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< a href = "backend_2metal_2utils_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 >
< div class = "line" > < a id = "l00005" name = "l00005" > < / a > < span class = "lineno" > 5< / span > < span class = "preprocessor" > #include " < a class = "code" href = "array_8h.html" > mlx/array.h< / a > " < / span > < / div >
< div class = "line" > < a id = "l00006" name = "l00006" > < / a > < span class = "lineno" > 6< / span > < span class = "preprocessor" > #include " < a class = "code" href = "backend_2metal_2device_8h.html" > mlx/backend/metal/device.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 >
< div class = "line" > < a id = "l00008" name = "l00008" > < / a > < span class = "lineno" > 8< / span > < / div >
< 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.html" > mlx::core< / 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 = "keyword" > namespace < / span > {< / div >
< div class = "line" > < a id = "l00012" name = "l00012" > < / a > < span class = "lineno" > 12< / span > < / div >
< div class = "line" > < a id = "l00013" name = "l00013" > < / a > < span class = "lineno" > 13< / span > < span class = "keyword" > using < / span > metal::CommandEncoder;< / div >
< div class = "line" > < a id = "l00014" name = "l00014" > < / a > < span class = "lineno" > 14< / span > < / div >
< div class = "line" > < a id = "l00015" name = "l00015" > < / a > < span class = "lineno" > 15< / span > < span class = "keyword" > template< / span > < < span class = "keyword" > typename< / span > T> < / div >
< div class = "line" > < a id = "l00016" name = "l00016" > < / a > < span class = "lineno" > 16< / span > < span class = "keyword" > inline< / span > < span class = "keywordtype" > void< / span > set_vector_bytes(< / div >
< div class = "line" > < a id = "l00017" name = "l00017" > < / a > < span class = "lineno" > 17< / span > CommandEncoder& enc,< / div >
< div class = "line" > < a id = "l00018" name = "l00018" > < / a > < span class = "lineno" > 18< / span > < span class = "keyword" > const< / span > std::vector< T> & vec,< / div >
< div class = "line" > < a id = "l00019" name = "l00019" > < / a > < span class = "lineno" > 19< / span > < span class = "keywordtype" > size_t< / span > nelems,< / div >
< div class = "line" > < a id = "l00020" name = "l00020" > < / a > < span class = "lineno" > 20< / span > < span class = "keywordtype" > int< / span > idx) {< / div >
< div class = "line" > < a id = "l00021" name = "l00021" > < / a > < span class = "lineno" > 21< / span > enc-> setBytes(vec.data(), nelems * < span class = "keyword" > sizeof< / span > (T), idx);< / div >
< div class = "line" > < a id = "l00022" name = "l00022" > < / a > < span class = "lineno" > 22< / span > }< / div >
< div class = "line" > < a id = "l00023" name = "l00023" > < / a > < span class = "lineno" > 23< / span > < / div >
< div class = "line" > < a id = "l00024" name = "l00024" > < / a > < span class = "lineno" > 24< / span > < span class = "keyword" > template< / span > < < span class = "keyword" > typename< / span > T> < / div >
< div class = "line" > < a id = "l00025" name = "l00025" > < / a > < span class = "lineno" > 25< / span > < span class = "keyword" > inline< / span > < span class = "keywordtype" > void< / span > < / div >
< div class = "line" > < a id = "l00026" name = "l00026" > < / a > < span class = "lineno" > 26< / span > set_vector_bytes(CommandEncoder& enc, < span class = "keyword" > const< / span > std::vector< T> & vec, < span class = "keywordtype" > int< / span > idx) {< / div >
< div class = "line" > < a id = "l00027" name = "l00027" > < / a > < span class = "lineno" > 27< / span > < span class = "keywordflow" > return< / span > set_vector_bytes(enc, vec, vec.size(), idx);< / 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 > < / div >
< div class = "line" > < a id = "l00030" name = "l00030" > < / a > < span class = "lineno" > 30< / span > std::string type_to_name(< span class = "keyword" > const< / span > array& a) {< / div >
< div class = "line" > < a id = "l00031" name = "l00031" > < / a > < span class = "lineno" > 31< / span > std::string tname;< / div >
< div class = "line" > < a id = "l00032" name = "l00032" > < / a > < span class = "lineno" > 32< / span > < span class = "keywordflow" > switch< / span > (a.dtype()) {< / div >
< div class = "line" > < a id = "l00033" name = "l00033" > < / a > < span class = "lineno" > 33< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#a113d2bac7e4aa6a4cb4a5c3242527b82" > bool_< / a > :< / div >
< div class = "line" > < a id = "l00034" name = "l00034" > < / a > < span class = "lineno" > 34< / span > tname = < span class = "stringliteral" > " bool_" < / span > ;< / div >
< div class = "line" > < a id = "l00035" name = "l00035" > < / a > < span class = "lineno" > 35< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00036" name = "l00036" > < / a > < span class = "lineno" > 36< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#a9778d50afbf456b0bd738751243b3b68" > uint8< / a > :< / div >
< div class = "line" > < a id = "l00037" name = "l00037" > < / a > < span class = "lineno" > 37< / span > tname = < span class = "stringliteral" > " uint8" < / span > ;< / div >
< div class = "line" > < a id = "l00038" name = "l00038" > < / a > < span class = "lineno" > 38< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00039" name = "l00039" > < / a > < span class = "lineno" > 39< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#a312a70c487366968af5e6cbf5038c812" > uint16< / a > :< / div >
< div class = "line" > < a id = "l00040" name = "l00040" > < / a > < span class = "lineno" > 40< / span > tname = < span class = "stringliteral" > " uint16" < / span > ;< / div >
< div class = "line" > < a id = "l00041" name = "l00041" > < / a > < span class = "lineno" > 41< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00042" name = "l00042" > < / a > < span class = "lineno" > 42< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#ac63820d6fe10545907c33faf466a929e" > uint32< / a > :< / div >
< div class = "line" > < a id = "l00043" name = "l00043" > < / a > < span class = "lineno" > 43< / span > tname = < span class = "stringliteral" > " uint32" < / span > ;< / div >
< div class = "line" > < a id = "l00044" name = "l00044" > < / a > < span class = "lineno" > 44< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00045" name = "l00045" > < / a > < span class = "lineno" > 45< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#a1f42e3dd4787d2ecec7114a12daefec8" > uint64< / a > :< / div >
< div class = "line" > < a id = "l00046" name = "l00046" > < / a > < span class = "lineno" > 46< / span > tname = < span class = "stringliteral" > " uint64" < / span > ;< / div >
< div class = "line" > < a id = "l00047" name = "l00047" > < / a > < span class = "lineno" > 47< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00048" name = "l00048" > < / a > < span class = "lineno" > 48< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#a892e934e146dd938d144cee8813ca672" > int8< / a > :< / div >
< div class = "line" > < a id = "l00049" name = "l00049" > < / a > < span class = "lineno" > 49< / span > tname = < span class = "stringliteral" > " int8" < / span > ;< / div >
< div class = "line" > < a id = "l00050" name = "l00050" > < / a > < span class = "lineno" > 50< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00051" name = "l00051" > < / a > < span class = "lineno" > 51< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#a71ebba4ad1afa730962f0692c4f42f07" > int16< / a > :< / div >
< div class = "line" > < a id = "l00052" name = "l00052" > < / a > < span class = "lineno" > 52< / span > tname = < span class = "stringliteral" > " int16" < / span > ;< / div >
< div class = "line" > < a id = "l00053" name = "l00053" > < / a > < span class = "lineno" > 53< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00054" name = "l00054" > < / a > < span class = "lineno" > 54< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#a5d6373aad1444edc9de1eb07bfe5cad3" > int32< / a > :< / div >
< div class = "line" > < a id = "l00055" name = "l00055" > < / a > < span class = "lineno" > 55< / span > tname = < span class = "stringliteral" > " int32" < / span > ;< / div >
< div class = "line" > < a id = "l00056" name = "l00056" > < / a > < span class = "lineno" > 56< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00057" name = "l00057" > < / a > < span class = "lineno" > 57< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#a9019bdc191054ada0a502c7c34cef5b8" > int64< / a > :< / div >
< div class = "line" > < a id = "l00058" name = "l00058" > < / a > < span class = "lineno" > 58< / span > tname = < span class = "stringliteral" > " int64" < / span > ;< / div >
< div class = "line" > < a id = "l00059" name = "l00059" > < / a > < span class = "lineno" > 59< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00060" name = "l00060" > < / a > < span class = "lineno" > 60< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#abf228ee9d8ec48c03bb15adcc4e1f3ec" > float16< / a > :< / div >
< div class = "line" > < a id = "l00061" name = "l00061" > < / a > < span class = "lineno" > 61< / span > tname = < span class = "stringliteral" > " float16" < / span > ;< / div >
< div class = "line" > < a id = "l00062" name = "l00062" > < / a > < span class = "lineno" > 62< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00063" name = "l00063" > < / a > < span class = "lineno" > 63< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#a6894543b340321193dfb8052c438a319" > float32< / a > :< / div >
< div class = "line" > < a id = "l00064" name = "l00064" > < / a > < span class = "lineno" > 64< / span > tname = < span class = "stringliteral" > " float32" < / span > ;< / div >
< div class = "line" > < a id = "l00065" name = "l00065" > < / a > < span class = "lineno" > 65< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00066" name = "l00066" > < / a > < span class = "lineno" > 66< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#a514cf8b4e6f0a6af3a867e752f4338f7" > bfloat16< / a > :< / div >
< div class = "line" > < a id = "l00067" name = "l00067" > < / a > < span class = "lineno" > 67< / span > tname = < span class = "stringliteral" > " bfloat16" < / span > ;< / div >
< div class = "line" > < a id = "l00068" name = "l00068" > < / a > < span class = "lineno" > 68< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00069" name = "l00069" > < / a > < span class = "lineno" > 69< / span > < span class = "keywordflow" > case< / span > < a class = "code hl_variable" href = "namespacemlx_1_1core.html#af99db87e0078bfcdb383f5689bc874d4" > complex64< / a > :< / div >
< div class = "line" > < a id = "l00070" name = "l00070" > < / a > < span class = "lineno" > 70< / span > tname = < span class = "stringliteral" > " complex64" < / span > ;< / div >
< div class = "line" > < a id = "l00071" name = "l00071" > < / a > < span class = "lineno" > 71< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00072" name = "l00072" > < / a > < span class = "lineno" > 72< / span > }< / div >
< div class = "line" > < a id = "l00073" name = "l00073" > < / a > < span class = "lineno" > 73< / span > < span class = "keywordflow" > return< / span > tname;< / div >
< div class = "line" > < a id = "l00074" name = "l00074" > < / a > < span class = "lineno" > 74< / span > }< / div >
< div class = "line" > < a id = "l00075" name = "l00075" > < / a > < span class = "lineno" > 75< / span > < / div >
< div class = "line" > < a id = "l00076" name = "l00076" > < / a > < span class = "lineno" > 76< / span > MTL::Size get_block_dims(< span class = "keywordtype" > int< / span > dim0, < span class = "keywordtype" > int< / span > dim1, < span class = "keywordtype" > int< / span > dim2) {< / div >
< div class = "line" > < a id = "l00077" name = "l00077" > < / a > < span class = "lineno" > 77< / span > < span class = "keywordtype" > int< / span > pows[3] = {0, 0, 0};< / div >
< div class = "line" > < a id = "l00078" name = "l00078" > < / a > < span class = "lineno" > 78< / span > < span class = "keywordtype" > int< / span > < a class = "code hl_function" href = "group__ops.html#gade905ee92eb6ab7edfc312aeddfbaeb6" > sum< / a > = 0;< / div >
< div class = "line" > < a id = "l00079" name = "l00079" > < / a > < span class = "lineno" > 79< / span > < span class = "keywordflow" > while< / span > (< span class = "keyword" > true< / span > ) {< / div >
< div class = "line" > < a id = "l00080" name = "l00080" > < / a > < span class = "lineno" > 80< / span > < span class = "keywordtype" > int< / span > presum = < a class = "code hl_function" href = "group__ops.html#gade905ee92eb6ab7edfc312aeddfbaeb6" > sum< / a > ;< / div >
< div class = "line" > < a id = "l00081" name = "l00081" > < / a > < span class = "lineno" > 81< / span > < span class = "comment" > // Check all the pows< / span > < / div >
< div class = "line" > < a id = "l00082" name = "l00082" > < / a > < span class = "lineno" > 82< / span > < span class = "keywordflow" > if< / span > (dim0 > = (1 < < (pows[0] + 1))) {< / div >
< div class = "line" > < a id = "l00083" name = "l00083" > < / a > < span class = "lineno" > 83< / span > pows[0]++;< / div >
< div class = "line" > < a id = "l00084" name = "l00084" > < / a > < span class = "lineno" > 84< / span > < a class = "code hl_function" href = "group__ops.html#gade905ee92eb6ab7edfc312aeddfbaeb6" > sum< / a > ++;< / div >
< div class = "line" > < a id = "l00085" name = "l00085" > < / a > < span class = "lineno" > 85< / span > }< / div >
< div class = "line" > < a id = "l00086" name = "l00086" > < / a > < span class = "lineno" > 86< / span > < span class = "keywordflow" > if< / span > (< a class = "code hl_function" href = "group__ops.html#gade905ee92eb6ab7edfc312aeddfbaeb6" > sum< / a > == 10) {< / div >
< div class = "line" > < a id = "l00087" name = "l00087" > < / a > < span class = "lineno" > 87< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00088" name = "l00088" > < / a > < span class = "lineno" > 88< / span > }< / div >
< div class = "line" > < a id = "l00089" name = "l00089" > < / a > < span class = "lineno" > 89< / span > < span class = "keywordflow" > if< / span > (dim1 > = (1 < < (pows[1] + 1))) {< / div >
< div class = "line" > < a id = "l00090" name = "l00090" > < / a > < span class = "lineno" > 90< / span > pows[1]++;< / div >
< div class = "line" > < a id = "l00091" name = "l00091" > < / a > < span class = "lineno" > 91< / span > < a class = "code hl_function" href = "group__ops.html#gade905ee92eb6ab7edfc312aeddfbaeb6" > sum< / a > ++;< / div >
< div class = "line" > < a id = "l00092" name = "l00092" > < / a > < span class = "lineno" > 92< / span > }< / div >
< div class = "line" > < a id = "l00093" name = "l00093" > < / a > < span class = "lineno" > 93< / span > < span class = "keywordflow" > if< / span > (< a class = "code hl_function" href = "group__ops.html#gade905ee92eb6ab7edfc312aeddfbaeb6" > sum< / a > == 10) {< / div >
< div class = "line" > < a id = "l00094" name = "l00094" > < / a > < span class = "lineno" > 94< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00095" name = "l00095" > < / a > < span class = "lineno" > 95< / span > }< / div >
< div class = "line" > < a id = "l00096" name = "l00096" > < / a > < span class = "lineno" > 96< / span > < span class = "keywordflow" > if< / span > (dim2 > = (1 < < (pows[2] + 1))) {< / div >
< div class = "line" > < a id = "l00097" name = "l00097" > < / a > < span class = "lineno" > 97< / span > pows[2]++;< / div >
< div class = "line" > < a id = "l00098" name = "l00098" > < / a > < span class = "lineno" > 98< / span > < a class = "code hl_function" href = "group__ops.html#gade905ee92eb6ab7edfc312aeddfbaeb6" > sum< / a > ++;< / div >
< div class = "line" > < a id = "l00099" name = "l00099" > < / a > < span class = "lineno" > 99< / span > }< / div >
< div class = "line" > < a id = "l00100" name = "l00100" > < / a > < span class = "lineno" > 100< / span > < span class = "keywordflow" > if< / span > (< a class = "code hl_function" href = "group__ops.html#gade905ee92eb6ab7edfc312aeddfbaeb6" > sum< / a > == presum || < a class = "code hl_function" href = "group__ops.html#gade905ee92eb6ab7edfc312aeddfbaeb6" > sum< / a > == 10) {< / div >
< div class = "line" > < a id = "l00101" name = "l00101" > < / a > < span class = "lineno" > 101< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00102" name = "l00102" > < / a > < span class = "lineno" > 102< / span > }< / div >
< div class = "line" > < a id = "l00103" name = "l00103" > < / a > < span class = "lineno" > 103< / span > }< / div >
< div class = "line" > < a id = "l00104" name = "l00104" > < / a > < span class = "lineno" > 104< / span > < span class = "keywordflow" > return< / span > MTL::Size{1ul < < pows[0], 1ul < < pows[1], 1ul < < pows[2]};< / div >
< div class = "line" > < a id = "l00105" name = "l00105" > < / a > < span class = "lineno" > 105< / span > }< / div >
< div class = "line" > < a id = "l00106" name = "l00106" > < / a > < span class = "lineno" > 106< / span > < / div >
< div class = "line" > < a id = "l00107" name = "l00107" > < / a > < span class = "lineno" > 107< / span > < span class = "keyword" > inline< / span > NS::String* make_string(std::ostringstream& os) {< / div >
< div class = "line" > < a id = "l00108" name = "l00108" > < / a > < span class = "lineno" > 108< / span > std::string < span class = "keywordtype" > string< / span > = os.str();< / div >
< div class = "line" > < a id = "l00109" name = "l00109" > < / a > < span class = "lineno" > 109< / span > < span class = "keywordflow" > return< / span > NS::String::string(< span class = "keywordtype" > string< / span > .c_str(), NS::UTF8StringEncoding);< / div >
< div class = "line" > < a id = "l00110" name = "l00110" > < / a > < span class = "lineno" > 110< / span > }< / div >
< div class = "line" > < a id = "l00111" name = "l00111" > < / a > < span class = "lineno" > 111< / span > < / div >
< div class = "line" > < a id = "l00112" name = "l00112" > < / a > < span class = "lineno" > 112< / span > < span class = "keyword" > inline< / span > < span class = "keywordtype" > void< / span > debug_set_stream_queue_label(MTL::CommandQueue* queue, < span class = "keywordtype" > int< / span > index) {< / div >
< div class = "line" > < a id = "l00113" name = "l00113" > < / a > < span class = "lineno" > 113< / span > < span class = "preprocessor" > #ifdef MLX_METAL_DEBUG< / span > < / div >
< div class = "line" > < a id = "l00114" name = "l00114" > < / a > < span class = "lineno" > 114< / span > std::ostringstream label;< / div >
< div class = "line" > < a id = "l00115" name = "l00115" > < / a > < span class = "lineno" > 115< / span > label < < < span class = "stringliteral" > " Stream " < / span > < < index;< / div >
< div class = "line" > < a id = "l00116" name = "l00116" > < / a > < span class = "lineno" > 116< / span > queue-> setLabel(make_string(label));< / div >
< div class = "line" > < a id = "l00117" name = "l00117" > < / a > < span class = "lineno" > 117< / span > < span class = "preprocessor" > #endif< / span > < / div >
< div class = "line" > < a id = "l00118" name = "l00118" > < / a > < span class = "lineno" > 118< / span > }< / div >
< div class = "line" > < a id = "l00119" name = "l00119" > < / a > < span class = "lineno" > 119< / span > < / div >
< div class = "line" > < a id = "l00120" name = "l00120" > < / a > < span class = "lineno" > 120< / span > < span class = "keyword" > inline< / span > < span class = "keywordtype" > void< / span > debug_set_primitive_buffer_label(< / div >
< div class = "line" > < a id = "l00121" name = "l00121" > < / a > < span class = "lineno" > 121< / span > MTL::CommandBuffer* command_buffer,< / div >
< div class = "line" > < a id = "l00122" name = "l00122" > < / a > < span class = "lineno" > 122< / span > Primitive& primitive) {< / div >
< div class = "line" > < a id = "l00123" name = "l00123" > < / a > < span class = "lineno" > 123< / span > < span class = "preprocessor" > #ifdef MLX_METAL_DEBUG< / span > < / div >
< div class = "line" > < a id = "l00124" name = "l00124" > < / a > < span class = "lineno" > 124< / span > std::ostringstream label;< / div >
< div class = "line" > < a id = "l00125" name = "l00125" > < / a > < span class = "lineno" > 125< / span > < span class = "keywordflow" > if< / span > (< span class = "keyword" > auto< / span > cbuf_label = command_buffer-> label(); cbuf_label) {< / div >
< div class = "line" > < a id = "l00126" name = "l00126" > < / a > < span class = "lineno" > 126< / span > label < < cbuf_label-> utf8String();< / div >
< div class = "line" > < a id = "l00127" name = "l00127" > < / a > < span class = "lineno" > 127< / span > }< / div >
< div class = "line" > < a id = "l00128" name = "l00128" > < / a > < span class = "lineno" > 128< / span > primitive.print(label);< / div >
< div class = "line" > < a id = "l00129" name = "l00129" > < / a > < span class = "lineno" > 129< / span > command_buffer-> setLabel(make_string(label));< / div >
< div class = "line" > < a id = "l00130" name = "l00130" > < / a > < span class = "lineno" > 130< / span > < span class = "preprocessor" > #endif< / span > < / div >
< div class = "line" > < a id = "l00131" name = "l00131" > < / a > < span class = "lineno" > 131< / span > }< / div >
< div class = "line" > < a id = "l00132" name = "l00132" > < / a > < span class = "lineno" > 132< / span > < / div >
2024-07-12 06:32:08 +08:00
< div class = "line" > < a id = "l00133" name = "l00133" > < / a > < span class = "lineno" > 133< / span > std::string get_primitive_string(Primitive* primitive) {< / div >
< div class = "line" > < a id = "l00134" name = "l00134" > < / a > < span class = "lineno" > 134< / span > std::ostringstream op_t;< / div >
< div class = "line" > < a id = "l00135" name = "l00135" > < / a > < span class = "lineno" > 135< / span > primitive-> print(op_t);< / div >
< div class = "line" > < a id = "l00136" name = "l00136" > < / a > < span class = "lineno" > 136< / span > < span class = "keywordflow" > return< / span > op_t.str();< / div >
< div class = "line" > < a id = "l00137" name = "l00137" > < / a > < span class = "lineno" > 137< / span > }< / div >
< div class = "line" > < a id = "l00138" name = "l00138" > < / a > < span class = "lineno" > 138< / span > < / div >
< div class = "line" > < a id = "l00139" name = "l00139" > < / a > < span class = "lineno" > 139< / span > } < span class = "comment" > // namespace< / span > < / div >
< div class = "line" > < a id = "l00140" name = "l00140" > < / a > < span class = "lineno" > 140< / span > < / div >
< div class = "line" > < a id = "l00141" name = "l00141" > < / a > < span class = "lineno" > 141< / span > } < span class = "comment" > // namespace mlx::core< / span > < / div >
2024-06-07 11:28:06 +08:00
< div class = "ttc" id = "aarray_8h_html" > < div class = "ttname" > < a href = "array_8h.html" > array.h< / a > < / div > < / div >
< div class = "ttc" id = "abackend_2metal_2device_8h_html" > < div class = "ttname" > < a href = "backend_2metal_2device_8h.html" > device.h< / a > < / div > < / div >
< div class = "ttc" id = "agroup__ops_html_gade905ee92eb6ab7edfc312aeddfbaeb6" > < div class = "ttname" > < a href = "group__ops.html#gade905ee92eb6ab7edfc312aeddfbaeb6" > mlx::core::sum< / a > < / div > < div class = "ttdeci" > array sum(const array & a, bool keepdims, StreamOrDevice s={})< / div > < div class = "ttdoc" > Sums the elements of an array.< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html" > mlx::core< / a > < / div > < div class = "ttdef" > < b > Definition< / b > allocator.h:7< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_a113d2bac7e4aa6a4cb4a5c3242527b82" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a113d2bac7e4aa6a4cb4a5c3242527b82" > mlx::core::bool_< / a > < / div > < div class = "ttdeci" > constexpr Dtype bool_< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:60< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_a1f42e3dd4787d2ecec7114a12daefec8" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a1f42e3dd4787d2ecec7114a12daefec8" > mlx::core::uint64< / a > < / div > < div class = "ttdeci" > constexpr Dtype uint64< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:65< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_a312a70c487366968af5e6cbf5038c812" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a312a70c487366968af5e6cbf5038c812" > mlx::core::uint16< / a > < / div > < div class = "ttdeci" > constexpr Dtype uint16< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:63< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_a514cf8b4e6f0a6af3a867e752f4338f7" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a514cf8b4e6f0a6af3a867e752f4338f7" > mlx::core::bfloat16< / a > < / div > < div class = "ttdeci" > constexpr Dtype bfloat16< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:74< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_a5d6373aad1444edc9de1eb07bfe5cad3" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a5d6373aad1444edc9de1eb07bfe5cad3" > mlx::core::int32< / a > < / div > < div class = "ttdeci" > constexpr Dtype int32< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:69< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_a6894543b340321193dfb8052c438a319" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a6894543b340321193dfb8052c438a319" > mlx::core::float32< / a > < / div > < div class = "ttdeci" > constexpr Dtype float32< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:73< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_a71ebba4ad1afa730962f0692c4f42f07" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a71ebba4ad1afa730962f0692c4f42f07" > mlx::core::int16< / a > < / div > < div class = "ttdeci" > constexpr Dtype int16< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:68< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_a892e934e146dd938d144cee8813ca672" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a892e934e146dd938d144cee8813ca672" > mlx::core::int8< / a > < / div > < div class = "ttdeci" > constexpr Dtype int8< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:67< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_a9019bdc191054ada0a502c7c34cef5b8" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a9019bdc191054ada0a502c7c34cef5b8" > mlx::core::int64< / a > < / div > < div class = "ttdeci" > constexpr Dtype int64< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:70< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_a9778d50afbf456b0bd738751243b3b68" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a9778d50afbf456b0bd738751243b3b68" > mlx::core::uint8< / a > < / div > < div class = "ttdeci" > constexpr Dtype uint8< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:62< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_abf228ee9d8ec48c03bb15adcc4e1f3ec" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#abf228ee9d8ec48c03bb15adcc4e1f3ec" > mlx::core::float16< / a > < / div > < div class = "ttdeci" > constexpr Dtype float16< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:72< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_ac63820d6fe10545907c33faf466a929e" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#ac63820d6fe10545907c33faf466a929e" > mlx::core::uint32< / a > < / div > < div class = "ttdeci" > constexpr Dtype uint32< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:64< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_html_af99db87e0078bfcdb383f5689bc874d4" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#af99db87e0078bfcdb383f5689bc874d4" > mlx::core::complex64< / a > < / div > < div class = "ttdeci" > constexpr Dtype complex64< / div > < div class = "ttdef" > < b > Definition< / b > dtype.h:75< / div > < / div >
< div class = "ttc" id = "aprimitives_8h_html" > < div class = "ttname" > < a href = "primitives_8h.html" > primitives.h< / a > < / div > < / div >
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