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Editing: xsimd_avx512f.hpp
/*************************************************************************** * Copyright (c) Johan Mabille, Sylvain Corlay, Wolf Vollprecht and * * Martin Renou * * Copyright (c) QuantStack * * Copyright (c) Serge Guelton * * * * Distributed under the terms of the BSD 3-Clause License. * * * * The full license is in the file LICENSE, distributed with this software. * ****************************************************************************/ #ifndef XSIMD_AVX512F_HPP #define XSIMD_AVX512F_HPP #include <complex> #include <limits> #include <type_traits> #include "../types/xsimd_avx512f_register.hpp" namespace xsimd { namespace kernel { using namespace types; namespace detail { inline void split_avx512(__m512 val, __m256& low, __m256& high) noexcept { low = _mm512_castps512_ps256(val); high = _mm512_extractf32x8_ps(val, 1); } inline void split_avx512(__m512d val, __m256d& low, __m256d& high) noexcept { low = _mm512_castpd512_pd256(val); high = _mm512_extractf64x4_pd(val, 1); } inline void split_avx512(__m512i val, __m256i& low, __m256i& high) noexcept { low = _mm512_castsi512_si256(val); high = _mm512_extracti64x4_epi64(val, 1); } inline __m512i merge_avx(__m256i low, __m256i high) noexcept { return _mm512_inserti64x4(_mm512_castsi256_si512(low), high, 1); } inline __m512 merge_avx(__m256 low, __m256 high) noexcept { return _mm512_insertf32x8(_mm512_castps256_ps512(low), high, 1); } inline __m512d merge_avx(__m256d low, __m256d high) noexcept { return _mm512_insertf64x4(_mm512_castpd256_pd512(low), high, 1); } template <class F> __m512i fwd_to_avx(F f, __m512i self) { __m256i self_low, self_high; split_avx512(self, self_low, self_high); __m256i res_low = f(self_low); __m256i res_high = f(self_high); return merge_avx(res_low, res_high); } template <class F> __m512i fwd_to_avx(F f, __m512i self, __m512i other) { __m256i self_low, self_high, other_low, other_high; split_avx512(self, self_low, self_high); split_avx512(other, other_low, other_high); __m256i res_low = f(self_low, other_low); __m256i res_high = f(self_high, other_high); return merge_avx(res_low, res_high); } template <class F> __m512i fwd_to_avx(F f, __m512i self, int32_t other) { __m256i self_low, self_high; split_avx512(self, self_low, self_high); __m256i res_low = f(self_low, other); __m256i res_high = f(self_high, other); return merge_avx(res_low, res_high); } } namespace detail { inline uint32_t morton(uint16_t x, uint16_t y) noexcept { static const unsigned short MortonTable256[256] = { 0x0000, 0x0001, 0x0004, 0x0005, 0x0010, 0x0011, 0x0014, 0x0015, 0x0040, 0x0041, 0x0044, 0x0045, 0x0050, 0x0051, 0x0054, 0x0055, 0x0100, 0x0101, 0x0104, 0x0105, 0x0110, 0x0111, 0x0114, 0x0115, 0x0140, 0x0141, 0x0144, 0x0145, 0x0150, 0x0151, 0x0154, 0x0155, 0x0400, 0x0401, 0x0404, 0x0405, 0x0410, 0x0411, 0x0414, 0x0415, 0x0440, 0x0441, 0x0444, 0x0445, 0x0450, 0x0451, 0x0454, 0x0455, 0x0500, 0x0501, 0x0504, 0x0505, 0x0510, 0x0511, 0x0514, 0x0515, 0x0540, 0x0541, 0x0544, 0x0545, 0x0550, 0x0551, 0x0554, 0x0555, 0x1000, 0x1001, 0x1004, 0x1005, 0x1010, 0x1011, 0x1014, 0x1015, 0x1040, 0x1041, 0x1044, 0x1045, 0x1050, 0x1051, 0x1054, 0x1055, 0x1100, 0x1101, 0x1104, 0x1105, 0x1110, 0x1111, 0x1114, 0x1115, 0x1140, 0x1141, 0x1144, 0x1145, 0x1150, 0x1151, 0x1154, 0x1155, 0x1400, 0x1401, 0x1404, 0x1405, 0x1410, 0x1411, 0x1414, 0x1415, 0x1440, 0x1441, 0x1444, 0x1445, 0x1450, 0x1451, 0x1454, 0x1455, 0x1500, 0x1501, 0x1504, 0x1505, 0x1510, 0x1511, 0x1514, 0x1515, 0x1540, 0x1541, 0x1544, 0x1545, 0x1550, 0x1551, 0x1554, 0x1555, 0x4000, 0x4001, 0x4004, 0x4005, 0x4010, 0x4011, 0x4014, 0x4015, 0x4040, 0x4041, 0x4044, 0x4045, 0x4050, 0x4051, 0x4054, 0x4055, 0x4100, 0x4101, 0x4104, 0x4105, 0x4110, 0x4111, 0x4114, 0x4115, 0x4140, 0x4141, 0x4144, 0x4145, 0x4150, 0x4151, 0x4154, 0x4155, 0x4400, 0x4401, 0x4404, 0x4405, 0x4410, 0x4411, 0x4414, 0x4415, 0x4440, 0x4441, 0x4444, 0x4445, 0x4450, 0x4451, 0x4454, 0x4455, 0x4500, 0x4501, 0x4504, 0x4505, 0x4510, 0x4511, 0x4514, 0x4515, 0x4540, 0x4541, 0x4544, 0x4545, 0x4550, 0x4551, 0x4554, 0x4555, 0x5000, 0x5001, 0x5004, 0x5005, 0x5010, 0x5011, 0x5014, 0x5015, 0x5040, 0x5041, 0x5044, 0x5045, 0x5050, 0x5051, 0x5054, 0x5055, 0x5100, 0x5101, 0x5104, 0x5105, 0x5110, 0x5111, 0x5114, 0x5115, 0x5140, 0x5141, 0x5144, 0x5145, 0x5150, 0x5151, 0x5154, 0x5155, 0x5400, 0x5401, 0x5404, 0x5405, 0x5410, 0x5411, 0x5414, 0x5415, 0x5440, 0x5441, 0x5444, 0x5445, 0x5450, 0x5451, 0x5454, 0x5455, 0x5500, 0x5501, 0x5504, 0x5505, 0x5510, 0x5511, 0x5514, 0x5515, 0x5540, 0x5541, 0x5544, 0x5545, 0x5550, 0x5551, 0x5554, 0x5555 }; uint32_t z = MortonTable256[y >> 8] << 17 | MortonTable256[x >> 8] << 16 | MortonTable256[y & 0xFF] << 1 | MortonTable256[x & 0xFF]; return z; } template <class A, class T, int Cmp> inline batch_bool<T, A> compare_int_avx512f(batch<T, A> const& self, batch<T, A> const& other) noexcept { using register_type = typename batch_bool<T, A>::register_type; if (std::is_signed<T>::value) { switch (sizeof(T)) { case 1: { // shifting to take sign into account uint64_t mask_low0 = _mm512_cmp_epi32_mask((batch<int32_t, A>(self.data) & batch<int32_t, A>(0x000000FF)) << 24, (batch<int32_t, A>(other.data) & batch<int32_t, A>(0x000000FF)) << 24, Cmp); uint64_t mask_low1 = _mm512_cmp_epi32_mask((batch<int32_t, A>(self.data) & batch<int32_t, A>(0x0000FF00)) << 16, (batch<int32_t, A>(other.data) & batch<int32_t, A>(0x0000FF00)) << 16, Cmp); uint64_t mask_high0 = _mm512_cmp_epi32_mask((batch<int32_t, A>(self.data) & batch<int32_t, A>(0x00FF0000)) << 8, (batch<int32_t, A>(other.data) & batch<int32_t, A>(0x00FF0000)) << 8, Cmp); uint64_t mask_high1 = _mm512_cmp_epi32_mask((batch<int32_t, A>(self.data) & batch<int32_t, A>(0xFF000000)), (batch<int32_t, A>(other.data) & batch<int32_t, A>(0xFF000000)), Cmp); uint64_t mask = 0; for (unsigned i = 0; i < 16; ++i) { mask |= (mask_low0 & (uint64_t(1) << i)) << (3 * i + 0); mask |= (mask_low1 & (uint64_t(1) << i)) << (3 * i + 1); mask |= (mask_high0 & (uint64_t(1) << i)) << (3 * i + 2); mask |= (mask_high1 & (uint64_t(1) << i)) << (3 * i + 3); } return (register_type)mask; } case 2: { // shifting to take sign into account uint16_t mask_low = _mm512_cmp_epi32_mask((batch<int32_t, A>(self.data) & batch<int32_t, A>(0x0000FFFF)) << 16, (batch<int32_t, A>(other.data) & batch<int32_t, A>(0x0000FFFF)) << 16, Cmp); uint16_t mask_high = _mm512_cmp_epi32_mask((batch<int32_t, A>(self.data) & batch<int32_t, A>(0xFFFF0000)), (batch<int32_t, A>(other.data) & batch<int32_t, A>(0xFFFF0000)), Cmp); return static_cast<register_type>(morton(mask_low, mask_high)); } case 4: return (register_type)_mm512_cmp_epi32_mask(self, other, Cmp); case 8: return (register_type)_mm512_cmp_epi64_mask(self, other, Cmp); } } else { switch (sizeof(T)) { case 1: { uint64_t mask_low0 = _mm512_cmp_epu32_mask((batch<uint32_t, A>(self.data) & batch<uint32_t, A>(0x000000FF)), (batch<uint32_t, A>(other.data) & batch<uint32_t, A>(0x000000FF)), Cmp); uint64_t mask_low1 = _mm512_cmp_epu32_mask((batch<uint32_t, A>(self.data) & batch<uint32_t, A>(0x0000FF00)), (batch<uint32_t, A>(other.data) & batch<uint32_t, A>(0x0000FF00)), Cmp); uint64_t mask_high0 = _mm512_cmp_epu32_mask((batch<uint32_t, A>(self.data) & batch<uint32_t, A>(0x00FF0000)), (batch<uint32_t, A>(other.data) & batch<uint32_t, A>(0x00FF0000)), Cmp); uint64_t mask_high1 = _mm512_cmp_epu32_mask((batch<uint32_t, A>(self.data) & batch<uint32_t, A>(0xFF000000)), (batch<uint32_t, A>(other.data) & batch<uint32_t, A>(0xFF000000)), Cmp); uint64_t mask = 0; for (unsigned i = 0; i < 16; ++i) { mask |= (mask_low0 & (uint64_t(1) << i)) << (3 * i + 0); mask |= (mask_low1 & (uint64_t(1) << i)) << (3 * i + 1); mask |= (mask_high0 & (uint64_t(1) << i)) << (3 * i + 2); mask |= (mask_high1 & (uint64_t(1) << i)) << (3 * i + 3); } return (register_type)mask; } case 2: { uint16_t mask_low = _mm512_cmp_epu32_mask((batch<uint32_t, A>(self.data) & batch<uint32_t, A>(0x0000FFFF)), (batch<uint32_t, A>(other.data) & batch<uint32_t, A>(0x0000FFFF)), Cmp); uint16_t mask_high = _mm512_cmp_epu32_mask((batch<uint32_t, A>(self.data) & batch<uint32_t, A>(0xFFFF0000)), (batch<uint32_t, A>(other.data) & batch<uint32_t, A>(0xFFFF0000)), Cmp); return static_cast<register_type>(morton(mask_low, mask_high)); } case 4: return (register_type)_mm512_cmp_epu32_mask(self, other, Cmp); case 8: return (register_type)_mm512_cmp_epu64_mask(self, other, Cmp); } } } } // abs template <class A> inline batch<float, A> abs(batch<float, A> const& self, requires_arch<avx512f>) noexcept { __m512 self_asf = (__m512)self; __m512i self_asi = *reinterpret_cast<__m512i*>(&self_asf); __m512i res_asi = _mm512_and_epi32(_mm512_set1_epi32(0x7FFFFFFF), self_asi); return *reinterpret_cast<__m512*>(&res_asi); } template <class A> inline batch<double, A> abs(batch<double, A> const& self, requires_arch<avx512f>) noexcept { __m512d self_asd = (__m512d)self; __m512i self_asi = *reinterpret_cast<__m512i*>(&self_asd); __m512i res_asi = _mm512_and_epi64(_mm512_set1_epi64(0x7FFFFFFFFFFFFFFF), self_asi); return *reinterpret_cast<__m512d*>(&res_asi); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> abs(batch<T, A> const& self, requires_arch<avx512f>) noexcept { if (std::is_unsigned<T>::value) return self; switch (sizeof(T)) { case 1: return detail::fwd_to_avx([](__m256i s) noexcept { return abs(batch<T, avx2>(s)); }, self); case 2: return detail::fwd_to_avx([](__m256i s) noexcept { return abs(batch<T, avx2>(s)); }, self); case 4: return _mm512_abs_epi32(self); case 8: return _mm512_abs_epi64(self); default: assert(false && "unsupported arch/op combination"); return {}; } } // add template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> add(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { switch (sizeof(T)) { case 1: return detail::fwd_to_avx([](__m256i s, __m256i o) noexcept { return add(batch<T, avx2>(s), batch<T, avx2>(o)); }, self, other); case 2: return detail::fwd_to_avx([](__m256i s, __m256i o) noexcept { return add(batch<T, avx2>(s), batch<T, avx2>(o)); }, self, other); case 4: return _mm512_add_epi32(self, other); case 8: return _mm512_add_epi64(self, other); default: assert(false && "unsupported arch/op combination"); return {}; } } template <class A> inline batch<float, A> add(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_add_ps(self, other); } template <class A> inline batch<double, A> add(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_add_pd(self, other); } // all template <class A, class T> inline bool all(batch_bool<T, A> const& self, requires_arch<avx512f>) noexcept { using register_type = typename batch_bool<T, A>::register_type; return self.data == register_type(-1); } // any template <class A, class T> inline bool any(batch_bool<T, A> const& self, requires_arch<avx512f>) noexcept { using register_type = typename batch_bool<T, A>::register_type; return self.data != register_type(0); } // bitwise_and template <class A> inline batch<float, A> bitwise_and(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_castsi512_ps(_mm512_and_si512(_mm512_castps_si512(self), _mm512_castps_si512(other))); } template <class A> inline batch<double, A> bitwise_and(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_castsi512_pd(_mm512_and_si512(_mm512_castpd_si512(self), _mm512_castpd_si512(other))); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> bitwise_and(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_and_si512(self, other); } template <class A, class T> inline batch_bool<T, A> bitwise_and(batch_bool<T, A> const& self, batch_bool<T, A> const& other, requires_arch<avx512f>) noexcept { using register_type = typename batch_bool<T, A>::register_type; return register_type(self.data & other.data); } // bitwise_andnot template <class A> inline batch<float, A> bitwise_andnot(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_castsi512_ps(_mm512_andnot_si512(_mm512_castps_si512(self), _mm512_castps_si512(other))); } template <class A> inline batch<double, A> bitwise_andnot(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_castsi512_pd(_mm512_andnot_si512(_mm512_castpd_si512(self), _mm512_castpd_si512(other))); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> bitwise_andnot(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_andnot_si512(self, other); } template <class A, class T> inline batch_bool<T, A> bitwise_andnot(batch_bool<T, A> const& self, batch_bool<T, A> const& other, requires_arch<avx512f>) noexcept { using register_type = typename batch_bool<T, A>::register_type; return register_type(self.data & ~other.data); } // bitwise_lshift template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> bitwise_lshift(batch<T, A> const& self, int32_t other, requires_arch<avx512f>) noexcept { switch (sizeof(T)) { case 1: { #if defined(XSIMD_AVX512_SHIFT_INTRINSICS_IMM_ONLY) __m512i tmp = _mm512_sllv_epi32(self, _mm512_set1_epi32(other)); #else __m512i tmp = _mm512_slli_epi32(self, other); #endif return _mm512_and_si512(_mm512_set1_epi8(0xFF << other), tmp); } case 2: return detail::fwd_to_avx([](__m256i s, int32_t o) noexcept { return bitwise_lshift(batch<T, avx2>(s), o, avx2 {}); }, self, other); #if defined(XSIMD_AVX512_SHIFT_INTRINSICS_IMM_ONLY) case 4: return _mm512_sllv_epi32(self, _mm512_set1_epi32(other)); case 8: return _mm512_sllv_epi64(self, _mm512_set1_epi64(other)); #else case 4: return _mm512_slli_epi32(self, other); case 8: return _mm512_slli_epi64(self, other); #endif default: assert(false && "unsupported arch/op combination"); return {}; } } // bitwise_not template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> bitwise_not(batch<T, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_xor_si512(self, _mm512_set1_epi32(-1)); } template <class A, class T> inline batch_bool<T, A> bitwise_not(batch_bool<T, A> const& self, requires_arch<avx512f>) noexcept { using register_type = typename batch_bool<T, A>::register_type; return register_type(~self.data); } template <class A> inline batch<float, A> bitwise_not(batch<float, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_xor_ps(self, _mm512_castsi512_ps(_mm512_set1_epi32(-1))); } template <class A> inline batch<double, A> bitwise_not(batch<double, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_xor_pd(self, _mm512_castsi512_pd(_mm512_set1_epi32(-1))); } // bitwise_or template <class A> inline batch<float, A> bitwise_or(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_castsi512_ps(_mm512_or_si512(_mm512_castps_si512(self), _mm512_castps_si512(other))); } template <class A> inline batch<double, A> bitwise_or(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_castsi512_pd(_mm512_or_si512(_mm512_castpd_si512(self), _mm512_castpd_si512(other))); } template <class A, class T> inline batch_bool<T, A> bitwise_or(batch_bool<T, A> const& self, batch_bool<T, A> const& other, requires_arch<avx512f>) noexcept { using register_type = typename batch_bool<T, A>::register_type; return register_type(self.data | other.data); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> bitwise_or(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_or_si512(self, other); } // bitwise_rshift template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> bitwise_rshift(batch<T, A> const& self, int32_t other, requires_arch<avx512f>) noexcept { if (std::is_signed<T>::value) { switch (sizeof(T)) { #if defined(XSIMD_AVX512_SHIFT_INTRINSICS_IMM_ONLY) case 4: return _mm512_srav_epi32(self, _mm512_set1_epi32(other)); case 8: return _mm512_srav_epi64(self, _mm512_set1_epi64(other)); #else case 4: return _mm512_srai_epi32(self, other); case 8: return _mm512_srai_epi64(self, other); #endif default: return detail::fwd_to_avx([](__m256i s, int32_t o) noexcept { return bitwise_rshift(batch<T, avx2>(s), o, avx2 {}); }, self, other); } } else { switch (sizeof(T)) { case 1: { #if defined(XSIMD_AVX512_SHIFT_INTRINSICS_IMM_ONLY) __m512i tmp = _mm512_srlv_epi32(self, _mm512_set1_epi32(other)); #else __m512i tmp = _mm512_srli_epi32(self, other); #endif return _mm512_and_si512(_mm512_set1_epi8(0xFF >> other), tmp); } #if defined(XSIMD_AVX512_SHIFT_INTRINSICS_IMM_ONLY) case 4: return _mm512_srlv_epi32(self, _mm512_set1_epi32(other)); case 8: return _mm512_srlv_epi64(self, _mm512_set1_epi64(other)); #else case 4: return _mm512_srli_epi32(self, other); case 8: return _mm512_srli_epi64(self, other); #endif default: return detail::fwd_to_avx([](__m256i s, int32_t o) noexcept { return bitwise_rshift(batch<T, avx2>(s), o, avx2 {}); }, self, other); } } } // bitwise_xor template <class A> inline batch<float, A> bitwise_xor(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_castsi512_ps(_mm512_xor_si512(_mm512_castps_si512(self), _mm512_castps_si512(other))); } template <class A> inline batch<double, A> bitwise_xor(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_castsi512_pd(_mm512_xor_si512(_mm512_castpd_si512(self), _mm512_castpd_si512(other))); } template <class A, class T> inline batch_bool<T, A> bitwise_xor(batch_bool<T, A> const& self, batch_bool<T, A> const& other, requires_arch<avx512f>) noexcept { using register_type = typename batch_bool<T, A>::register_type; return register_type(self.data | other.data); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> bitwise_xor(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_xor_si512(self, other); } // bitwise_cast template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<float, A> bitwise_cast(batch<T, A> const& self, batch<float, A> const&, requires_arch<avx512f>) noexcept { return _mm512_castsi512_ps(self); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<double, A> bitwise_cast(batch<T, A> const& self, batch<double, A> const&, requires_arch<avx512f>) noexcept { return _mm512_castsi512_pd(self); } template <class A, class T, class Tp, class = typename std::enable_if<std::is_integral<typename std::common_type<T, Tp>::type>::value, void>::type> inline batch<Tp, A> bitwise_cast(batch<T, A> const& self, batch<Tp, A> const&, requires_arch<avx512f>) noexcept { return batch<Tp, A>(self.data); } template <class A> inline batch<double, A> bitwise_cast(batch<float, A> const& self, batch<double, A> const&, requires_arch<avx512f>) noexcept { return _mm512_castps_pd(self); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> bitwise_cast(batch<float, A> const& self, batch<T, A> const&, requires_arch<avx512f>) noexcept { return _mm512_castps_si512(self); } template <class A> inline batch<float, A> bitwise_cast(batch<double, A> const& self, batch<float, A> const&, requires_arch<avx512f>) noexcept { return _mm512_castpd_ps(self); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> bitwise_cast(batch<double, A> const& self, batch<T, A> const&, requires_arch<avx512f>) noexcept { return _mm512_castpd_si512(self); } // bool_cast template <class A> inline batch_bool<int32_t, A> bool_cast(batch_bool<float, A> const& self, requires_arch<avx512f>) noexcept { return self.data; } template <class A> inline batch_bool<float, A> bool_cast(batch_bool<int32_t, A> const& self, requires_arch<avx512f>) noexcept { return self.data; } template <class A> inline batch_bool<int64_t, A> bool_cast(batch_bool<double, A> const& self, requires_arch<avx512f>) noexcept { return self.data; } template <class A> inline batch_bool<double, A> bool_cast(batch_bool<int64_t, A> const& self, requires_arch<avx512f>) noexcept { return self.data; } // broadcast template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> broadcast(T val, requires_arch<avx512f>) noexcept { switch (sizeof(T)) { case 1: return _mm512_set1_epi8(val); case 2: return _mm512_set1_epi16(val); case 4: return _mm512_set1_epi32(val); case 8: return _mm512_set1_epi64(val); default: assert(false && "unsupported"); return {}; } } template <class A> inline batch<float, A> broadcast(float val, requires_arch<avx512f>) noexcept { return _mm512_set1_ps(val); } template <class A> batch<double, A> inline broadcast(double val, requires_arch<avx512f>) noexcept { return _mm512_set1_pd(val); } // ceil template <class A> inline batch<float, A> ceil(batch<float, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_roundscale_ps(self, _MM_FROUND_TO_POS_INF); } template <class A> inline batch<double, A> ceil(batch<double, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_roundscale_pd(self, _MM_FROUND_TO_POS_INF); } // convert namespace detail { template <class A> inline batch<float, A> fast_cast(batch<int32_t, A> const& self, batch<float, A> const&, requires_arch<avx512f>) noexcept { return _mm512_cvtepi32_ps(self); } template <class A> inline batch<int32_t, A> fast_cast(batch<float, A> const& self, batch<int32_t, A> const&, requires_arch<avx512f>) noexcept { return _mm512_cvttps_epi32(self); } template <class A> inline batch<float, A> fast_cast(batch<uint32_t, A> const& self, batch<float, A> const&, requires_arch<avx512f>) noexcept { return _mm512_cvtepu32_ps(self); } template <class A> batch<uint32_t, A> fast_cast(batch<float, A> const& self, batch<uint32_t, A> const&, requires_arch<avx512f>) { return _mm512_cvttps_epu32(self); } } namespace detail { // complex_low template <class A> inline batch<float, A> complex_low(batch<std::complex<float>, A> const& self, requires_arch<avx512f>) noexcept { __m512i idx = _mm512_setr_epi32(0, 16, 1, 17, 2, 18, 3, 19, 4, 20, 5, 21, 6, 22, 7, 23); return _mm512_permutex2var_ps(self.real(), idx, self.imag()); } template <class A> inline batch<double, A> complex_low(batch<std::complex<double>, A> const& self, requires_arch<avx512f>) noexcept { __m512i idx = _mm512_setr_epi64(0, 8, 1, 9, 2, 10, 3, 11); return _mm512_permutex2var_pd(self.real(), idx, self.imag()); } // complex_high template <class A> inline batch<float, A> complex_high(batch<std::complex<float>, A> const& self, requires_arch<avx512f>) noexcept { __m512i idx = _mm512_setr_epi32(8, 24, 9, 25, 10, 26, 11, 27, 12, 28, 13, 29, 14, 30, 15, 31); return _mm512_permutex2var_ps(self.real(), idx, self.imag()); } template <class A> inline batch<double, A> complex_high(batch<std::complex<double>, A> const& self, requires_arch<avx512f>) noexcept { __m512i idx = _mm512_setr_epi64(4, 12, 5, 13, 6, 14, 7, 15); return _mm512_permutex2var_pd(self.real(), idx, self.imag()); } } // div template <class A> inline batch<float, A> div(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_div_ps(self, other); } template <class A> inline batch<double, A> div(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_div_pd(self, other); } // eq template <class A> inline batch_bool<float, A> eq(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_cmp_ps_mask(self, other, _CMP_EQ_OQ); } template <class A> inline batch_bool<double, A> eq(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_cmp_pd_mask(self, other, _CMP_EQ_OQ); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch_bool<T, A> eq(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { return detail::compare_int_avx512f<A, T, _MM_CMPINT_EQ>(self, other); } template <class A, class T> inline batch_bool<T, A> eq(batch_bool<T, A> const& self, batch_bool<T, A> const& other, requires_arch<avx512f>) noexcept { using register_type = typename batch_bool<T, A>::register_type; return register_type(~self.data ^ other.data); } // floor template <class A> inline batch<float, A> floor(batch<float, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_roundscale_ps(self, _MM_FROUND_TO_NEG_INF); } template <class A> inline batch<double, A> floor(batch<double, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_roundscale_pd(self, _MM_FROUND_TO_NEG_INF); } // from bool template <class A, class T> inline batch<T, A> from_bool(batch_bool<T, A> const& self, requires_arch<avx512f>) noexcept { return select(self, batch<T, A>(1), batch<T, A>(0)); } // gather template <class A, class T, typename std::enable_if<std::is_same<uint32_t, T>::value || std::is_same<int32_t, T>::value, void>::type> inline batch<T, A> gather(T const* src, batch<int32_t, A> const& index, kernel::requires_arch<avx512f>) noexcept { return _mm512_i32gather_epi32(index, src, sizeof(T)); } template <class A, class T, typename std::enable_if<std::is_same<uint64_t, T>::value || std::is_same<int64_t, T>::value, void>::type> inline batch<T, A> gather(T const* src, batch<int64_t, A> const& index, kernel::requires_arch<avx512f>) noexcept { return _mm512_i64gather_epi64(index, src, sizeof(T)); } template <class A> inline batch<float, A> gather(float const* src, batch<int, A> const& index, kernel::requires_arch<avx512f>) noexcept { return _mm512_i32gather_ps(index, src, sizeof(float)); } template <class A> inline batch<double, A> gather(double const* src, batch<int64_t, A> const& index, kernel::requires_arch<avx512f>) noexcept { return _mm512_i64gather_pd(index, src, sizeof(double)); } // ge template <class A> inline batch_bool<float, A> ge(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_cmp_ps_mask(self, other, _CMP_GE_OQ); } template <class A> inline batch_bool<double, A> ge(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_cmp_pd_mask(self, other, _CMP_GE_OQ); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch_bool<T, A> ge(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { return detail::compare_int_avx512f<A, T, _MM_CMPINT_GE>(self, other); } // gt template <class A> inline batch_bool<float, A> gt(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_cmp_ps_mask(self, other, _CMP_GT_OQ); } template <class A> inline batch_bool<double, A> gt(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_cmp_pd_mask(self, other, _CMP_GT_OQ); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch_bool<T, A> gt(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { return detail::compare_int_avx512f<A, T, _MM_CMPINT_GT>(self, other); } // hadd template <class A> inline float hadd(batch<float, A> const& rhs, requires_arch<avx512f>) noexcept { __m256 tmp1 = _mm512_extractf32x8_ps(rhs, 1); __m256 tmp2 = _mm512_extractf32x8_ps(rhs, 0); __m256 res1 = _mm256_add_ps(tmp1, tmp2); return hadd(batch<float, avx2>(res1), avx2 {}); } template <class A> inline double hadd(batch<double, A> const& rhs, requires_arch<avx512f>) noexcept { __m256d tmp1 = _mm512_extractf64x4_pd(rhs, 1); __m256d tmp2 = _mm512_extractf64x4_pd(rhs, 0); __m256d res1 = _mm256_add_pd(tmp1, tmp2); return hadd(batch<double, avx2>(res1), avx2 {}); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline T hadd(batch<T, A> const& self, requires_arch<avx512f>) noexcept { __m256i low, high; detail::split_avx512(self, low, high); batch<T, avx2> blow(low), bhigh(high); return hadd(blow, avx2 {}) + hadd(bhigh, avx2 {}); } // haddp template <class A> inline batch<float, A> haddp(batch<float, A> const* row, requires_arch<avx512f>) noexcept { // The following folds over the vector once: // tmp1 = [a0..8, b0..8] // tmp2 = [a8..f, b8..f] #define XSIMD_AVX512_HADDP_STEP1(I, a, b) \ batch<float, avx512f> res##I; \ { \ auto tmp1 = _mm512_shuffle_f32x4(a, b, _MM_SHUFFLE(1, 0, 1, 0)); \ auto tmp2 = _mm512_shuffle_f32x4(a, b, _MM_SHUFFLE(3, 2, 3, 2)); \ res##I = _mm512_add_ps(tmp1, tmp2); \ } XSIMD_AVX512_HADDP_STEP1(0, row[0], row[2]); XSIMD_AVX512_HADDP_STEP1(1, row[4], row[6]); XSIMD_AVX512_HADDP_STEP1(2, row[1], row[3]); XSIMD_AVX512_HADDP_STEP1(3, row[5], row[7]); XSIMD_AVX512_HADDP_STEP1(4, row[8], row[10]); XSIMD_AVX512_HADDP_STEP1(5, row[12], row[14]); XSIMD_AVX512_HADDP_STEP1(6, row[9], row[11]); XSIMD_AVX512_HADDP_STEP1(7, row[13], row[15]); #undef XSIMD_AVX512_HADDP_STEP1 // The following flds the code and shuffles so that hadd_ps produces the correct result // tmp1 = [a0..4, a8..12, b0..4, b8..12] (same for tmp3) // tmp2 = [a5..8, a12..16, b5..8, b12..16] (same for tmp4) // tmp5 = [r1[0], r1[2], r2[0], r2[2], r1[4], r1[6] ... #define XSIMD_AVX512_HADDP_STEP2(I, a, b, c, d) \ batch<float, avx2> halfx##I; \ { \ auto tmp1 = _mm512_shuffle_f32x4(a, b, _MM_SHUFFLE(2, 0, 2, 0)); \ auto tmp2 = _mm512_shuffle_f32x4(a, b, _MM_SHUFFLE(3, 1, 3, 1)); \ \ auto resx1 = _mm512_add_ps(tmp1, tmp2); \ \ auto tmp3 = _mm512_shuffle_f32x4(c, d, _MM_SHUFFLE(2, 0, 2, 0)); \ auto tmp4 = _mm512_shuffle_f32x4(c, d, _MM_SHUFFLE(3, 1, 3, 1)); \ \ auto resx2 = _mm512_add_ps(tmp3, tmp4); \ \ auto tmp5 = _mm512_shuffle_ps(resx1, resx2, _MM_SHUFFLE(2, 0, 2, 0)); \ auto tmp6 = _mm512_shuffle_ps(resx1, resx2, _MM_SHUFFLE(3, 1, 3, 1)); \ \ auto resx3 = _mm512_add_ps(tmp5, tmp6); \ \ halfx##I = _mm256_hadd_ps(_mm512_extractf32x8_ps(resx3, 0), \ _mm512_extractf32x8_ps(resx3, 1)); \ } XSIMD_AVX512_HADDP_STEP2(0, res0, res1, res2, res3); XSIMD_AVX512_HADDP_STEP2(1, res4, res5, res6, res7); #undef XSIMD_AVX512_HADDP_STEP2 auto concat = _mm512_castps256_ps512(halfx0); concat = _mm512_insertf32x8(concat, halfx1, 1); return concat; } template <class A> inline batch<double, A> haddp(batch<double, A> const* row, requires_arch<avx512f>) noexcept { #define step1(I, a, b) \ batch<double, avx512f> res##I; \ { \ auto tmp1 = _mm512_shuffle_f64x2(a, b, _MM_SHUFFLE(1, 0, 1, 0)); \ auto tmp2 = _mm512_shuffle_f64x2(a, b, _MM_SHUFFLE(3, 2, 3, 2)); \ res##I = _mm512_add_pd(tmp1, tmp2); \ } step1(1, row[0], row[2]); step1(2, row[4], row[6]); step1(3, row[1], row[3]); step1(4, row[5], row[7]); #undef step1 auto tmp5 = _mm512_shuffle_f64x2(res1, res2, _MM_SHUFFLE(2, 0, 2, 0)); auto tmp6 = _mm512_shuffle_f64x2(res1, res2, _MM_SHUFFLE(3, 1, 3, 1)); auto resx1 = _mm512_add_pd(tmp5, tmp6); auto tmp7 = _mm512_shuffle_f64x2(res3, res4, _MM_SHUFFLE(2, 0, 2, 0)); auto tmp8 = _mm512_shuffle_f64x2(res3, res4, _MM_SHUFFLE(3, 1, 3, 1)); auto resx2 = _mm512_add_pd(tmp7, tmp8); auto tmpx = _mm512_shuffle_pd(resx1, resx2, 0b00000000); auto tmpy = _mm512_shuffle_pd(resx1, resx2, 0b11111111); return _mm512_add_pd(tmpx, tmpy); } // isnan template <class A> inline batch_bool<float, A> isnan(batch<float, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_cmp_ps_mask(self, self, _CMP_UNORD_Q); } template <class A> inline batch_bool<double, A> isnan(batch<double, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_cmp_pd_mask(self, self, _CMP_UNORD_Q); } // le template <class A> inline batch_bool<float, A> le(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_cmp_ps_mask(self, other, _CMP_LE_OQ); } template <class A> inline batch_bool<double, A> le(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_cmp_pd_mask(self, other, _CMP_LE_OQ); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch_bool<T, A> le(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { return detail::compare_int_avx512f<A, T, _MM_CMPINT_LE>(self, other); } // load_aligned template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> load_aligned(T const* mem, convert<T>, requires_arch<avx512f>) noexcept { return _mm512_load_si512((__m512i const*)mem); } template <class A> inline batch<float, A> load_aligned(float const* mem, convert<float>, requires_arch<avx512f>) noexcept { return _mm512_load_ps(mem); } template <class A> inline batch<double, A> load_aligned(double const* mem, convert<double>, requires_arch<avx512f>) noexcept { return _mm512_load_pd(mem); } // load_complex namespace detail { template <class A> inline batch<std::complex<float>, A> load_complex(batch<float, A> const& hi, batch<float, A> const& lo, requires_arch<avx512f>) noexcept { __m512i real_idx = _mm512_setr_epi32(0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30); __m512i imag_idx = _mm512_setr_epi32(1, 3, 5, 7, 9, 11, 13, 15, 17, 19, 21, 23, 25, 27, 29, 31); auto real = _mm512_permutex2var_ps(hi, real_idx, lo); auto imag = _mm512_permutex2var_ps(hi, imag_idx, lo); return { real, imag }; } template <class A> inline batch<std::complex<double>, A> load_complex(batch<double, A> const& hi, batch<double, A> const& lo, requires_arch<avx512f>) noexcept { __m512i real_idx = _mm512_setr_epi64(0, 2, 4, 6, 8, 10, 12, 14); __m512i imag_idx = _mm512_setr_epi64(1, 3, 5, 7, 9, 11, 13, 15); auto real = _mm512_permutex2var_pd(hi, real_idx, lo); auto imag = _mm512_permutex2var_pd(hi, imag_idx, lo); return { real, imag }; } } // load_unaligned template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> load_unaligned(T const* mem, convert<T>, requires_arch<avx512f>) noexcept { return _mm512_loadu_si512((__m512i const*)mem); } template <class A> inline batch<float, A> load_unaligned(float const* mem, convert<float>, requires_arch<avx512f>) noexcept { return _mm512_loadu_ps(mem); } template <class A> inline batch<double, A> load_unaligned(double const* mem, convert<double>, requires_arch<avx512f>) noexcept { return _mm512_loadu_pd(mem); } // lt template <class A> inline batch_bool<float, A> lt(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_cmp_ps_mask(self, other, _CMP_LT_OQ); } template <class A> inline batch_bool<double, A> lt(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_cmp_pd_mask(self, other, _CMP_LT_OQ); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch_bool<T, A> lt(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { return detail::compare_int_avx512f<A, T, _MM_CMPINT_LT>(self, other); } // max template <class A> inline batch<float, A> max(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_max_ps(self, other); } template <class A> inline batch<double, A> max(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_max_pd(self, other); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> max(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { if (std::is_signed<T>::value) { switch (sizeof(T)) { case 4: return _mm512_max_epi32(self, other); case 8: return _mm512_max_epi64(self, other); default: return detail::fwd_to_avx([](__m256i s, __m256i o) noexcept { return max(batch<T, avx2>(s), batch<T, avx2>(o)); }, self, other); } } else { switch (sizeof(T)) { case 4: return _mm512_max_epu32(self, other); case 8: return _mm512_max_epu64(self, other); default: return detail::fwd_to_avx([](__m256i s, __m256i o) noexcept { return max(batch<T, avx2>(s), batch<T, avx2>(o)); }, self, other); } } } // min template <class A> inline batch<float, A> min(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_min_ps(self, other); } template <class A> inline batch<double, A> min(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_min_pd(self, other); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> min(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { if (std::is_signed<T>::value) { switch (sizeof(T)) { case 4: return _mm512_min_epi32(self, other); case 8: return _mm512_min_epi64(self, other); default: return detail::fwd_to_avx([](__m256i s, __m256i o) noexcept { return min(batch<T, avx2>(s), batch<T, avx2>(o)); }, self, other); } } else { switch (sizeof(T)) { case 4: return _mm512_min_epu32(self, other); case 8: return _mm512_min_epu64(self, other); default: return detail::fwd_to_avx([](__m256i s, __m256i o) noexcept { return min(batch<T, avx2>(s), batch<T, avx2>(o)); }, self, other); } } } // mul template <class A> inline batch<float, A> mul(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_mul_ps(self, other); } template <class A> inline batch<double, A> mul(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_mul_pd(self, other); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> mul(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { switch (sizeof(T)) { case 4: return _mm512_mullo_epi32(self, other); case 8: return _mm512_mullo_epi64(self, other); default: return detail::fwd_to_avx([](__m256i s, __m256i o) noexcept { return mul(batch<T, avx2>(s), batch<T, avx2>(o)); }, self, other); } } // nearbyint template <class A> inline batch<float, A> nearbyint(batch<float, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_roundscale_round_ps(self, _MM_FROUND_TO_NEAREST_INT, _MM_FROUND_CUR_DIRECTION); } template <class A> inline batch<double, A> nearbyint(batch<double, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_roundscale_round_pd(self, _MM_FROUND_TO_NEAREST_INT, _MM_FROUND_CUR_DIRECTION); } // nearbyint_as_int template <class A> inline batch<int32_t, A> nearbyint_as_int(batch<float, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_cvtps_epi32(self); } // neg template <class A, class T> inline batch<T, A> neg(batch<T, A> const& self, requires_arch<avx512f>) noexcept { return 0 - self; } // neq template <class A> inline batch_bool<float, A> neq(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_cmp_ps_mask(self, other, _CMP_NEQ_OQ); } template <class A> inline batch_bool<double, A> neq(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_cmp_pd_mask(self, other, _CMP_NEQ_OQ); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch_bool<T, A> neq(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { return ~(self == other); } template <class A, class T> inline batch_bool<T, A> neq(batch_bool<T, A> const& self, batch_bool<T, A> const& other, requires_arch<avx512f>) noexcept { using register_type = typename batch_bool<T, A>::register_type; return register_type(self.data ^ other.data); } // reciprocal template <class A> inline batch<float, A> reciprocal(batch<float, A> const& self, kernel::requires_arch<avx512f>) noexcept { return _mm512_rcp14_ps(self); } template <class A> inline batch<double, A> reciprocal(batch<double, A> const& self, kernel::requires_arch<avx512f>) noexcept { return _mm512_rcp14_pd(self); } // rsqrt template <class A> inline batch<float, A> rsqrt(batch<float, A> const& val, requires_arch<avx512f>) noexcept { return _mm512_rsqrt23_ps(val); } template <class A> inline batch<double, A> rsqrt(batch<double, A> const& val, requires_arch<avx512f>) noexcept { return _mm512_rsqrt28_pd(val); } // sadd template <class A> inline batch<float, A> sadd(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return add(self, other); // no saturated arithmetic on floating point numbers } template <class A> inline batch<double, A> sadd(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return add(self, other); // no saturated arithmetic on floating point numbers } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> sadd(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { if (std::is_signed<T>::value) { auto mask = other < 0; auto self_pos_branch = min(std::numeric_limits<T>::max() - other, self); auto self_neg_branch = max(std::numeric_limits<T>::min() - other, self); return other + select(mask, self_neg_branch, self_pos_branch); } else { const auto diffmax = std::numeric_limits<T>::max() - self; const auto mindiff = min(diffmax, other); return self + mindiff; } } // scatter template <class A, class T, typename std::enable_if<std::is_same<uint32_t, T>::value || std::is_same<int32_t, T>::value, void>::type> inline void scatter(batch<T, A> const& src, T* dst, batch<int32_t, A> const& index, kernel::requires_arch<avx512f>) noexcept { _mm512_i32scatter_epi32(dst, index, src, sizeof(T)); } template <class T, class A, typename std::enable_if<std::is_same<uint64_t, T>::value || std::is_same<int64_t, T>::value, void>::type> inline void scatter(batch<T, A> const& src, T* dst, batch<int64_t, A> const& index, kernel::requires_arch<avx512f>) noexcept { _mm512_i64scatter_epi64(dst, index, src, sizeof(T)); } template <class A> inline void scatter(batch<float, A> const& src, float* dst, batch<int32_t, A> const& index, kernel::requires_arch<avx512f>) noexcept { _mm512_i32scatter_ps(dst, index, src, sizeof(float)); } template <class A> inline void scatter(batch<double, A> const& src, double* dst, batch<int64_t, A> const& index, kernel::requires_arch<avx512f>) noexcept { _mm512_i64scatter_pd(dst, index, src, sizeof(double)); } // select template <class A> inline batch<float, A> select(batch_bool<float, A> const& cond, batch<float, A> const& true_br, batch<float, A> const& false_br, requires_arch<avx512f>) noexcept { return _mm512_mask_blend_ps(cond, false_br, true_br); } template <class A> inline batch<double, A> select(batch_bool<double, A> const& cond, batch<double, A> const& true_br, batch<double, A> const& false_br, requires_arch<avx512f>) noexcept { return _mm512_mask_blend_pd(cond, false_br, true_br); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> select(batch_bool<T, A> const& cond, batch<T, A> const& true_br, batch<T, A> const& false_br, requires_arch<avx512f>) noexcept { switch (sizeof(T)) { case 1: { alignas(avx2::alignment()) uint8_t buffer[64]; // FIXME: ultra inefficient for (int i = 0; i < 64; ++i) buffer[i] = cond.data & (1ull << i) ? 0xFF : 0; __m256i cond_low = batch<uint8_t, avx2>::load_aligned(&buffer[0]); __m256i cond_hi = batch<uint8_t, avx2>::load_aligned(&buffer[32]); __m256i true_low, true_hi; detail::split_avx512(true_br, true_low, true_hi); __m256i false_low, false_hi; detail::split_avx512(false_br, false_low, false_hi); __m256i res_low = select(batch_bool<T, avx2>(cond_low), batch<T, avx2>(true_low), batch<T, avx2>(false_low), avx2 {}); __m256i res_hi = select(batch_bool<T, avx2>(cond_hi), batch<T, avx2>(true_hi), batch<T, avx2>(false_hi), avx2 {}); return detail::merge_avx(res_low, res_hi); } case 2: { __m256i cond_low = _mm512_maskz_cvtepi32_epi16((uint64_t)cond.data & 0xFFFF, _mm512_set1_epi32(~0)); __m256i cond_hi = _mm512_maskz_cvtepi32_epi16((uint64_t)cond.data >> 16, _mm512_set1_epi32(~0)); __m256i true_low, true_hi; detail::split_avx512(true_br, true_low, true_hi); __m256i false_low, false_hi; detail::split_avx512(false_br, false_low, false_hi); __m256i res_low = select(batch_bool<T, avx2>(cond_low), batch<T, avx2>(true_low), batch<T, avx2>(false_low), avx2 {}); __m256i res_hi = select(batch_bool<T, avx2>(cond_hi), batch<T, avx2>(true_hi), batch<T, avx2>(false_hi), avx2 {}); return detail::merge_avx(res_low, res_hi); } case 4: return _mm512_mask_blend_epi32(cond, false_br, true_br); case 8: return _mm512_mask_blend_epi64(cond, false_br, true_br); default: assert(false && "unsupported arch/type combination"); return {}; }; } template <class A, class T, bool... Values, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> select(batch_bool_constant<batch<T, A>, Values...> const&, batch<T, A> const& true_br, batch<T, A> const& false_br, requires_arch<avx512f>) noexcept { return select(batch_bool<T, A> { Values... }, true_br, false_br, avx512f {}); } namespace detail { template <class T> using enable_signed_integer_t = typename std::enable_if<std::is_integral<T>::value && std::is_signed<T>::value, int>::type; template <class T> using enable_unsigned_integer_t = typename std::enable_if<std::is_integral<T>::value && std::is_unsigned<T>::value, int>::type; } // set template <class A> inline batch<float, A> set(batch<float, A> const&, requires_arch<avx512f>, float v0, float v1, float v2, float v3, float v4, float v5, float v6, float v7, float v8, float v9, float v10, float v11, float v12, float v13, float v14, float v15) noexcept { return _mm512_setr_ps(v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15); } template <class A> inline batch<double, A> set(batch<double, A> const&, requires_arch<avx512f>, double v0, double v1, double v2, double v3, double v4, double v5, double v6, double v7) noexcept { return _mm512_setr_pd(v0, v1, v2, v3, v4, v5, v6, v7); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> set(batch<T, A> const&, requires_arch<avx512f>, T v0, T v1, T v2, T v3, T v4, T v5, T v6, T v7) noexcept { return _mm512_set_epi64(v7, v6, v5, v4, v3, v2, v1, v0); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> set(batch<T, A> const&, requires_arch<avx512f>, T v0, T v1, T v2, T v3, T v4, T v5, T v6, T v7, T v8, T v9, T v10, T v11, T v12, T v13, T v14, T v15) noexcept { return _mm512_setr_epi32(v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15); } template <class A, class T, detail::enable_signed_integer_t<T> = 0> inline batch<T, A> set(batch<T, A> const&, requires_arch<avx512f>, T v0, T v1, T v2, T v3, T v4, T v5, T v6, T v7, T v8, T v9, T v10, T v11, T v12, T v13, T v14, T v15, T v16, T v17, T v18, T v19, T v20, T v21, T v22, T v23, T v24, T v25, T v26, T v27, T v28, T v29, T v30, T v31) noexcept { #if defined(__clang__) || __GNUC__ return __extension__(__m512i)(__v32hi) { v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31 }; #else return _mm512_set_epi16(v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31); #endif } template <class A, class T, detail::enable_unsigned_integer_t<T> = 0> inline batch<T, A> set(batch<T, A> const&, requires_arch<avx512f>, T v0, T v1, T v2, T v3, T v4, T v5, T v6, T v7, T v8, T v9, T v10, T v11, T v12, T v13, T v14, T v15, T v16, T v17, T v18, T v19, T v20, T v21, T v22, T v23, T v24, T v25, T v26, T v27, T v28, T v29, T v30, T v31) noexcept { #if defined(__clang__) || __GNUC__ return __extension__(__m512i)(__v32hu) { v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31 }; #else return _mm512_set_epi16(v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31); #endif } template <class A, class T, detail::enable_signed_integer_t<T> = 0> inline batch<T, A> set(batch<T, A> const&, requires_arch<avx512f>, T v0, T v1, T v2, T v3, T v4, T v5, T v6, T v7, T v8, T v9, T v10, T v11, T v12, T v13, T v14, T v15, T v16, T v17, T v18, T v19, T v20, T v21, T v22, T v23, T v24, T v25, T v26, T v27, T v28, T v29, T v30, T v31, T v32, T v33, T v34, T v35, T v36, T v37, T v38, T v39, T v40, T v41, T v42, T v43, T v44, T v45, T v46, T v47, T v48, T v49, T v50, T v51, T v52, T v53, T v54, T v55, T v56, T v57, T v58, T v59, T v60, T v61, T v62, T v63) noexcept { #if defined(__clang__) || __GNUC__ return __extension__(__m512i)(__v64qi) { v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59, v60, v61, v62, v63 }; #else return _mm512_set_epi8(v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59, v60, v61, v62, v63); #endif } template <class A, class T, detail::enable_unsigned_integer_t<T> = 0> inline batch<T, A> set(batch<T, A> const&, requires_arch<avx512f>, T v0, T v1, T v2, T v3, T v4, T v5, T v6, T v7, T v8, T v9, T v10, T v11, T v12, T v13, T v14, T v15, T v16, T v17, T v18, T v19, T v20, T v21, T v22, T v23, T v24, T v25, T v26, T v27, T v28, T v29, T v30, T v31, T v32, T v33, T v34, T v35, T v36, T v37, T v38, T v39, T v40, T v41, T v42, T v43, T v44, T v45, T v46, T v47, T v48, T v49, T v50, T v51, T v52, T v53, T v54, T v55, T v56, T v57, T v58, T v59, T v60, T v61, T v62, T v63) noexcept { #if defined(__clang__) || __GNUC__ return __extension__(__m512i)(__v64qu) { v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59, v60, v61, v62, v63 }; #else return _mm512_set_epi8(v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15, v16, v17, v18, v19, v20, v21, v22, v23, v24, v25, v26, v27, v28, v29, v30, v31, v32, v33, v34, v35, v36, v37, v38, v39, v40, v41, v42, v43, v44, v45, v46, v47, v48, v49, v50, v51, v52, v53, v54, v55, v56, v57, v58, v59, v60, v61, v62, v63); #endif } template <class A, class T, class... Values> inline batch_bool<T, A> set(batch_bool<T, A> const&, requires_arch<avx512f>, Values... values) noexcept { static_assert(sizeof...(Values) == batch_bool<T, A>::size, "consistent init"); using register_type = typename batch_bool<T, A>::register_type; register_type r = 0; unsigned shift = 0; (void)std::initializer_list<register_type> { (r |= register_type(values ? 1 : 0) << (shift++))... }; return r; } // sqrt template <class A> inline batch<float, A> sqrt(batch<float, A> const& val, requires_arch<avx512f>) noexcept { return _mm512_sqrt_ps(val); } template <class A> inline batch<double, A> sqrt(batch<double, A> const& val, requires_arch<avx512f>) noexcept { return _mm512_sqrt_pd(val); } // ssub template <class A> inline batch<float, A> ssub(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_sub_ps(self, other); // no saturated arithmetic on floating point numbers } template <class A> inline batch<double, A> ssub(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_sub_pd(self, other); // no saturated arithmetic on floating point numbers } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> ssub(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { if (std::is_signed<T>::value) { return sadd(self, -other); } else { const auto diff = min(self, other); return self - diff; } } // store template <class T, class A> inline void store(batch_bool<T, A> const& self, bool* mem, requires_arch<avx512f>) noexcept { using register_type = typename batch_bool<T, A>::register_type; constexpr auto size = batch_bool<T, A>::size; for (std::size_t i = 0; i < size; ++i) mem[i] = self.data & (register_type(1) << i); } // store_aligned template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline void store_aligned(T* mem, batch<T, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_store_si512((__m512i*)mem, self); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline void store_aligned(T* mem, batch_bool<T, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_store_si512((__m512i*)mem, self); } template <class A> inline void store_aligned(float* mem, batch<float, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_store_ps(mem, self); } template <class A> inline void store_aligned(double* mem, batch<double, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_store_pd(mem, self); } // store_unaligned template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline void store_unaligned(T* mem, batch<T, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_storeu_si512((__m512i*)mem, self); } template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline void store_unaligned(T* mem, batch_bool<T, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_storeu_si512((__m512i*)mem, self); } template <class A> inline void store_unaligned(float* mem, batch<float, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_storeu_ps(mem, self); } template <class A> inline void store_unaligned(double* mem, batch<double, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_storeu_pd(mem, self); } // sub template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> sub(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { switch (sizeof(T)) { case 1: return detail::fwd_to_avx([](__m256i s, __m256i o) noexcept { return sub(batch<T, avx2>(s), batch<T, avx2>(o)); }, self, other); case 2: return detail::fwd_to_avx([](__m256i s, __m256i o) noexcept { return sub(batch<T, avx2>(s), batch<T, avx2>(o)); }, self, other); case 4: return _mm512_sub_epi32(self, other); case 8: return _mm512_sub_epi64(self, other); default: assert(false && "unsupported arch/op combination"); return {}; } } template <class A> inline batch<float, A> sub(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_sub_ps(self, other); } template <class A> inline batch<double, A> sub(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_sub_pd(self, other); } // swizzle template <class A, uint32_t... Vs> inline batch<float, A> swizzle(batch<float, A> const& self, batch_constant<batch<uint32_t, A>, Vs...> mask, requires_arch<avx512f>) noexcept { return _mm512_permutexvar_ps((batch<uint32_t, A>)mask, self); } template <class A, uint64_t... Vs> inline batch<double, A> swizzle(batch<double, A> const& self, batch_constant<batch<uint64_t, A>, Vs...> mask, requires_arch<avx512f>) noexcept { return _mm512_permutexvar_pd((batch<uint64_t, A>)mask, self); } template <class A, uint64_t... Vs> inline batch<uint64_t, A> swizzle(batch<uint64_t, A> const& self, batch_constant<batch<uint64_t, A>, Vs...> mask, requires_arch<avx512f>) noexcept { return _mm512_permutexvar_epi64((batch<uint64_t, A>)mask, self); } template <class A, uint64_t... Vs> inline batch<int64_t, A> swizzle(batch<int64_t, A> const& self, batch_constant<batch<uint64_t, A>, Vs...> mask, requires_arch<avx512f>) noexcept { return bitwise_cast<batch<int64_t, A>>(swizzle(bitwise_cast<batch<uint64_t, A>>(self), mask, avx512f {})); } template <class A, uint32_t... Vs> inline batch<uint32_t, A> swizzle(batch<uint32_t, A> const& self, batch_constant<batch<uint32_t, A>, Vs...> mask, requires_arch<avx512f>) noexcept { return _mm512_permutexvar_epi32((batch<uint32_t, A>)mask, self); } template <class A, uint32_t... Vs> inline batch<int32_t, A> swizzle(batch<int32_t, A> const& self, batch_constant<batch<uint32_t, A>, Vs...> mask, requires_arch<avx512f>) noexcept { return bitwise_cast<batch<int32_t, A>>(swizzle(bitwise_cast<batch<uint32_t, A>>(self), mask, avx512f {})); } // trunc template <class A> inline batch<float, A> trunc(batch<float, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_roundscale_round_ps(self, _MM_FROUND_TO_ZERO, _MM_FROUND_CUR_DIRECTION); } template <class A> inline batch<double, A> trunc(batch<double, A> const& self, requires_arch<avx512f>) noexcept { return _mm512_roundscale_round_pd(self, _MM_FROUND_TO_ZERO, _MM_FROUND_CUR_DIRECTION); } // zip_hi template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> zip_hi(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { switch (sizeof(T)) { case 1: return _mm512_unpackhi_epi8(self, other); case 2: return _mm512_unpackhi_epi16(self, other); case 4: return _mm512_unpackhi_epi32(self, other); case 8: return _mm512_unpackhi_epi64(self, other); default: assert(false && "unsupported arch/op combination"); return {}; } } template <class A> inline batch<float, A> zip_hi(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_unpackhi_ps(self, other); } template <class A> inline batch<double, A> zip_hi(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_unpackhi_pd(self, other); } // zip_lo template <class A, class T, class = typename std::enable_if<std::is_integral<T>::value, void>::type> inline batch<T, A> zip_lo(batch<T, A> const& self, batch<T, A> const& other, requires_arch<avx512f>) noexcept { switch (sizeof(T)) { case 1: return _mm512_unpacklo_epi8(self, other); case 2: return _mm512_unpacklo_epi16(self, other); case 4: return _mm512_unpacklo_epi32(self, other); case 8: return _mm512_unpacklo_epi64(self, other); default: assert(false && "unsupported arch/op combination"); return {}; } } template <class A> inline batch<float, A> zip_lo(batch<float, A> const& self, batch<float, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_unpacklo_ps(self, other); } template <class A> inline batch<double, A> zip_lo(batch<double, A> const& self, batch<double, A> const& other, requires_arch<avx512f>) noexcept { return _mm512_unpacklo_pd(self, other); } } } #endif
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