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< a href = "common_2binary_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 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 > < span class = "preprocessor" > #include < cassert> < / span > < / div >
< div class = "line" > < a id = "l00005" name = "l00005" > < / a > < span class = "lineno" > 5< / span > < / div >
< div class = "line" > < a id = "l00006" name = "l00006" > < / a > < span class = "lineno" > 6< / span > < span class = "preprocessor" > #include " < a class = "code" href = "allocator_8h.html" > mlx/allocator.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 = "array_8h.html" > mlx/array.h< / a > " < / span > < / div >
< div class = "line" > < a id = "l00008" name = "l00008" > < / a > < span class = "lineno" > 8< / span > < span class = "preprocessor" > #include " < a class = "code" href = "backend_2common_2utils_8h.html" > mlx/backend/common/utils.h< / a > " < / span > < / div >
< div class = "line" > < a id = "l00009" name = "l00009" > < / a > < span class = "lineno" > 9< / span > < / div >
< div class = "line" > < a id = "l00010" name = "l00010" > < / a > < span class = "lineno" > 10< / 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 = "l00011" name = "l00011" > < / a > < span class = "lineno" > 11< / span > < / div >
< div class = "line" > < a id = "l00012" name = "l00012" > < / a > < span class = "lineno" > 12< / span > < span class = "keyword" > namespace < / span > {< / div >
< div class = "line" > < a id = "l00013" name = "l00013" > < / a > < span class = "lineno" > 13< / span > < / div >
< div class = "line" > < a id = "l00014" name = "l00014" > < / a > < span class = "lineno" > 14< / span > < span class = "keyword" > enum class< / span > BinaryOpType {< / div >
< div class = "line" > < a id = "l00015" name = "l00015" > < / a > < span class = "lineno" > 15< / span > ScalarScalar,< / div >
< div class = "line" > < a id = "l00016" name = "l00016" > < / a > < span class = "lineno" > 16< / span > ScalarVector,< / div >
< div class = "line" > < a id = "l00017" name = "l00017" > < / a > < span class = "lineno" > 17< / span > VectorScalar,< / div >
< div class = "line" > < a id = "l00018" name = "l00018" > < / a > < span class = "lineno" > 18< / span > VectorVector,< / div >
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< div class = "line" > < a id = "l00019" name = "l00019" > < / a > < span class = "lineno" > 19< / span > General,< / div >
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< div class = "line" > < a id = "l00020" name = "l00020" > < / a > < span class = "lineno" > 20< / span > };< / div >
< div class = "line" > < a id = "l00021" name = "l00021" > < / a > < span class = "lineno" > 21< / span > < / div >
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< div class = "line" > < a id = "l00022" name = "l00022" > < / a > < span class = "lineno" > 22< / span > BinaryOpType get_binary_op_type(< span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & a, < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & b) {< / div >
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< div class = "line" > < a id = "l00023" name = "l00023" > < / a > < span class = "lineno" > 23< / span > BinaryOpType bopt;< / div >
< div class = "line" > < a id = "l00024" name = "l00024" > < / a > < span class = "lineno" > 24< / span > < span class = "keywordflow" > if< / span > (a.data_size() == 1 & & b.data_size() == 1) {< / div >
< div class = "line" > < a id = "l00025" name = "l00025" > < / a > < span class = "lineno" > 25< / span > bopt = BinaryOpType::ScalarScalar;< / div >
< div class = "line" > < a id = "l00026" name = "l00026" > < / a > < span class = "lineno" > 26< / span > } < span class = "keywordflow" > else< / span > < span class = "keywordflow" > if< / span > (a.data_size() == 1 & & b.flags().contiguous) {< / div >
< div class = "line" > < a id = "l00027" name = "l00027" > < / a > < span class = "lineno" > 27< / span > bopt = BinaryOpType::ScalarVector;< / div >
< div class = "line" > < a id = "l00028" name = "l00028" > < / a > < span class = "lineno" > 28< / span > } < span class = "keywordflow" > else< / span > < span class = "keywordflow" > if< / span > (b.data_size() == 1 & & a.flags().contiguous) {< / div >
< div class = "line" > < a id = "l00029" name = "l00029" > < / a > < span class = "lineno" > 29< / span > bopt = BinaryOpType::VectorScalar;< / div >
< div class = "line" > < a id = "l00030" name = "l00030" > < / a > < span class = "lineno" > 30< / span > } < span class = "keywordflow" > else< / span > < span class = "keywordflow" > if< / span > (< / div >
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< div class = "line" > < a id = "l00031" name = "l00031" > < / a > < span class = "lineno" > 31< / span > (a.flags().row_contiguous & & b.flags().row_contiguous) ||< / div >
< div class = "line" > < a id = "l00032" name = "l00032" > < / a > < span class = "lineno" > 32< / span > (a.flags().col_contiguous & & b.flags().col_contiguous)) {< / div >
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< div class = "line" > < a id = "l00033" name = "l00033" > < / a > < span class = "lineno" > 33< / span > bopt = BinaryOpType::VectorVector;< / div >
< div class = "line" > < a id = "l00034" name = "l00034" > < / a > < span class = "lineno" > 34< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00035" name = "l00035" > < / a > < span class = "lineno" > 35< / span > bopt = BinaryOpType::General;< / div >
< div class = "line" > < a id = "l00036" name = "l00036" > < / a > < span class = "lineno" > 36< / span > }< / div >
< div class = "line" > < a id = "l00037" name = "l00037" > < / a > < span class = "lineno" > 37< / span > < span class = "keywordflow" > return< / span > bopt;< / div >
< div class = "line" > < a id = "l00038" name = "l00038" > < / a > < span class = "lineno" > 38< / span > }< / div >
< div class = "line" > < a id = "l00039" name = "l00039" > < / a > < span class = "lineno" > 39< / span > < / div >
< div class = "line" > < a id = "l00040" name = "l00040" > < / a > < span class = "lineno" > 40< / span > < span class = "keywordtype" > void< / span > set_binary_op_output_data(< / div >
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< div class = "line" > < a id = "l00041" name = "l00041" > < / a > < span class = "lineno" > 41< / span > < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & a,< / div >
< div class = "line" > < a id = "l00042" name = "l00042" > < / a > < span class = "lineno" > 42< / span > < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & b,< / div >
< div class = "line" > < a id = "l00043" name = "l00043" > < / a > < span class = "lineno" > 43< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & out,< / div >
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< div class = "line" > < a id = "l00044" name = "l00044" > < / a > < span class = "lineno" > 44< / span > BinaryOpType bopt,< / div >
< div class = "line" > < a id = "l00045" name = "l00045" > < / a > < span class = "lineno" > 45< / span > < span class = "keywordtype" > bool< / span > donate_with_move = < span class = "keyword" > false< / span > ) {< / div >
< div class = "line" > < a id = "l00046" name = "l00046" > < / a > < span class = "lineno" > 46< / span > < span class = "keywordtype" > bool< / span > b_donatable = < a class = "code hl_function" href = "namespacemlx_1_1core.html#af650e831ce21759da1ac103037d08d84" > is_donatable< / a > (b, out);< / div >
< div class = "line" > < a id = "l00047" name = "l00047" > < / a > < span class = "lineno" > 47< / span > < span class = "keywordtype" > bool< / span > a_donatable = < a class = "code hl_function" href = "namespacemlx_1_1core.html#af650e831ce21759da1ac103037d08d84" > is_donatable< / a > (a, out);< / div >
< div class = "line" > < a id = "l00048" name = "l00048" > < / a > < span class = "lineno" > 48< / span > < span class = "keywordflow" > switch< / span > (bopt) {< / div >
< div class = "line" > < a id = "l00049" name = "l00049" > < / a > < span class = "lineno" > 49< / span > < span class = "keywordflow" > case< / span > BinaryOpType::ScalarScalar:< / div >
< div class = "line" > < a id = "l00050" name = "l00050" > < / a > < span class = "lineno" > 50< / span > out.set_data(< / div >
< div class = "line" > < a id = "l00051" name = "l00051" > < / a > < span class = "lineno" > 51< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1allocator.html#a86ac0a11ff78f21e717f641716c34abc" > allocator::malloc_or_wait< / a > (out.itemsize()), 1, a.strides(), a.flags());< / div >
< div class = "line" > < a id = "l00052" name = "l00052" > < / a > < span class = "lineno" > 52< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00053" name = "l00053" > < / a > < span class = "lineno" > 53< / span > < span class = "keywordflow" > case< / span > BinaryOpType::ScalarVector:< / div >
< div class = "line" > < a id = "l00054" name = "l00054" > < / a > < span class = "lineno" > 54< / span > < span class = "keywordflow" > if< / span > (b_donatable) {< / div >
< div class = "line" > < a id = "l00055" name = "l00055" > < / a > < span class = "lineno" > 55< / span > < span class = "keywordflow" > if< / span > (donate_with_move) {< / div >
< div class = "line" > < a id = "l00056" name = "l00056" > < / a > < span class = "lineno" > 56< / span > out.move_shared_buffer(b);< / div >
< div class = "line" > < a id = "l00057" name = "l00057" > < / a > < span class = "lineno" > 57< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00058" name = "l00058" > < / a > < span class = "lineno" > 58< / span > out.copy_shared_buffer(b);< / div >
< div class = "line" > < a id = "l00059" name = "l00059" > < / a > < span class = "lineno" > 59< / span > }< / div >
< div class = "line" > < a id = "l00060" name = "l00060" > < / a > < span class = "lineno" > 60< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00061" name = "l00061" > < / a > < span class = "lineno" > 61< / span > out.set_data(< / div >
< div class = "line" > < a id = "l00062" name = "l00062" > < / a > < span class = "lineno" > 62< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1allocator.html#a86ac0a11ff78f21e717f641716c34abc" > allocator::malloc_or_wait< / a > (b.data_size() * out.itemsize()),< / div >
< div class = "line" > < a id = "l00063" name = "l00063" > < / a > < span class = "lineno" > 63< / span > b.data_size(),< / div >
< div class = "line" > < a id = "l00064" name = "l00064" > < / a > < span class = "lineno" > 64< / span > b.strides(),< / div >
< div class = "line" > < a id = "l00065" name = "l00065" > < / a > < span class = "lineno" > 65< / span > b.flags());< / div >
< div class = "line" > < a id = "l00066" name = "l00066" > < / a > < span class = "lineno" > 66< / span > }< / div >
< div class = "line" > < a id = "l00067" name = "l00067" > < / a > < span class = "lineno" > 67< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00068" name = "l00068" > < / a > < span class = "lineno" > 68< / span > < span class = "keywordflow" > case< / span > BinaryOpType::VectorScalar:< / div >
< div class = "line" > < a id = "l00069" name = "l00069" > < / a > < span class = "lineno" > 69< / span > < span class = "keywordflow" > if< / span > (a_donatable) {< / div >
< div class = "line" > < a id = "l00070" name = "l00070" > < / a > < span class = "lineno" > 70< / span > < span class = "keywordflow" > if< / span > (donate_with_move) {< / div >
< div class = "line" > < a id = "l00071" name = "l00071" > < / a > < span class = "lineno" > 71< / span > out.move_shared_buffer(a);< / div >
< div class = "line" > < a id = "l00072" name = "l00072" > < / a > < span class = "lineno" > 72< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00073" name = "l00073" > < / a > < span class = "lineno" > 73< / span > out.copy_shared_buffer(a);< / 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 > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00076" name = "l00076" > < / a > < span class = "lineno" > 76< / span > out.set_data(< / div >
< div class = "line" > < a id = "l00077" name = "l00077" > < / a > < span class = "lineno" > 77< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1allocator.html#a86ac0a11ff78f21e717f641716c34abc" > allocator::malloc_or_wait< / a > (a.data_size() * out.itemsize()),< / div >
< div class = "line" > < a id = "l00078" name = "l00078" > < / a > < span class = "lineno" > 78< / span > a.data_size(),< / div >
< div class = "line" > < a id = "l00079" name = "l00079" > < / a > < span class = "lineno" > 79< / span > a.strides(),< / div >
< div class = "line" > < a id = "l00080" name = "l00080" > < / a > < span class = "lineno" > 80< / span > a.flags());< / div >
< div class = "line" > < a id = "l00081" name = "l00081" > < / a > < span class = "lineno" > 81< / span > }< / div >
< div class = "line" > < a id = "l00082" name = "l00082" > < / a > < span class = "lineno" > 82< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00083" name = "l00083" > < / a > < span class = "lineno" > 83< / span > < span class = "keywordflow" > case< / span > BinaryOpType::VectorVector:< / div >
< div class = "line" > < a id = "l00084" name = "l00084" > < / a > < span class = "lineno" > 84< / span > < span class = "keywordflow" > if< / span > (a_donatable) {< / div >
< div class = "line" > < a id = "l00085" name = "l00085" > < / a > < span class = "lineno" > 85< / span > < span class = "keywordflow" > if< / span > (donate_with_move) {< / div >
< div class = "line" > < a id = "l00086" name = "l00086" > < / a > < span class = "lineno" > 86< / span > out.move_shared_buffer(a);< / div >
< div class = "line" > < a id = "l00087" name = "l00087" > < / a > < span class = "lineno" > 87< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00088" name = "l00088" > < / a > < span class = "lineno" > 88< / span > out.copy_shared_buffer(a);< / div >
< div class = "line" > < a id = "l00089" name = "l00089" > < / a > < span class = "lineno" > 89< / span > }< / div >
< div class = "line" > < a id = "l00090" name = "l00090" > < / a > < span class = "lineno" > 90< / span > } < span class = "keywordflow" > else< / span > < span class = "keywordflow" > if< / span > (b_donatable) {< / div >
< div class = "line" > < a id = "l00091" name = "l00091" > < / a > < span class = "lineno" > 91< / span > < span class = "keywordflow" > if< / span > (donate_with_move) {< / div >
< div class = "line" > < a id = "l00092" name = "l00092" > < / a > < span class = "lineno" > 92< / span > out.move_shared_buffer(b);< / div >
< div class = "line" > < a id = "l00093" name = "l00093" > < / a > < span class = "lineno" > 93< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00094" name = "l00094" > < / a > < span class = "lineno" > 94< / span > out.copy_shared_buffer(b);< / 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" > else< / span > {< / div >
< div class = "line" > < a id = "l00097" name = "l00097" > < / a > < span class = "lineno" > 97< / span > out.set_data(< / div >
< div class = "line" > < a id = "l00098" name = "l00098" > < / a > < span class = "lineno" > 98< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1allocator.html#a86ac0a11ff78f21e717f641716c34abc" > allocator::malloc_or_wait< / a > (a.data_size() * out.itemsize()),< / div >
< div class = "line" > < a id = "l00099" name = "l00099" > < / a > < span class = "lineno" > 99< / span > a.data_size(),< / div >
< div class = "line" > < a id = "l00100" name = "l00100" > < / a > < span class = "lineno" > 100< / span > a.strides(),< / div >
< div class = "line" > < a id = "l00101" name = "l00101" > < / a > < span class = "lineno" > 101< / span > a.flags());< / 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 > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00104" name = "l00104" > < / a > < span class = "lineno" > 104< / span > < span class = "keywordflow" > case< / span > BinaryOpType::General:< / div >
< div class = "line" > < a id = "l00105" name = "l00105" > < / a > < span class = "lineno" > 105< / span > < span class = "keywordflow" > if< / span > (a_donatable & & a.flags().row_contiguous & & a.size() == out.size()) {< / div >
< div class = "line" > < a id = "l00106" name = "l00106" > < / a > < span class = "lineno" > 106< / span > < span class = "keywordflow" > if< / span > (donate_with_move) {< / div >
< div class = "line" > < a id = "l00107" name = "l00107" > < / a > < span class = "lineno" > 107< / span > out.move_shared_buffer(a);< / div >
< div class = "line" > < a id = "l00108" name = "l00108" > < / a > < span class = "lineno" > 108< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00109" name = "l00109" > < / a > < span class = "lineno" > 109< / span > out.copy_shared_buffer(a);< / 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 > } < span class = "keywordflow" > else< / span > < span class = "keywordflow" > if< / span > (< / div >
< div class = "line" > < a id = "l00112" name = "l00112" > < / a > < span class = "lineno" > 112< / span > b_donatable & & b.flags().row_contiguous & & b.size() == out.size()) {< / div >
< div class = "line" > < a id = "l00113" name = "l00113" > < / a > < span class = "lineno" > 113< / span > < span class = "keywordflow" > if< / span > (donate_with_move) {< / div >
< div class = "line" > < a id = "l00114" name = "l00114" > < / a > < span class = "lineno" > 114< / span > out.move_shared_buffer(b);< / div >
< div class = "line" > < a id = "l00115" name = "l00115" > < / a > < span class = "lineno" > 115< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00116" name = "l00116" > < / a > < span class = "lineno" > 116< / span > out.copy_shared_buffer(b);< / div >
< div class = "line" > < a id = "l00117" name = "l00117" > < / a > < span class = "lineno" > 117< / span > }< / div >
< div class = "line" > < a id = "l00118" name = "l00118" > < / a > < span class = "lineno" > 118< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00119" name = "l00119" > < / a > < span class = "lineno" > 119< / span > out.set_data(< a class = "code hl_function" href = "namespacemlx_1_1core_1_1allocator.html#a86ac0a11ff78f21e717f641716c34abc" > allocator::malloc_or_wait< / a > (out.nbytes()));< / div >
< div class = "line" > < a id = "l00120" name = "l00120" > < / a > < span class = "lineno" > 120< / span > }< / div >
< div class = "line" > < a id = "l00121" name = "l00121" > < / a > < span class = "lineno" > 121< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00122" name = "l00122" > < / a > < span class = "lineno" > 122< / span > }< / 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" > 124< / span > < / div >
< div class = "line" > < a id = "l00125" name = "l00125" > < / a > < span class = "lineno" > 125< / span > < span class = "keyword" > struct < / span > UseDefaultBinaryOp {};< / div >
< div class = "line" > < a id = "l00126" name = "l00126" > < / a > < span class = "lineno" > 126< / span > < / div >
< div class = "line" > < a id = "l00127" name = "l00127" > < / a > < span class = "lineno" > 127< / span > < span class = "keyword" > template< / span > < < span class = "keyword" > typename< / span > T, < span class = "keyword" > typename< / span > U, < span class = "keyword" > typename< / span > Op> < / div >
< div class = "line" > < a id = "l00128" name = "l00128" > < / a > < span class = "lineno" > 128< / span > < span class = "keyword" > struct < / span > DefaultVectorScalar {< / div >
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< div class = "line" > < a id = "l00129" name = "l00129" > < / a > < span class = "lineno" > 129< / span > Op op;< / div >
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< div class = "line" > < a id = "l00130" name = "l00130" > < / a > < span class = "lineno" > 130< / span > < / div >
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< div class = "line" > < a id = "l00131" name = "l00131" > < / a > < span class = "lineno" > 131< / span > DefaultVectorScalar(Op op_) : op(op_) {}< / div >
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< div class = "line" > < a id = "l00132" name = "l00132" > < / a > < span class = "lineno" > 132< / span > < / div >
< div class = "line" > < a id = "l00133" name = "l00133" > < / a > < span class = "lineno" > 133< / span > < span class = "keywordtype" > void< / span > operator()(< span class = "keyword" > const< / span > T* a, < span class = "keyword" > const< / span > T* b, U* dst, < span class = "keywordtype" > int< / span > size) {< / div >
< div class = "line" > < a id = "l00134" name = "l00134" > < / a > < span class = "lineno" > 134< / span > T scalar = *b;< / div >
< div class = "line" > < a id = "l00135" name = "l00135" > < / a > < span class = "lineno" > 135< / span > < span class = "keywordflow" > while< / span > (size-- > 0) {< / div >
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< div class = "line" > < a id = "l00136" name = "l00136" > < / a > < span class = "lineno" > 136< / span > *< a class = "code hl_function" href = "namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb" > dst< / a > = op(*a, scalar);< / div >
< div class = "line" > < a id = "l00137" name = "l00137" > < / a > < span class = "lineno" > 137< / span > < a class = "code hl_function" href = "namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb" > dst< / a > ++;< / div >
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< div class = "line" > < a id = "l00138" name = "l00138" > < / a > < span class = "lineno" > 138< / span > a++;< / div >
< div class = "line" > < a id = "l00139" name = "l00139" > < / a > < span class = "lineno" > 139< / 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 > };< / div >
< div class = "line" > < a id = "l00142" name = "l00142" > < / a > < span class = "lineno" > 142< / span > < / div >
< div class = "line" > < a id = "l00143" name = "l00143" > < / a > < span class = "lineno" > 143< / span > < span class = "keyword" > template< / span > < < span class = "keyword" > typename< / span > T, < span class = "keyword" > typename< / span > U, < span class = "keyword" > typename< / span > Op> < / div >
< div class = "line" > < a id = "l00144" name = "l00144" > < / a > < span class = "lineno" > 144< / span > < span class = "keyword" > struct < / span > DefaultScalarVector {< / div >
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< div class = "line" > < a id = "l00145" name = "l00145" > < / a > < span class = "lineno" > 145< / span > Op op;< / div >
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< div class = "line" > < a id = "l00146" name = "l00146" > < / a > < span class = "lineno" > 146< / span > < / div >
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< div class = "line" > < a id = "l00147" name = "l00147" > < / a > < span class = "lineno" > 147< / span > DefaultScalarVector(Op op_) : op(op_) {}< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00148" name = "l00148" > < / a > < span class = "lineno" > 148< / span > < / div >
< div class = "line" > < a id = "l00149" name = "l00149" > < / a > < span class = "lineno" > 149< / span > < span class = "keywordtype" > void< / span > operator()(< span class = "keyword" > const< / span > T* a, < span class = "keyword" > const< / span > T* b, U* dst, < span class = "keywordtype" > int< / span > size) {< / div >
< div class = "line" > < a id = "l00150" name = "l00150" > < / a > < span class = "lineno" > 150< / span > T scalar = *a;< / div >
< div class = "line" > < a id = "l00151" name = "l00151" > < / a > < span class = "lineno" > 151< / span > < span class = "keywordflow" > while< / span > (size-- > 0) {< / div >
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< div class = "line" > < a id = "l00152" name = "l00152" > < / a > < span class = "lineno" > 152< / span > *< a class = "code hl_function" href = "namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb" > dst< / a > = op(scalar, *b);< / div >
< div class = "line" > < a id = "l00153" name = "l00153" > < / a > < span class = "lineno" > 153< / span > < a class = "code hl_function" href = "namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb" > dst< / a > ++;< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00154" name = "l00154" > < / a > < span class = "lineno" > 154< / span > b++;< / div >
< div class = "line" > < a id = "l00155" name = "l00155" > < / a > < span class = "lineno" > 155< / span > }< / div >
< div class = "line" > < a id = "l00156" name = "l00156" > < / a > < span class = "lineno" > 156< / span > }< / div >
< div class = "line" > < a id = "l00157" name = "l00157" > < / a > < span class = "lineno" > 157< / span > };< / div >
< div class = "line" > < a id = "l00158" name = "l00158" > < / a > < span class = "lineno" > 158< / span > < / div >
< div class = "line" > < a id = "l00159" name = "l00159" > < / a > < span class = "lineno" > 159< / span > < span class = "keyword" > template< / span > < < span class = "keyword" > typename< / span > T, < span class = "keyword" > typename< / span > U, < span class = "keyword" > typename< / span > Op> < / div >
< div class = "line" > < a id = "l00160" name = "l00160" > < / a > < span class = "lineno" > 160< / span > < span class = "keyword" > struct < / span > DefaultVectorVector {< / div >
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< div class = "line" > < a id = "l00161" name = "l00161" > < / a > < span class = "lineno" > 161< / span > Op op;< / div >
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< div class = "line" > < a id = "l00162" name = "l00162" > < / a > < span class = "lineno" > 162< / span > < / div >
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< div class = "line" > < a id = "l00163" name = "l00163" > < / a > < span class = "lineno" > 163< / span > DefaultVectorVector(Op op_) : op(op_) {}< / div >
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< div class = "line" > < a id = "l00164" name = "l00164" > < / a > < span class = "lineno" > 164< / span > < / div >
< div class = "line" > < a id = "l00165" name = "l00165" > < / a > < span class = "lineno" > 165< / span > < span class = "keywordtype" > void< / span > operator()(< span class = "keyword" > const< / span > T* a, < span class = "keyword" > const< / span > T* b, U* dst, < span class = "keywordtype" > int< / span > size) {< / div >
< div class = "line" > < a id = "l00166" name = "l00166" > < / a > < span class = "lineno" > 166< / span > < span class = "keywordflow" > while< / span > (size-- > 0) {< / div >
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< div class = "line" > < a id = "l00167" name = "l00167" > < / a > < span class = "lineno" > 167< / span > *< a class = "code hl_function" href = "namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb" > dst< / a > = op(*a, *b);< / div >
< div class = "line" > < a id = "l00168" name = "l00168" > < / a > < span class = "lineno" > 168< / span > < a class = "code hl_function" href = "namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb" > dst< / a > ++;< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00169" name = "l00169" > < / a > < span class = "lineno" > 169< / span > a++;< / div >
< div class = "line" > < a id = "l00170" name = "l00170" > < / a > < span class = "lineno" > 170< / span > b++;< / div >
< div class = "line" > < a id = "l00171" name = "l00171" > < / a > < span class = "lineno" > 171< / span > }< / div >
< div class = "line" > < a id = "l00172" name = "l00172" > < / a > < span class = "lineno" > 172< / span > }< / div >
< div class = "line" > < a id = "l00173" name = "l00173" > < / a > < span class = "lineno" > 173< / span > };< / div >
< div class = "line" > < a id = "l00174" name = "l00174" > < / a > < span class = "lineno" > 174< / span > < / div >
< div class = "line" > < a id = "l00175" name = "l00175" > < / a > < span class = "lineno" > 175< / span > < span class = "keyword" > template< / span > < < span class = "keyword" > typename< / span > T, < span class = "keyword" > typename< / span > U, < span class = "keyword" > typename< / span > Op, < span class = "keywordtype" > int< / span > D, < span class = "keywordtype" > bool< / span > Str< span class = "keywordtype" > id< / span > ed> < / div >
< div class = "line" > < a id = "l00176" name = "l00176" > < / a > < span class = "lineno" > 176< / span > < span class = "keywordtype" > void< / span > binary_op_dims(< / div >
< div class = "line" > < a id = "l00177" name = "l00177" > < / a > < span class = "lineno" > 177< / span > < span class = "keyword" > const< / span > T* a,< / div >
< div class = "line" > < a id = "l00178" name = "l00178" > < / a > < span class = "lineno" > 178< / span > < span class = "keyword" > const< / span > T* b,< / div >
< div class = "line" > < a id = "l00179" name = "l00179" > < / a > < span class = "lineno" > 179< / span > U* out,< / div >
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< div class = "line" > < a id = "l00180" name = "l00180" > < / a > < span class = "lineno" > 180< / span > Op op,< / div >
< div class = "line" > < a id = "l00181" name = "l00181" > < / a > < span class = "lineno" > 181< / span > < span class = "keyword" > const< / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a694e23f2d59606643728ad443d621416" > Shape< / a > & shape,< / div >
< div class = "line" > < a id = "l00182" name = "l00182" > < / a > < span class = "lineno" > 182< / span > < span class = "keyword" > const< / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c" > Strides< / a > & a_strides,< / div >
< div class = "line" > < a id = "l00183" name = "l00183" > < / a > < span class = "lineno" > 183< / span > < span class = "keyword" > const< / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c" > Strides< / a > & b_strides,< / div >
< div class = "line" > < a id = "l00184" name = "l00184" > < / a > < span class = "lineno" > 184< / span > < span class = "keyword" > const< / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c" > Strides< / a > & out_strides,< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00185" name = "l00185" > < / a > < span class = "lineno" > 185< / span > < span class = "keywordtype" > int< / span > axis) {< / div >
< div class = "line" > < a id = "l00186" name = "l00186" > < / a > < span class = "lineno" > 186< / span > < span class = "keyword" > auto< / span > stride_a = a_strides[axis];< / div >
< div class = "line" > < a id = "l00187" name = "l00187" > < / a > < span class = "lineno" > 187< / span > < span class = "keyword" > auto< / span > stride_b = b_strides[axis];< / div >
< div class = "line" > < a id = "l00188" name = "l00188" > < / a > < span class = "lineno" > 188< / span > < span class = "keyword" > auto< / span > stride_out = out_strides[axis];< / div >
< div class = "line" > < a id = "l00189" name = "l00189" > < / a > < span class = "lineno" > 189< / span > < span class = "keyword" > auto< / span > N = shape[axis];< / div >
< div class = "line" > < a id = "l00190" name = "l00190" > < / a > < span class = "lineno" > 190< / span > < / div >
< div class = "line" > < a id = "l00191" name = "l00191" > < / a > < span class = "lineno" > 191< / span > < span class = "keywordflow" > for< / span > (< span class = "keywordtype" > int< / span > i = 0; i < N; i++) {< / div >
< div class = "line" > < a id = "l00192" name = "l00192" > < / a > < span class = "lineno" > 192< / span > < span class = "keywordflow" > if< / span > < span class = "keyword" > constexpr< / span > (D > 1) {< / div >
< div class = "line" > < a id = "l00193" name = "l00193" > < / a > < span class = "lineno" > 193< / span > binary_op_dims< T, U, Op, D - 1, Strided> (< / div >
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< div class = "line" > < a id = "l00194" name = "l00194" > < / a > < span class = "lineno" > 194< / span > a, b, out, op, shape, a_strides, b_strides, out_strides, axis + 1);< / div >
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< div class = "line" > < a id = "l00195" name = "l00195" > < / a > < span class = "lineno" > 195< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00196" name = "l00196" > < / a > < span class = "lineno" > 196< / span > < span class = "keywordflow" > if< / span > < span class = "keyword" > constexpr< / span > (Strided) {< / div >
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< div class = "line" > < a id = "l00197" name = "l00197" > < / a > < span class = "lineno" > 197< / span > op(a, b, out, stride_out);< / div >
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< div class = "line" > < a id = "l00198" name = "l00198" > < / a > < span class = "lineno" > 198< / span > } < span class = "keywordflow" > else< / span > {< / div >
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< div class = "line" > < a id = "l00199" name = "l00199" > < / a > < span class = "lineno" > 199< / span > *out = op(*a, *b);< / div >
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< div class = "line" > < a id = "l00200" name = "l00200" > < / a > < span class = "lineno" > 200< / span > }< / div >
< div class = "line" > < a id = "l00201" name = "l00201" > < / a > < span class = "lineno" > 201< / span > }< / div >
< div class = "line" > < a id = "l00202" name = "l00202" > < / a > < span class = "lineno" > 202< / span > out += stride_out;< / div >
< div class = "line" > < a id = "l00203" name = "l00203" > < / a > < span class = "lineno" > 203< / span > a += stride_a;< / div >
< div class = "line" > < a id = "l00204" name = "l00204" > < / a > < span class = "lineno" > 204< / span > b += stride_b;< / div >
< div class = "line" > < a id = "l00205" name = "l00205" > < / a > < span class = "lineno" > 205< / span > }< / div >
< div class = "line" > < a id = "l00206" name = "l00206" > < / a > < span class = "lineno" > 206< / span > }< / div >
< div class = "line" > < a id = "l00207" name = "l00207" > < / a > < span class = "lineno" > 207< / span > < / div >
< div class = "line" > < a id = "l00208" name = "l00208" > < / a > < span class = "lineno" > 208< / span > < span class = "keyword" > template< / span > < < span class = "keyword" > typename< / span > T, < span class = "keyword" > typename< / span > U, < span class = "keywordtype" > bool< / span > Str< span class = "keywordtype" > id< / span > ed, < span class = "keyword" > typename< / span > Op> < / div >
< div class = "line" > < a id = "l00209" name = "l00209" > < / a > < span class = "lineno" > 209< / span > < span class = "keywordtype" > void< / span > binary_op_dispatch_dims(< / div >
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< div class = "line" > < a id = "l00210" name = "l00210" > < / a > < span class = "lineno" > 210< / span > < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & a,< / div >
< div class = "line" > < a id = "l00211" name = "l00211" > < / a > < span class = "lineno" > 211< / span > < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & b,< / div >
< div class = "line" > < a id = "l00212" name = "l00212" > < / a > < span class = "lineno" > 212< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & out,< / div >
< div class = "line" > < a id = "l00213" name = "l00213" > < / a > < span class = "lineno" > 213< / span > Op op,< / div >
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< div class = "line" > < a id = "l00214" name = "l00214" > < / a > < span class = "lineno" > 214< / span > < span class = "keywordtype" > int< / span > dim,< / div >
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< div class = "line" > < a id = "l00215" name = "l00215" > < / a > < span class = "lineno" > 215< / span > < span class = "keyword" > const< / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a694e23f2d59606643728ad443d621416" > Shape< / a > & shape,< / div >
< div class = "line" > < a id = "l00216" name = "l00216" > < / a > < span class = "lineno" > 216< / span > < span class = "keyword" > const< / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c" > Strides< / a > & a_strides,< / div >
< div class = "line" > < a id = "l00217" name = "l00217" > < / a > < span class = "lineno" > 217< / span > < span class = "keyword" > const< / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c" > Strides< / a > & b_strides,< / div >
< div class = "line" > < a id = "l00218" name = "l00218" > < / a > < span class = "lineno" > 218< / span > < span class = "keyword" > const< / span > < a class = "code hl_typedef" href = "namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c" > Strides< / a > & out_strides) {< / div >
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< div class = "line" > < a id = "l00219" name = "l00219" > < / a > < span class = "lineno" > 219< / span > < span class = "keyword" > const< / span > T* a_ptr = a.data< T> ();< / div >
< div class = "line" > < a id = "l00220" name = "l00220" > < / a > < span class = "lineno" > 220< / span > < span class = "keyword" > const< / span > T* b_ptr = b.data< T> ();< / div >
< div class = "line" > < a id = "l00221" name = "l00221" > < / a > < span class = "lineno" > 221< / span > U* out_ptr = out.data< U> ();< / div >
< div class = "line" > < a id = "l00222" name = "l00222" > < / a > < span class = "lineno" > 222< / span > < span class = "keywordflow" > switch< / span > (dim) {< / div >
< div class = "line" > < a id = "l00223" name = "l00223" > < / a > < span class = "lineno" > 223< / span > < span class = "keywordflow" > case< / span > 1:< / div >
< div class = "line" > < a id = "l00224" name = "l00224" > < / a > < span class = "lineno" > 224< / span > binary_op_dims< T, U, Op, 1, Strided> (< / div >
< div class = "line" > < a id = "l00225" name = "l00225" > < / a > < span class = "lineno" > 225< / span > a_ptr,< / div >
< div class = "line" > < a id = "l00226" name = "l00226" > < / a > < span class = "lineno" > 226< / span > b_ptr,< / div >
< div class = "line" > < a id = "l00227" name = "l00227" > < / a > < span class = "lineno" > 227< / span > out_ptr,< / div >
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< div class = "line" > < a id = "l00228" name = "l00228" > < / a > < span class = "lineno" > 228< / span > op,< / div >
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< div class = "line" > < a id = "l00229" name = "l00229" > < / a > < span class = "lineno" > 229< / span > shape,< / div >
< div class = "line" > < a id = "l00230" name = "l00230" > < / a > < span class = "lineno" > 230< / span > a_strides,< / div >
< div class = "line" > < a id = "l00231" name = "l00231" > < / a > < span class = "lineno" > 231< / span > b_strides,< / div >
< div class = "line" > < a id = "l00232" name = "l00232" > < / a > < span class = "lineno" > 232< / span > out_strides,< / div >
< div class = "line" > < a id = "l00233" name = "l00233" > < / a > < span class = "lineno" > 233< / span > 0);< / div >
< div class = "line" > < a id = "l00234" name = "l00234" > < / a > < span class = "lineno" > 234< / span > < span class = "keywordflow" > return< / span > ;< / div >
< div class = "line" > < a id = "l00235" name = "l00235" > < / a > < span class = "lineno" > 235< / span > < span class = "keywordflow" > case< / span > 2:< / div >
< div class = "line" > < a id = "l00236" name = "l00236" > < / a > < span class = "lineno" > 236< / span > binary_op_dims< T, U, Op, 2, Strided> (< / div >
< div class = "line" > < a id = "l00237" name = "l00237" > < / a > < span class = "lineno" > 237< / span > a_ptr,< / div >
< div class = "line" > < a id = "l00238" name = "l00238" > < / a > < span class = "lineno" > 238< / span > b_ptr,< / div >
< div class = "line" > < a id = "l00239" name = "l00239" > < / a > < span class = "lineno" > 239< / span > out_ptr,< / div >
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< div class = "line" > < a id = "l00240" name = "l00240" > < / a > < span class = "lineno" > 240< / span > op,< / div >
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< div class = "line" > < a id = "l00241" name = "l00241" > < / a > < span class = "lineno" > 241< / span > shape,< / div >
< div class = "line" > < a id = "l00242" name = "l00242" > < / a > < span class = "lineno" > 242< / span > a_strides,< / div >
< div class = "line" > < a id = "l00243" name = "l00243" > < / a > < span class = "lineno" > 243< / span > b_strides,< / div >
< div class = "line" > < a id = "l00244" name = "l00244" > < / a > < span class = "lineno" > 244< / span > out_strides,< / div >
< div class = "line" > < a id = "l00245" name = "l00245" > < / a > < span class = "lineno" > 245< / span > 0);< / div >
< div class = "line" > < a id = "l00246" name = "l00246" > < / a > < span class = "lineno" > 246< / span > < span class = "keywordflow" > return< / span > ;< / div >
< div class = "line" > < a id = "l00247" name = "l00247" > < / a > < span class = "lineno" > 247< / span > < span class = "keywordflow" > case< / span > 3:< / div >
< div class = "line" > < a id = "l00248" name = "l00248" > < / a > < span class = "lineno" > 248< / span > binary_op_dims< T, U, Op, 3, Strided> (< / div >
< div class = "line" > < a id = "l00249" name = "l00249" > < / a > < span class = "lineno" > 249< / span > a_ptr,< / div >
< div class = "line" > < a id = "l00250" name = "l00250" > < / a > < span class = "lineno" > 250< / span > b_ptr,< / div >
< div class = "line" > < a id = "l00251" name = "l00251" > < / a > < span class = "lineno" > 251< / span > out_ptr,< / div >
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< div class = "line" > < a id = "l00252" name = "l00252" > < / a > < span class = "lineno" > 252< / span > op,< / div >
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< div class = "line" > < a id = "l00253" name = "l00253" > < / a > < span class = "lineno" > 253< / span > shape,< / div >
< div class = "line" > < a id = "l00254" name = "l00254" > < / a > < span class = "lineno" > 254< / span > a_strides,< / div >
< div class = "line" > < a id = "l00255" name = "l00255" > < / a > < span class = "lineno" > 255< / span > b_strides,< / div >
< div class = "line" > < a id = "l00256" name = "l00256" > < / a > < span class = "lineno" > 256< / span > out_strides,< / div >
< div class = "line" > < a id = "l00257" name = "l00257" > < / a > < span class = "lineno" > 257< / span > 0);< / div >
< div class = "line" > < a id = "l00258" name = "l00258" > < / a > < span class = "lineno" > 258< / span > < span class = "keywordflow" > return< / span > ;< / div >
< div class = "line" > < a id = "l00259" name = "l00259" > < / a > < span class = "lineno" > 259< / span > }< / div >
< div class = "line" > < a id = "l00260" name = "l00260" > < / a > < span class = "lineno" > 260< / span > < / div >
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< div class = "line" > < a id = "l00261" name = "l00261" > < / a > < span class = "lineno" > 261< / span > < a class = "code hl_struct" href = "structmlx_1_1core_1_1_contiguous_iterator.html" > ContiguousIterator< / a > a_it(shape, a_strides, dim - 3);< / div >
< div class = "line" > < a id = "l00262" name = "l00262" > < / a > < span class = "lineno" > 262< / span > < a class = "code hl_struct" href = "structmlx_1_1core_1_1_contiguous_iterator.html" > ContiguousIterator< / a > b_it(shape, b_strides, dim - 3);< / div >
< div class = "line" > < a id = "l00263" name = "l00263" > < / a > < span class = "lineno" > 263< / span > < span class = "keyword" > auto< / span > stride = out_strides[dim - 4];< / div >
< div class = "line" > < a id = "l00264" name = "l00264" > < / a > < span class = "lineno" > 264< / span > < span class = "keywordflow" > for< / span > (int64_t elem = 0; elem < a.size(); elem += stride) {< / div >
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< div class = "line" > < a id = "l00265" name = "l00265" > < / a > < span class = "lineno" > 265< / span > binary_op_dims< T, U, Op, 3, Strided> (< / div >
< div class = "line" > < a id = "l00266" name = "l00266" > < / a > < span class = "lineno" > 266< / span > a_ptr + a_it.loc,< / div >
< div class = "line" > < a id = "l00267" name = "l00267" > < / a > < span class = "lineno" > 267< / span > b_ptr + b_it.loc,< / div >
< div class = "line" > < a id = "l00268" name = "l00268" > < / a > < span class = "lineno" > 268< / span > out_ptr + elem,< / div >
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< div class = "line" > < a id = "l00269" name = "l00269" > < / a > < span class = "lineno" > 269< / span > op,< / div >
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< div class = "line" > < a id = "l00270" name = "l00270" > < / a > < span class = "lineno" > 270< / span > shape,< / div >
< div class = "line" > < a id = "l00271" name = "l00271" > < / a > < span class = "lineno" > 271< / span > a_strides,< / div >
< div class = "line" > < a id = "l00272" name = "l00272" > < / a > < span class = "lineno" > 272< / span > b_strides,< / div >
< div class = "line" > < a id = "l00273" name = "l00273" > < / a > < span class = "lineno" > 273< / span > out_strides,< / div >
< div class = "line" > < a id = "l00274" name = "l00274" > < / a > < span class = "lineno" > 274< / span > dim - 3);< / div >
< div class = "line" > < a id = "l00275" name = "l00275" > < / a > < span class = "lineno" > 275< / span > a_it.step();< / div >
< div class = "line" > < a id = "l00276" name = "l00276" > < / a > < span class = "lineno" > 276< / span > b_it.step();< / div >
< div class = "line" > < a id = "l00277" name = "l00277" > < / a > < span class = "lineno" > 277< / span > }< / div >
< div class = "line" > < a id = "l00278" name = "l00278" > < / a > < span class = "lineno" > 278< / span > }< / div >
< div class = "line" > < a id = "l00279" name = "l00279" > < / a > < span class = "lineno" > 279< / span > < / div >
< div class = "line" > < a id = "l00280" name = "l00280" > < / a > < span class = "lineno" > 280< / span > < span class = "keyword" > template< / span > < < / div >
< div class = "line" > < a id = "l00281" name = "l00281" > < / a > < span class = "lineno" > 281< / span > < span class = "keyword" > typename< / span > T,< / div >
< div class = "line" > < a id = "l00282" name = "l00282" > < / a > < span class = "lineno" > 282< / span > < span class = "keyword" > typename< / span > U,< / div >
< div class = "line" > < a id = "l00283" name = "l00283" > < / a > < span class = "lineno" > 283< / span > < span class = "keyword" > typename< / span > Op,< / div >
< div class = "line" > < a id = "l00284" name = "l00284" > < / a > < span class = "lineno" > 284< / span > < span class = "keyword" > typename< / span > OpSV,< / div >
< div class = "line" > < a id = "l00285" name = "l00285" > < / a > < span class = "lineno" > 285< / span > < span class = "keyword" > typename< / span > OpVS,< / div >
< div class = "line" > < a id = "l00286" name = "l00286" > < / a > < span class = "lineno" > 286< / span > < span class = "keyword" > typename< / span > OpVV> < / div >
< div class = "line" > < a id = "l00287" name = "l00287" > < / a > < span class = "lineno" > 287< / span > < span class = "keywordtype" > void< / span > binary_op(< / div >
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< div class = "line" > < a id = "l00288" name = "l00288" > < / a > < span class = "lineno" > 288< / span > < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & a,< / div >
< div class = "line" > < a id = "l00289" name = "l00289" > < / a > < span class = "lineno" > 289< / span > < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & b,< / div >
< div class = "line" > < a id = "l00290" name = "l00290" > < / a > < span class = "lineno" > 290< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & out,< / div >
< div class = "line" > < a id = "l00291" name = "l00291" > < / a > < span class = "lineno" > 291< / span > Op op,< / div >
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< div class = "line" > < a id = "l00292" name = "l00292" > < / a > < span class = "lineno" > 292< / span > OpSV opsv,< / div >
< div class = "line" > < a id = "l00293" name = "l00293" > < / a > < span class = "lineno" > 293< / span > OpVS opvs,< / div >
< div class = "line" > < a id = "l00294" name = "l00294" > < / a > < span class = "lineno" > 294< / span > OpVV opvv) {< / div >
< div class = "line" > < a id = "l00295" name = "l00295" > < / a > < span class = "lineno" > 295< / span > < span class = "keyword" > auto< / span > bopt = get_binary_op_type(a, b);< / div >
< div class = "line" > < a id = "l00296" name = "l00296" > < / a > < span class = "lineno" > 296< / span > set_binary_op_output_data(a, b, out, bopt);< / div >
< div class = "line" > < a id = "l00297" name = "l00297" > < / a > < span class = "lineno" > 297< / span > < / div >
< div class = "line" > < a id = "l00298" name = "l00298" > < / a > < span class = "lineno" > 298< / span > < span class = "comment" > // The full computation is scalar scalar so call the base op once< / span > < / div >
< div class = "line" > < a id = "l00299" name = "l00299" > < / a > < span class = "lineno" > 299< / span > < span class = "keywordflow" > if< / span > (bopt == BinaryOpType::ScalarScalar) {< / div >
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< div class = "line" > < a id = "l00300" name = "l00300" > < / a > < span class = "lineno" > 300< / span > *(out.data< U> ()) = op(*a.data< T> (), *b.data< T> ());< / div >
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< div class = "line" > < a id = "l00301" name = "l00301" > < / a > < span class = "lineno" > 301< / span > < span class = "keywordflow" > return< / span > ;< / div >
< div class = "line" > < a id = "l00302" name = "l00302" > < / a > < span class = "lineno" > 302< / span > }< / div >
< div class = "line" > < a id = "l00303" name = "l00303" > < / a > < span class = "lineno" > 303< / span > < / div >
< div class = "line" > < a id = "l00304" name = "l00304" > < / a > < span class = "lineno" > 304< / span > < span class = "comment" > // The full computation is scalar vector so delegate to the op< / span > < / div >
< div class = "line" > < a id = "l00305" name = "l00305" > < / a > < span class = "lineno" > 305< / span > < span class = "keywordflow" > if< / span > (bopt == BinaryOpType::ScalarVector) {< / div >
< div class = "line" > < a id = "l00306" name = "l00306" > < / a > < span class = "lineno" > 306< / span > opsv(a.data< T> (), b.data< T> (), out.data< U> (), b.data_size());< / div >
< div class = "line" > < a id = "l00307" name = "l00307" > < / a > < span class = "lineno" > 307< / span > < span class = "keywordflow" > return< / span > ;< / div >
< div class = "line" > < a id = "l00308" name = "l00308" > < / a > < span class = "lineno" > 308< / span > }< / div >
< div class = "line" > < a id = "l00309" name = "l00309" > < / a > < span class = "lineno" > 309< / span > < / div >
< div class = "line" > < a id = "l00310" name = "l00310" > < / a > < span class = "lineno" > 310< / span > < span class = "comment" > // The full computation is vector scalar so delegate to the op< / span > < / div >
< div class = "line" > < a id = "l00311" name = "l00311" > < / a > < span class = "lineno" > 311< / span > < span class = "keywordflow" > if< / span > (bopt == BinaryOpType::VectorScalar) {< / div >
< div class = "line" > < a id = "l00312" name = "l00312" > < / a > < span class = "lineno" > 312< / span > opvs(a.data< T> (), b.data< T> (), out.data< U> (), a.data_size());< / div >
< div class = "line" > < a id = "l00313" name = "l00313" > < / a > < span class = "lineno" > 313< / span > < span class = "keywordflow" > return< / span > ;< / div >
< div class = "line" > < a id = "l00314" name = "l00314" > < / a > < span class = "lineno" > 314< / span > }< / div >
< div class = "line" > < a id = "l00315" name = "l00315" > < / a > < span class = "lineno" > 315< / span > < / div >
< div class = "line" > < a id = "l00316" name = "l00316" > < / a > < span class = "lineno" > 316< / span > < span class = "comment" > // The full computation is vector vector so delegate to the op< / span > < / div >
< div class = "line" > < a id = "l00317" name = "l00317" > < / a > < span class = "lineno" > 317< / span > < span class = "keywordflow" > if< / span > (bopt == BinaryOpType::VectorVector) {< / div >
< div class = "line" > < a id = "l00318" name = "l00318" > < / a > < span class = "lineno" > 318< / span > opvv(a.data< T> (), b.data< T> (), out.data< U> (), out.size());< / div >
< div class = "line" > < a id = "l00319" name = "l00319" > < / a > < span class = "lineno" > 319< / span > < span class = "keywordflow" > return< / span > ;< / div >
< div class = "line" > < a id = "l00320" name = "l00320" > < / a > < span class = "lineno" > 320< / span > }< / div >
< div class = "line" > < a id = "l00321" name = "l00321" > < / a > < span class = "lineno" > 321< / span > < / div >
< div class = "line" > < a id = "l00322" name = "l00322" > < / a > < span class = "lineno" > 322< / span > < span class = "comment" > // General computation so let' s try to optimize< / span > < / div >
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< div class = "line" > < a id = "l00323" name = "l00323" > < / a > < span class = "lineno" > 323< / span > < span class = "keyword" > auto< / span > [new_shape, new_strides] = < a class = "code hl_function" href = "namespacemlx_1_1core.html#a4d594bb84abeff4619d1abb77b20123e" > collapse_contiguous_dims< / a > (< / div >
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< div class = "line" > < a id = "l00324" name = "l00324" > < / a > < span class = "lineno" > 324< / span > a.shape(), {a.strides(), b.strides(), out.strides()});< / div >
< div class = "line" > < a id = "l00325" name = "l00325" > < / a > < span class = "lineno" > 325< / span > < span class = "keyword" > const< / span > < span class = "keyword" > auto< / span > & a_strides = new_strides[0];< / div >
< div class = "line" > < a id = "l00326" name = "l00326" > < / a > < span class = "lineno" > 326< / span > < span class = "keyword" > const< / span > < span class = "keyword" > auto< / span > & b_strides = new_strides[1];< / div >
< div class = "line" > < a id = "l00327" name = "l00327" > < / a > < span class = "lineno" > 327< / span > < span class = "keyword" > const< / span > < span class = "keyword" > auto< / span > & strides = new_strides[2];< / div >
< div class = "line" > < a id = "l00328" name = "l00328" > < / a > < span class = "lineno" > 328< / span > < / div >
< div class = "line" > < a id = "l00329" name = "l00329" > < / a > < span class = "lineno" > 329< / span > < span class = "comment" > // Get the left-most dim such that the array is row contiguous after< / span > < / div >
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< div class = "line" > < a id = "l00330" name = "l00330" > < / a > < span class = "lineno" > 330< / span > < span class = "keyword" > auto< / span > leftmost_rc_dim = [& strides](< span class = "keyword" > const< / span > < span class = "keyword" > auto< / span > & arr_strides) {< / div >
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< div class = "line" > < a id = "l00331" name = "l00331" > < / a > < span class = "lineno" > 331< / span > < span class = "keywordtype" > int< / span > d = arr_strides.size() - 1;< / div >
< div class = "line" > < a id = "l00332" name = "l00332" > < / a > < span class = "lineno" > 332< / span > < span class = "keywordflow" > for< / span > (; d > = 0 & & arr_strides[d] == strides[d]; d--) {< / div >
< div class = "line" > < a id = "l00333" name = "l00333" > < / a > < span class = "lineno" > 333< / span > }< / div >
< div class = "line" > < a id = "l00334" name = "l00334" > < / a > < span class = "lineno" > 334< / span > < span class = "keywordflow" > return< / span > d + 1;< / div >
< div class = "line" > < a id = "l00335" name = "l00335" > < / a > < span class = "lineno" > 335< / span > };< / div >
< div class = "line" > < a id = "l00336" name = "l00336" > < / a > < span class = "lineno" > 336< / span > < span class = "keyword" > auto< / span > a_rc_dim = leftmost_rc_dim(a_strides);< / div >
< div class = "line" > < a id = "l00337" name = "l00337" > < / a > < span class = "lineno" > 337< / span > < span class = "keyword" > auto< / span > b_rc_dim = leftmost_rc_dim(b_strides);< / div >
< div class = "line" > < a id = "l00338" name = "l00338" > < / a > < span class = "lineno" > 338< / span > < / div >
< div class = "line" > < a id = "l00339" name = "l00339" > < / a > < span class = "lineno" > 339< / span > < span class = "comment" > // Get the left-most dim such that the array is a broadcasted " scalar" after< / span > < / div >
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< div class = "line" > < a id = "l00340" name = "l00340" > < / a > < span class = "lineno" > 340< / span > < span class = "keyword" > auto< / span > leftmost_s_dim = [](< span class = "keyword" > const< / span > < span class = "keyword" > auto< / span > & arr_strides) {< / div >
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< div class = "line" > < a id = "l00341" name = "l00341" > < / a > < span class = "lineno" > 341< / span > < span class = "keywordtype" > int< / span > d = arr_strides.size() - 1;< / div >
< div class = "line" > < a id = "l00342" name = "l00342" > < / a > < span class = "lineno" > 342< / span > < span class = "keywordflow" > for< / span > (; d > = 0 & & arr_strides[d] == 0; d--) {< / div >
< div class = "line" > < a id = "l00343" name = "l00343" > < / a > < span class = "lineno" > 343< / span > }< / div >
< div class = "line" > < a id = "l00344" name = "l00344" > < / a > < span class = "lineno" > 344< / span > < span class = "keywordflow" > return< / span > d + 1;< / div >
< div class = "line" > < a id = "l00345" name = "l00345" > < / a > < span class = "lineno" > 345< / span > };< / div >
< div class = "line" > < a id = "l00346" name = "l00346" > < / a > < span class = "lineno" > 346< / span > < span class = "keyword" > auto< / span > a_s_dim = leftmost_s_dim(a_strides);< / div >
< div class = "line" > < a id = "l00347" name = "l00347" > < / a > < span class = "lineno" > 347< / span > < span class = "keyword" > auto< / span > b_s_dim = leftmost_s_dim(b_strides);< / div >
< div class = "line" > < a id = "l00348" name = "l00348" > < / a > < span class = "lineno" > 348< / span > < / div >
< div class = "line" > < a id = "l00349" name = "l00349" > < / a > < span class = "lineno" > 349< / span > < span class = "keyword" > auto< / span > ndim = new_shape.size();< / div >
< div class = "line" > < a id = "l00350" name = "l00350" > < / a > < span class = "lineno" > 350< / span > < / div >
< div class = "line" > < a id = "l00351" name = "l00351" > < / a > < span class = "lineno" > 351< / span > < span class = "comment" > // Case 1: LxM and FxM where L and F are broadcastable and M is row contiguous< / span > < / div >
< div class = "line" > < a id = "l00352" name = "l00352" > < / a > < span class = "lineno" > 352< / span > < span class = "keywordtype" > int< / span > dim = ndim;< / div >
< div class = "line" > < a id = "l00353" name = "l00353" > < / a > < span class = "lineno" > 353< / span > < span class = "keywordflow" > if< / span > (< span class = "keywordtype" > int< / span > d = std::max(a_rc_dim, b_rc_dim); d < ndim) {< / div >
< div class = "line" > < a id = "l00354" name = "l00354" > < / a > < span class = "lineno" > 354< / span > bopt = BinaryOpType::VectorVector;< / div >
< div class = "line" > < a id = "l00355" name = "l00355" > < / a > < span class = "lineno" > 355< / span > dim = d;< / div >
< div class = "line" > < a id = "l00356" name = "l00356" > < / a > < span class = "lineno" > 356< / span > < span class = "comment" > // Case 2: LxM and Fx1 where L and F are broadcastable and M is row< / span > < / div >
< div class = "line" > < a id = "l00357" name = "l00357" > < / a > < span class = "lineno" > 357< / span > < span class = "comment" > // contiguous< / span > < / div >
< div class = "line" > < a id = "l00358" name = "l00358" > < / a > < span class = "lineno" > 358< / span > } < span class = "keywordflow" > else< / span > < span class = "keywordflow" > if< / span > (< span class = "keywordtype" > int< / span > d = std::max(a_rc_dim, b_s_dim); d < ndim) {< / div >
< div class = "line" > < a id = "l00359" name = "l00359" > < / a > < span class = "lineno" > 359< / span > bopt = BinaryOpType::VectorScalar;< / div >
< div class = "line" > < a id = "l00360" name = "l00360" > < / a > < span class = "lineno" > 360< / span > dim = d;< / div >
< div class = "line" > < a id = "l00361" name = "l00361" > < / a > < span class = "lineno" > 361< / span > < span class = "comment" > // Case 3: Lx1 and FxM where L and F are broadcastable and M is row< / span > < / div >
< div class = "line" > < a id = "l00362" name = "l00362" > < / a > < span class = "lineno" > 362< / span > < span class = "comment" > // contiguous< / span > < / div >
< div class = "line" > < a id = "l00363" name = "l00363" > < / a > < span class = "lineno" > 363< / span > } < span class = "keywordflow" > else< / span > < span class = "keywordflow" > if< / span > (< span class = "keywordtype" > int< / span > d = std::max(a_s_dim, b_rc_dim); d < ndim) {< / div >
< div class = "line" > < a id = "l00364" name = "l00364" > < / a > < span class = "lineno" > 364< / span > bopt = BinaryOpType::ScalarVector;< / div >
< div class = "line" > < a id = "l00365" name = "l00365" > < / a > < span class = "lineno" > 365< / span > dim = d;< / div >
< div class = "line" > < a id = "l00366" name = "l00366" > < / a > < span class = "lineno" > 366< / span > }< / div >
< div class = "line" > < a id = "l00367" name = "l00367" > < / a > < span class = "lineno" > 367< / span > < / div >
< div class = "line" > < a id = "l00368" name = "l00368" > < / a > < span class = "lineno" > 368< / span > < span class = "comment" > // Can be sure dim > 0 since otherwise we would have used one of the fully< / span > < / div >
< div class = "line" > < a id = "l00369" name = "l00369" > < / a > < span class = "lineno" > 369< / span > < span class = "comment" > // contiguous methods above. Except for the case that the flags do not< / span > < / div >
< div class = "line" > < a id = "l00370" name = "l00370" > < / a > < span class = "lineno" > 370< / span > < span class = "comment" > // correspond to the underlying contiguity.< / span > < / div >
< div class = "line" > < a id = "l00371" name = "l00371" > < / a > < span class = "lineno" > 371< / span > < span class = "keywordflow" > if< / span > (dim == 0 || strides[dim - 1] < 16) {< / div >
< div class = "line" > < a id = "l00372" name = "l00372" > < / a > < span class = "lineno" > 372< / span > bopt = BinaryOpType::General;< / div >
< div class = "line" > < a id = "l00373" name = "l00373" > < / a > < span class = "lineno" > 373< / span > dim = ndim;< / div >
< div class = "line" > < a id = "l00374" name = "l00374" > < / a > < span class = "lineno" > 374< / span > }< / div >
< div class = "line" > < a id = "l00375" name = "l00375" > < / a > < span class = "lineno" > 375< / span > < / div >
< div class = "line" > < a id = "l00376" name = "l00376" > < / a > < span class = "lineno" > 376< / span > < span class = "keywordflow" > switch< / span > (bopt) {< / div >
< div class = "line" > < a id = "l00377" name = "l00377" > < / a > < span class = "lineno" > 377< / span > < span class = "keywordflow" > case< / span > BinaryOpType::VectorVector:< / div >
< div class = "line" > < a id = "l00378" name = "l00378" > < / a > < span class = "lineno" > 378< / span > binary_op_dispatch_dims< T, U, true> (< / div >
< div class = "line" > < a id = "l00379" name = "l00379" > < / a > < span class = "lineno" > 379< / span > a, b, out, opvv, dim, new_shape, a_strides, b_strides, strides);< / div >
< div class = "line" > < a id = "l00380" name = "l00380" > < / a > < span class = "lineno" > 380< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00381" name = "l00381" > < / a > < span class = "lineno" > 381< / span > < span class = "keywordflow" > case< / span > BinaryOpType::VectorScalar:< / div >
< div class = "line" > < a id = "l00382" name = "l00382" > < / a > < span class = "lineno" > 382< / span > binary_op_dispatch_dims< T, U, true> (< / div >
< div class = "line" > < a id = "l00383" name = "l00383" > < / a > < span class = "lineno" > 383< / span > a, b, out, opvs, dim, new_shape, a_strides, b_strides, strides);< / div >
< div class = "line" > < a id = "l00384" name = "l00384" > < / a > < span class = "lineno" > 384< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00385" name = "l00385" > < / a > < span class = "lineno" > 385< / span > < span class = "keywordflow" > case< / span > BinaryOpType::ScalarVector:< / div >
< div class = "line" > < a id = "l00386" name = "l00386" > < / a > < span class = "lineno" > 386< / span > binary_op_dispatch_dims< T, U, true> (< / div >
< div class = "line" > < a id = "l00387" name = "l00387" > < / a > < span class = "lineno" > 387< / span > a, b, out, opsv, dim, new_shape, a_strides, b_strides, strides);< / div >
< div class = "line" > < a id = "l00388" name = "l00388" > < / a > < span class = "lineno" > 388< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00389" name = "l00389" > < / a > < span class = "lineno" > 389< / span > < span class = "keywordflow" > default< / span > :< / div >
< div class = "line" > < a id = "l00390" name = "l00390" > < / a > < span class = "lineno" > 390< / span > binary_op_dispatch_dims< T, U, false> (< / div >
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< div class = "line" > < a id = "l00391" name = "l00391" > < / a > < span class = "lineno" > 391< / span > a, b, out, op, dim, new_shape, a_strides, b_strides, strides);< / div >
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< div class = "line" > < a id = "l00392" name = "l00392" > < / a > < span class = "lineno" > 392< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00393" name = "l00393" > < / a > < span class = "lineno" > 393< / span > }< / div >
< div class = "line" > < a id = "l00394" name = "l00394" > < / a > < span class = "lineno" > 394< / span > }< / div >
< div class = "line" > < a id = "l00395" name = "l00395" > < / a > < span class = "lineno" > 395< / span > < / div >
< div class = "line" > < a id = "l00396" name = "l00396" > < / a > < span class = "lineno" > 396< / span > < span class = "keyword" > template< / span > < < span class = "keyword" > typename< / span > T, < span class = "keyword" > typename< / span > Op, < span class = "keyword" > typename< / span > OpSV, < span class = "keyword" > typename< / span > OpVS, < span class = "keyword" > typename< / span > OpVV> < / div >
< div class = "line" > < a id = "l00397" name = "l00397" > < / a > < span class = "lineno" > 397< / span > < span class = "keywordtype" > void< / span > binary_op(< / div >
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< div class = "line" > < a id = "l00398" name = "l00398" > < / a > < span class = "lineno" > 398< / span > < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & a,< / div >
< div class = "line" > < a id = "l00399" name = "l00399" > < / a > < span class = "lineno" > 399< / span > < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & b,< / div >
< div class = "line" > < a id = "l00400" name = "l00400" > < / a > < span class = "lineno" > 400< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & out,< / div >
< div class = "line" > < a id = "l00401" name = "l00401" > < / a > < span class = "lineno" > 401< / span > Op op,< / div >
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< div class = "line" > < a id = "l00402" name = "l00402" > < / a > < span class = "lineno" > 402< / span > OpSV opsv,< / div >
< div class = "line" > < a id = "l00403" name = "l00403" > < / a > < span class = "lineno" > 403< / span > OpVS opvs,< / div >
< div class = "line" > < a id = "l00404" name = "l00404" > < / a > < span class = "lineno" > 404< / span > OpVV opvv) {< / div >
< div class = "line" > < a id = "l00405" name = "l00405" > < / a > < span class = "lineno" > 405< / span > < span class = "comment" > // TODO: The following mess of constexpr evaluations can probably be achieved< / span > < / div >
< div class = "line" > < a id = "l00406" name = "l00406" > < / a > < span class = "lineno" > 406< / span > < span class = "comment" > // with template specializations and overloading. Would it be simpler?< / span > < / div >
< div class = "line" > < a id = "l00407" name = "l00407" > < / a > < span class = "lineno" > 407< / span > < / div >
< div class = "line" > < a id = "l00408" name = "l00408" > < / a > < span class = "lineno" > 408< / span > < span class = "keywordflow" > if< / span > < span class = "keyword" > constexpr< / span > (std::is_same< < span class = "keyword" > decltype< / span > (opsv), UseDefaultBinaryOp> ::value) {< / div >
< div class = "line" > < a id = "l00409" name = "l00409" > < / a > < span class = "lineno" > 409< / span > < span class = "keywordflow" > if< / span > < span class = "keyword" > constexpr< / span > (std::is_same< < span class = "keyword" > decltype< / span > (opvs), UseDefaultBinaryOp> ::value) {< / div >
< div class = "line" > < a id = "l00410" name = "l00410" > < / a > < span class = "lineno" > 410< / span > < span class = "keywordflow" > if< / span > < span class = "keyword" > constexpr< / span > (std::is_same< < span class = "keyword" > decltype< / span > (opvv), UseDefaultBinaryOp> ::value) {< / div >
< div class = "line" > < a id = "l00411" name = "l00411" > < / a > < span class = "lineno" > 411< / span > < span class = "comment" > // All ops are UseDefaultBinaryOp (why oh why would someone call that?)< / span > < / div >
< div class = "line" > < a id = "l00412" name = "l00412" > < / a > < span class = "lineno" > 412< / span > binary_op< T, T> (< / div >
< div class = "line" > < a id = "l00413" name = "l00413" > < / a > < span class = "lineno" > 413< / span > a,< / div >
< div class = "line" > < a id = "l00414" name = "l00414" > < / a > < span class = "lineno" > 414< / span > b,< / div >
< div class = "line" > < a id = "l00415" name = "l00415" > < / a > < span class = "lineno" > 415< / span > out,< / div >
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< div class = "line" > < a id = "l00416" name = "l00416" > < / a > < span class = "lineno" > 416< / span > op,< / div >
< div class = "line" > < a id = "l00417" name = "l00417" > < / a > < span class = "lineno" > 417< / span > DefaultScalarVector< T, T, Op> (op),< / div >
< div class = "line" > < a id = "l00418" name = "l00418" > < / a > < span class = "lineno" > 418< / span > DefaultVectorScalar< T, T, Op> (op),< / div >
< div class = "line" > < a id = "l00419" name = "l00419" > < / a > < span class = "lineno" > 419< / span > DefaultVectorVector< T, T, Op> (op));< / div >
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< div class = "line" > < a id = "l00420" name = "l00420" > < / a > < span class = "lineno" > 420< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00421" name = "l00421" > < / a > < span class = "lineno" > 421< / span > < span class = "comment" > // opsv and opvs were UseDefaultBinaryOp< / span > < / div >
< div class = "line" > < a id = "l00422" name = "l00422" > < / a > < span class = "lineno" > 422< / span > binary_op< T, T> (< / div >
< div class = "line" > < a id = "l00423" name = "l00423" > < / a > < span class = "lineno" > 423< / span > a,< / div >
< div class = "line" > < a id = "l00424" name = "l00424" > < / a > < span class = "lineno" > 424< / span > b,< / div >
< div class = "line" > < a id = "l00425" name = "l00425" > < / a > < span class = "lineno" > 425< / span > out,< / div >
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< div class = "line" > < a id = "l00426" name = "l00426" > < / a > < span class = "lineno" > 426< / span > op,< / div >
< div class = "line" > < a id = "l00427" name = "l00427" > < / a > < span class = "lineno" > 427< / span > DefaultScalarVector< T, T, Op> (op),< / div >
< div class = "line" > < a id = "l00428" name = "l00428" > < / a > < span class = "lineno" > 428< / span > DefaultVectorScalar< T, T, Op> (op),< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00429" name = "l00429" > < / a > < span class = "lineno" > 429< / span > opvv);< / div >
< div class = "line" > < a id = "l00430" name = "l00430" > < / a > < span class = "lineno" > 430< / span > }< / div >
< div class = "line" > < a id = "l00431" name = "l00431" > < / a > < span class = "lineno" > 431< / span > } < span class = "keywordflow" > else< / span > < span class = "keywordflow" > if< / span > < span class = "keyword" > constexpr< / span > (std::is_same< < span class = "keyword" > decltype< / span > (opvv), UseDefaultBinaryOp> ::< / div >
< div class = "line" > < a id = "l00432" name = "l00432" > < / a > < span class = "lineno" > 432< / span > value) {< / div >
< div class = "line" > < a id = "l00433" name = "l00433" > < / a > < span class = "lineno" > 433< / span > < span class = "comment" > // opsv and opvv were UseDefaultBinaryOp< / span > < / div >
< div class = "line" > < a id = "l00434" name = "l00434" > < / a > < span class = "lineno" > 434< / span > binary_op< T, T> (< / div >
< div class = "line" > < a id = "l00435" name = "l00435" > < / a > < span class = "lineno" > 435< / span > a,< / div >
< div class = "line" > < a id = "l00436" name = "l00436" > < / a > < span class = "lineno" > 436< / span > b,< / div >
< div class = "line" > < a id = "l00437" name = "l00437" > < / a > < span class = "lineno" > 437< / span > out,< / div >
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< div class = "line" > < a id = "l00438" name = "l00438" > < / a > < span class = "lineno" > 438< / span > op,< / div >
< div class = "line" > < a id = "l00439" name = "l00439" > < / a > < span class = "lineno" > 439< / span > DefaultScalarVector< T, T, Op> (op),< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00440" name = "l00440" > < / a > < span class = "lineno" > 440< / span > opvs,< / div >
2025-01-10 05:56:20 +08:00
< div class = "line" > < a id = "l00441" name = "l00441" > < / a > < span class = "lineno" > 441< / span > DefaultVectorVector< T, T, Op> (op));< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00442" name = "l00442" > < / a > < span class = "lineno" > 442< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00443" name = "l00443" > < / a > < span class = "lineno" > 443< / span > < span class = "comment" > // opsv was UseDefaultBinaryOp< / span > < / div >
< div class = "line" > < a id = "l00444" name = "l00444" > < / a > < span class = "lineno" > 444< / span > binary_op< T, T> (< / div >
2025-01-10 05:56:20 +08:00
< div class = "line" > < a id = "l00445" name = "l00445" > < / a > < span class = "lineno" > 445< / span > a, b, out, op, DefaultScalarVector< T, T, Op> (op), opvs, opvv);< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00446" name = "l00446" > < / a > < span class = "lineno" > 446< / span > }< / div >
< div class = "line" > < a id = "l00447" name = "l00447" > < / a > < span class = "lineno" > 447< / span > } < span class = "keywordflow" > else< / span > < span class = "keywordflow" > if< / span > < span class = "keyword" > constexpr< / span > (std::is_same< < span class = "keyword" > decltype< / span > (opvs), UseDefaultBinaryOp> ::< / div >
< div class = "line" > < a id = "l00448" name = "l00448" > < / a > < span class = "lineno" > 448< / span > value) {< / div >
< div class = "line" > < a id = "l00449" name = "l00449" > < / a > < span class = "lineno" > 449< / span > < span class = "keywordflow" > if< / span > (std::is_same< < span class = "keyword" > decltype< / span > (opvv), UseDefaultBinaryOp> ::value) {< / div >
< div class = "line" > < a id = "l00450" name = "l00450" > < / a > < span class = "lineno" > 450< / span > < span class = "comment" > // opvs and opvv were UseDefaultBinaryOp< / span > < / div >
< div class = "line" > < a id = "l00451" name = "l00451" > < / a > < span class = "lineno" > 451< / span > binary_op< T, T> (< / div >
< div class = "line" > < a id = "l00452" name = "l00452" > < / a > < span class = "lineno" > 452< / span > a,< / div >
< div class = "line" > < a id = "l00453" name = "l00453" > < / a > < span class = "lineno" > 453< / span > b,< / div >
< div class = "line" > < a id = "l00454" name = "l00454" > < / a > < span class = "lineno" > 454< / span > out,< / div >
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< div class = "line" > < a id = "l00455" name = "l00455" > < / a > < span class = "lineno" > 455< / span > op,< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00456" name = "l00456" > < / a > < span class = "lineno" > 456< / span > opsv,< / div >
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< div class = "line" > < a id = "l00457" name = "l00457" > < / a > < span class = "lineno" > 457< / span > DefaultVectorScalar< T, T, Op> (op),< / div >
< div class = "line" > < a id = "l00458" name = "l00458" > < / a > < span class = "lineno" > 458< / span > DefaultVectorVector< T, T, Op> (op));< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00459" name = "l00459" > < / a > < span class = "lineno" > 459< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00460" name = "l00460" > < / a > < span class = "lineno" > 460< / span > < span class = "comment" > // opvs was UseDefaultBinaryOp< / span > < / div >
< div class = "line" > < a id = "l00461" name = "l00461" > < / a > < span class = "lineno" > 461< / span > binary_op< T, T> (< / div >
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< div class = "line" > < a id = "l00462" name = "l00462" > < / a > < span class = "lineno" > 462< / span > a, b, out, op, opsv, DefaultVectorScalar< T, T, Op> (op), opvv);< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00463" name = "l00463" > < / a > < span class = "lineno" > 463< / span > }< / div >
< div class = "line" > < a id = "l00464" name = "l00464" > < / a > < span class = "lineno" > 464< / span > } < span class = "keywordflow" > else< / span > < span class = "keywordflow" > if< / span > < span class = "keyword" > constexpr< / span > (std::is_same< < span class = "keyword" > decltype< / span > (opvv), UseDefaultBinaryOp> ::< / div >
< div class = "line" > < a id = "l00465" name = "l00465" > < / a > < span class = "lineno" > 465< / span > value) {< / div >
< div class = "line" > < a id = "l00466" name = "l00466" > < / a > < span class = "lineno" > 466< / span > < span class = "comment" > // opvv was UseDefaultBinaryOp< / span > < / div >
< div class = "line" > < a id = "l00467" name = "l00467" > < / a > < span class = "lineno" > 467< / span > binary_op< T, T> (< / div >
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< div class = "line" > < a id = "l00468" name = "l00468" > < / a > < span class = "lineno" > 468< / span > a, b, out, op, opsv, opvs, DefaultVectorVector< T, T, Op> (op));< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00469" name = "l00469" > < / a > < span class = "lineno" > 469< / span > } < span class = "keywordflow" > else< / span > {< / div >
< div class = "line" > < a id = "l00470" name = "l00470" > < / a > < span class = "lineno" > 470< / span > < span class = "comment" > // All ops provided< / span > < / div >
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< div class = "line" > < a id = "l00471" name = "l00471" > < / a > < span class = "lineno" > 471< / span > binary_op< T, T> (a, b, out, op, opsv, opvs, opvv);< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00472" name = "l00472" > < / a > < span class = "lineno" > 472< / span > }< / div >
< div class = "line" > < a id = "l00473" name = "l00473" > < / a > < span class = "lineno" > 473< / span > }< / div >
< div class = "line" > < a id = "l00474" name = "l00474" > < / a > < span class = "lineno" > 474< / span > < / div >
< div class = "line" > < a id = "l00475" name = "l00475" > < / a > < span class = "lineno" > 475< / span > < span class = "keyword" > template< / span > < < span class = "keyword" > typename< / span > T, < span class = "keyword" > typename< / span > Op> < / div >
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< div class = "line" > < a id = "l00476" name = "l00476" > < / a > < span class = "lineno" > 476< / span > < span class = "keywordtype" > void< / span > binary_op(< span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & a, < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & b, < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & out, Op op) {< / div >
< div class = "line" > < a id = "l00477" name = "l00477" > < / a > < span class = "lineno" > 477< / span > DefaultScalarVector< T, T, Op> opsv(op);< / div >
< div class = "line" > < a id = "l00478" name = "l00478" > < / a > < span class = "lineno" > 478< / span > DefaultVectorScalar< T, T, Op> opvs(op);< / div >
< div class = "line" > < a id = "l00479" name = "l00479" > < / a > < span class = "lineno" > 479< / span > DefaultVectorVector< T, T, Op> opvv(op);< / div >
< div class = "line" > < a id = "l00480" name = "l00480" > < / a > < span class = "lineno" > 480< / span > binary_op< T, T> (a, b, out, op, opsv, opvs, opvv);< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00481" name = "l00481" > < / a > < span class = "lineno" > 481< / span > }< / div >
< div class = "line" > < a id = "l00482" name = "l00482" > < / a > < span class = "lineno" > 482< / span > < / div >
< div class = "line" > < a id = "l00483" name = "l00483" > < / a > < span class = "lineno" > 483< / span > < span class = "keyword" > template< / span > < < span class = "keyword" > typename< / span > ... Ops> < / div >
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< div class = "line" > < a id = "l00484" name = "l00484" > < / a > < span class = "lineno" > 484< / span > < span class = "keywordtype" > void< / span > < a class = "code hl_function" href = "namespacemlx_1_1core_1_1metal.html#a269d591ec02e2f7c0f7a718fbfa37f73" > binary< / a > (< span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & a, < span class = "keyword" > const< / span > < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & b, < a class = "code hl_class" href = "classmlx_1_1core_1_1array.html" > array< / a > & out, Ops... ops) {< / div >
2024-10-15 23:12:17 +08:00
< div class = "line" > < a id = "l00485" name = "l00485" > < / a > < span class = "lineno" > 485< / span > < span class = "keywordflow" > switch< / span > (out.dtype()) {< / div >
< div class = "line" > < a id = "l00486" name = "l00486" > < / a > < span class = "lineno" > 486< / 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 = "l00487" name = "l00487" > < / a > < span class = "lineno" > 487< / span > binary_op< bool> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00488" name = "l00488" > < / a > < span class = "lineno" > 488< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00489" name = "l00489" > < / a > < span class = "lineno" > 489< / 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 = "l00490" name = "l00490" > < / a > < span class = "lineno" > 490< / span > binary_op< uint8_t> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00491" name = "l00491" > < / a > < span class = "lineno" > 491< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00492" name = "l00492" > < / a > < span class = "lineno" > 492< / 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 = "l00493" name = "l00493" > < / a > < span class = "lineno" > 493< / span > binary_op< uint16_t> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00494" name = "l00494" > < / a > < span class = "lineno" > 494< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00495" name = "l00495" > < / a > < span class = "lineno" > 495< / 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 = "l00496" name = "l00496" > < / a > < span class = "lineno" > 496< / span > binary_op< uint32_t> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00497" name = "l00497" > < / a > < span class = "lineno" > 497< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00498" name = "l00498" > < / a > < span class = "lineno" > 498< / 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 = "l00499" name = "l00499" > < / a > < span class = "lineno" > 499< / span > binary_op< uint64_t> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00500" name = "l00500" > < / a > < span class = "lineno" > 500< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00501" name = "l00501" > < / a > < span class = "lineno" > 501< / 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 = "l00502" name = "l00502" > < / a > < span class = "lineno" > 502< / span > binary_op< int8_t> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00503" name = "l00503" > < / a > < span class = "lineno" > 503< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00504" name = "l00504" > < / a > < span class = "lineno" > 504< / 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 = "l00505" name = "l00505" > < / a > < span class = "lineno" > 505< / span > binary_op< int16_t> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00506" name = "l00506" > < / a > < span class = "lineno" > 506< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00507" name = "l00507" > < / a > < span class = "lineno" > 507< / 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 = "l00508" name = "l00508" > < / a > < span class = "lineno" > 508< / span > binary_op< int32_t> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00509" name = "l00509" > < / a > < span class = "lineno" > 509< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00510" name = "l00510" > < / a > < span class = "lineno" > 510< / 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 = "l00511" name = "l00511" > < / a > < span class = "lineno" > 511< / span > binary_op< int64_t> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00512" name = "l00512" > < / a > < span class = "lineno" > 512< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00513" name = "l00513" > < / a > < span class = "lineno" > 513< / 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 = "l00514" name = "l00514" > < / a > < span class = "lineno" > 514< / span > binary_op< float16_t> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00515" name = "l00515" > < / a > < span class = "lineno" > 515< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00516" name = "l00516" > < / a > < span class = "lineno" > 516< / 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 = "l00517" name = "l00517" > < / a > < span class = "lineno" > 517< / span > binary_op< float> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00518" name = "l00518" > < / a > < span class = "lineno" > 518< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00519" name = "l00519" > < / a > < span class = "lineno" > 519< / 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 = "l00520" name = "l00520" > < / a > < span class = "lineno" > 520< / span > binary_op< bfloat16_t> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00521" name = "l00521" > < / a > < span class = "lineno" > 521< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00522" name = "l00522" > < / a > < span class = "lineno" > 522< / 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 = "l00523" name = "l00523" > < / a > < span class = "lineno" > 523< / span > binary_op< complex64_t> (a, b, out, ops...);< / div >
< div class = "line" > < a id = "l00524" name = "l00524" > < / a > < span class = "lineno" > 524< / span > < span class = "keywordflow" > break< / span > ;< / div >
< div class = "line" > < a id = "l00525" name = "l00525" > < / a > < span class = "lineno" > 525< / span > }< / div >
< div class = "line" > < a id = "l00526" name = "l00526" > < / a > < span class = "lineno" > 526< / span > }< / div >
< div class = "line" > < a id = "l00527" name = "l00527" > < / a > < span class = "lineno" > 527< / span > < / div >
< div class = "line" > < a id = "l00528" name = "l00528" > < / a > < span class = "lineno" > 528< / span > } < span class = "comment" > // namespace< / span > < / div >
< div class = "line" > < a id = "l00529" name = "l00529" > < / a > < span class = "lineno" > 529< / span > < / div >
< div class = "line" > < a id = "l00530" name = "l00530" > < / a > < span class = "lineno" > 530< / span > } < span class = "comment" > // namespace mlx::core< / span > < / div >
< div class = "ttc" id = "aallocator_8h_html" > < div class = "ttname" > < a href = "allocator_8h.html" > allocator.h< / a > < / div > < / div >
< 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_2common_2utils_8h_html" > < div class = "ttname" > < a href = "backend_2common_2utils_8h.html" > utils.h< / a > < / div > < / div >
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< div class = "ttc" id = "aclassmlx_1_1core_1_1array_html" > < div class = "ttname" > < a href = "classmlx_1_1core_1_1array.html" > mlx::core::array< / a > < / div > < div class = "ttdef" > < b > Definition< / b > array.h:24< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_1_1allocator_html_a86ac0a11ff78f21e717f641716c34abc" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1allocator.html#a86ac0a11ff78f21e717f641716c34abc" > mlx::core::allocator::malloc_or_wait< / a > < / div > < div class = "ttdeci" > Buffer malloc_or_wait(size_t size)< / div > < / div >
< div class = "ttc" id = "anamespacemlx_1_1core_1_1metal_html_a269d591ec02e2f7c0f7a718fbfa37f73" > < div class = "ttname" > < a href = "namespacemlx_1_1core_1_1metal.html#a269d591ec02e2f7c0f7a718fbfa37f73" > mlx::core::metal::binary< / a > < / div > < div class = "ttdeci" > const char * binary()< / 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:67< / 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:72< / 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:70< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_html_a4d594bb84abeff4619d1abb77b20123e" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a4d594bb84abeff4619d1abb77b20123e" > mlx::core::collapse_contiguous_dims< / a > < / div > < div class = "ttdeci" > std::tuple< Shape, std::vector< Strides > > collapse_contiguous_dims(const Shape & shape, const std::vector< Strides > & strides, int64_t size_cap=std::numeric_limits< int32_t > ::max())< / div > < / div >
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< 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:81< / 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:76< / 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:80< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_html_a694e23f2d59606643728ad443d621416" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a694e23f2d59606643728ad443d621416" > mlx::core::Shape< / a > < / div > < div class = "ttdeci" > std::vector< ShapeElem > Shape< / div > < div class = "ttdef" > < b > Definition< / b > array.h:21< / div > < / div >
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< 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:75< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_html_a79939016d0972ded7db37130da2a8b5c" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#a79939016d0972ded7db37130da2a8b5c" > mlx::core::Strides< / a > < / div > < div class = "ttdeci" > std::vector< int64_t > Strides< / div > < div class = "ttdef" > < b > Definition< / b > array.h:22< / div > < / div >
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< 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:74< / 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:77< / 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:69< / 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:79< / 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:71< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1core_html_af650e831ce21759da1ac103037d08d84" > < div class = "ttname" > < a href = "namespacemlx_1_1core.html#af650e831ce21759da1ac103037d08d84" > mlx::core::is_donatable< / a > < / div > < div class = "ttdeci" > bool is_donatable(const array & in, const array & out)< / div > < div class = "ttdef" > < b > Definition< / b > utils.h:155< / div > < / div >
2024-10-15 23:12:17 +08:00
< 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:82< / div > < / div >
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< div class = "ttc" id = "anamespacepocketfft_1_1detail_html_add0f231fc8a1ce01b90a90faeebcb4eb" > < div class = "ttname" > < a href = "namespacepocketfft_1_1detail.html#add0f231fc8a1ce01b90a90faeebcb4eb" > pocketfft::detail::dst< / a > < / div > < div class = "ttdeci" > void dst(const shape_t & shape, const stride_t & stride_in, const stride_t & stride_out, const shape_t & axes, int type, const T *data_in, T *data_out, T fct, bool ortho, size_t nthreads=1)< / div > < div class = "ttdef" > < b > Definition< / b > pocketfft.h:3416< / div > < / div >
< div class = "ttc" id = "astructmlx_1_1core_1_1_contiguous_iterator_html" > < div class = "ttname" > < a href = "structmlx_1_1core_1_1_contiguous_iterator.html" > mlx::core::ContiguousIterator< / a > < / div > < div class = "ttdef" > < b > Definition< / b > utils.h:73< / div > < / div >
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