027" > < / a > < span class = "lineno" > 27< / span > < / div >
< div class = "line" > < a id = "l00028" name = "l00028" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1detail.html#ac2163a401119bb6edecfeb43373ef0dd" > 28< / a > < / span > std::pair< std::vector< array> , std::vector< array> > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1detail.html#ac2163a401119bb6edecfeb43373ef0dd" > compile_trace< / a > (< / div >
< div class = "line" > < a id = "l00029" name = "l00029" > < / a > < span class = "lineno" > 29< / span > < span class = "keyword" > const< / span > std::function< std::vector< array> (< span class = "keyword" > const< / span > std::vector< array> & )> & fun,< / div >
< div class = "line" > < a id = "l00030" name = "l00030" > < / a > < span class = "lineno" > 30< / span > < span class = "keyword" > const< / span > std::vector< array> & inputs,< / div >
< div class = "line" > < a id = "l00031" name = "l00031" > < / a > < span class = "lineno" > 31< / span > < span class = "keywordtype" > bool< / span > shapeless);< / div >
< div class = "line" > < a id = "l00032" name = "l00032" > < / a > < span class = "lineno" > 32< / span > < / div >
< div class = "line" > < a id = "l00033" name = "l00033" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1detail.html#aac5e13ecbb521f3ac0e27d98d15fa985" > 33< / a > < / span > < span class = "keyword" > using < / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core_1_1detail.html#aac5e13ecbb521f3ac0e27d98d15fa985" > ParentsMap< / a > =< / div >
< div class = "line" > < a id = "l00034" name = "l00034" > < / a > < span class = "lineno" > 34< / span > std::unordered_map< std::uintptr_t, std::vector< std::pair< array, int> > > ;< / div >
< div class = "line" > < a id = "l00035" name = "l00035" > < / a > < span class = "lineno" > 35< / span > < / div >
< div class = "line" > < a id = "l00036" name = "l00036" > < / a > < span class = "lineno" > 36< / span > < span class = "comment" > // Traverses the graph to build a tape and a map of array ids to their parents< / span > < / div >
< div class = "line" > < a id = "l00037" name = "l00037" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1detail.html#a545fccdb5dc365b154cf4f0a2ca4753b" > 37< / a > < / span > std::pair< std::vector< array> , < a class = "code hl_typedef" href = "namespacemlx_1_1core_1_1detail.html#aac5e13ecbb521f3ac0e27d98d15fa985" > ParentsMap< / a > > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1detail.html#a545fccdb5dc365b154cf4f0a2ca4753b" > compile_dfs< / a > (< / div >
< div class = "line" > < a id = "l00038" name = "l00038" > < / a > < span class = "lineno" > 38< / span > < span class = "keyword" > const< / span > std::vector< array> & inputs,< / div >
< div class = "line" > < a id = "l00039" name = "l00039" > < / a > < span class = "lineno" > 39< / span > < span class = "keyword" > const< / span > std::vector< array> & outputs,< / div >
< div class = "line" > < a id = "l00040" name = "l00040" > < / a > < span class = "lineno" > 40< / span > < span class = "keyword" > const< / span > std::vector< array> & original_inputs);< / div >
< div class = "line" > < a id = "l00041" name = "l00041" > < / a > < span class = "lineno" > 41< / span > < / div >
< div class = "line" > < a id = "l00042" name = "l00042" > < / a > < span class = "lineno" > 42< / span > < span class = "comment" > // Simplify the tape.< / span > < / div >
< div class = "line" > < a id = "l00043" name = "l00043" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1detail.html#a33c878c900ca06f35d479f99c57b9e39" > 43< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1detail.html#a33c878c900ca06f35d479f99c57b9e39" > compile_simplify< / a > (< / div >
< div class = "line" > < a id = "l00044" name = "l00044" > < / a > < span class = "lineno" > 44< / span > std::vector< array> & tape,< / div >
< div class = "line" > < a id = "l00045" name = "l00045" > < / a > < span class = "lineno" > 45< / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core_1_1detail.html#aac5e13ecbb521f3ac0e27d98d15fa985" > ParentsMap< / a > & parents_map,< / div >
< div class = "line" > < a id = "l00046" name = "l00046" > < / a > < span class = "lineno" > 46< / span > std::vector< array> & outputs,< / div >
< div class = "line" > < a id = "l00047" name = "l00047" > < / a > < span class = "lineno" > 47< / span > < span class = "keywordtype" > int< / span > passes);< / div >
< div class = "line" > < a id = "l00048" name = "l00048" > < / a > < span class = "lineno" > 48< / span > < / div >
< div class = "line" > < a id = "l00049" name = "l00049" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1detail.html#a56fc01df6ba4c508d1da8b366b1328ac" > 49< / a > < / span > std::vector< array> < a class = "code hl_function" href = "namespacemlx_1_1core_1_1detail.html#a56fc01df6ba4c508d1da8b366b1328ac" > compile_replace< / a > (< / div >
< div class = "line" > < a id = "l00050" name = "l00050" > < / a > < span class = "lineno" > 50< / span > < span class = "keyword" > const< / span > std::vector< array> & tape,< / div >
< div class = "line" > < a id = "l00051" name = "l00051" > < / a > < span class = "lineno" > 51< / span > < span class = "keyword" > const< / span > std::vector< array> & trace_inputs,< / div >
< div class = "line" > < a id = "l00052" name = "l00052" > < / a > < span class = "lineno" > 52< / span > < span class = "keyword" > const< / span > std::vector< array> & trace_outputs,< / div >
< div class = "line" > < a id = "l00053" name = "l00053" > < / a > < span class = "lineno" > 53< / span > < span class = "keyword" > const< / span > std::vector< array> & inputs,< / div >
< div class = "line" > < a id = "l00054" name = "l00054" > < / a > < span class = "lineno" > 54< / span > < span class = "keywordtype" > bool< / span > shapeless);< / div >
< div class = "line" > < a id = "l00055" name = "l00055" > < / a > < span class = "lineno" > 55< / span > < / div >
< div class = "line" > < a id = "l00056" name = "l00056" > < / a > < span class = "lineno" > < a class = "line" href = "namespacemlx_1_1core_1_1detail.html#a10d612cb45a17fa17b704a357a902a68" > 56< / a > < / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1detail.html#a10d612cb45a17fa17b704a357a902a68" > compile_validate_shapeless< / a > (< span class = "keyword" > const< / span > std::vector< array> & tape);< / div >
< div class = "line" > < a id = "l00057" name = "l00057" > < / a > < span class = "lineno" > 57< / span > < / div >
< div class = "line" > < a id = "l00058" name = "l00058" > < / a > < span class = "lineno" > 58< / span > } < span class = "comment" > // namespace mlx::core::detail< / span > < / div >
< div class = "ttc" id = "aarray_8h_html" > < div class = "ttname" > < a href = "array_8h.html" > array.h< / a > < / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_1_1detail_html" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1detail.html" > mlx::core::detail< / a > < / div > < div class = "ttdef" > < b > Definition< / b > ops.h:8< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_1_1detail_html_a10d612cb45a17fa17b704a357a902a68" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1detail.html#a10d612cb45a17fa17b704a357a902a68" > mlx::core::detail::compile_validate_shapeless< / a > < / div > < div class = "ttdeci" > void compile_validate_shapeless(const std::vector< array > & tape)< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_1_1detail_html_a33c878c900ca06f35d479f99c57b9e39" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1detail.html#a33c878c900ca06f35d479f99c57b9e39" > mlx::core::detail::compile_simplify< / a > < / div > < div class = "ttdeci" > void compile_simplify(std::vector< array > & tape, ParentsMap & parents_map, std::vector< array > & outputs, int passes)< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_1_1detail_html_a3fb927c209b946aefebb195993fbe4cf" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1detail.html#a3fb927c209b946aefebb195993fbe4cf" > mlx::core::detail::compile_clear_cache< / a > < / div > < div class = "ttdeci" > void compile_clear_cache()< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_1_1detail_html_a545fccdb5dc365b154cf4f0a2ca4753b" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1detail.html#a545fccdb5dc365b154cf4f0a2ca4753b" > mlx::core::detail::compile_dfs< / a > < / div > < div class = "ttdeci" > std::pair< std::vector< array > , ParentsMap > compile_dfs(const std::vector< array > & inputs, const std::vector< array > & outputs, const std::vector< array > & original_inputs)< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_1_1detail_html_a56fc01df6ba4c508d1da8b366b1328ac" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1detail.html#a56fc01df6ba4c508d1da8b366b1328ac" > mlx::core::detail::compile_replace< / a > < / div > < div class = "ttdeci" > std::vector< array > compile_replace(const std::vector< array > & tape, const std::vector< array > & trace_inputs, const std::vector< array > & trace_outputs, const std::vector< array > & inputs, bool shapeless)< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_1_1detail_html_a69eb76a14f845ca000f1ccb2edda0175" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1detail.html#a69eb76a14f845ca000f1ccb2edda0175" > mlx::core::detail::compile_erase< / a > < / div > < div class = "ttdeci" > void compile_erase(std::uintptr_t fun_id)< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_1_1detail_html_aac5e13ecbb521f3ac0e27d98d15fa985" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1detail.html#aac5e13ecbb521f3ac0e27d98d15fa985" > mlx::core::detail::ParentsMap< / a > < / div > < div class = "ttdeci" > std::unordered_map< std::uintptr_t, std::vector< std::pair< array, int > > > ParentsMap< / div > < div class = "ttdef" > < b > Definition< / b > compile_impl.h:33< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_1_1detail_html_ac2163a401119bb6edecfeb43373ef0dd" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1detail.html#ac2163a401119bb6edecfeb43373ef0dd" > mlx::core::detail::compile_trace< / a > < / div > < div class = "ttdeci" > std::pair< std::vector< array > , std::vector< array > > compile_trace(const std::function< std::vector< array > (const std::vector< array > & )> & fun, const std::vector< array > & inputs, bool shapeless)< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_1_1detail_html_aeeff2ba6ec3d9d4ed090de6d2681dbc2" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1detail.html#aeeff2ba6ec3d9d4ed090de6d2681dbc2" > mlx::core::detail::compile_available_for_device< / a > < / div > < div class = "ttdeci" > bool compile_available_for_device(const Device & device)< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_1_1detail_html_af556c7576658b2e2498ead70339d95e5" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1detail.html#af556c7576658b2e2498ead70339d95e5" > mlx::core::detail::compile< / a > < / div > < div class = "ttdeci" > std::function< std::vector< array > (const std::vector< array > & )> compile(std::function< std::vector< array > (const std::vector< array > & )> fun, std::uintptr_t fun_id, bool shapeless=false, std::vector< uint64_t > constants={})< / div > < / div >
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< div class = "ttc" id = "astructmlx_1_1core_1_1_device_html" > < div class = "ttname" > < a href = "structmlx_1_1core_1_1_device.html" > mlx::core::Device< / a > < / div > < div class = "ttdef" > < b > Definition< / b > device.h:7< / div > < / div >
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