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arm_neon-inl.h
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arm_neon-inl.h
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// Copyright 2019 Google LLC
// Copyright 2024 Arm Limited and/or its affiliates <[email protected]>
// SPDX-License-Identifier: Apache-2.0
// SPDX-License-Identifier: BSD-3-Clause
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
// 128-bit Arm NEON vectors and operations.
// External include guard in highway.h - see comment there.
// Arm NEON intrinsics are documented at:
// https://developer.arm.com/architectures/instruction-sets/intrinsics/#f:@navigationhierarchiessimdisa=[Neon]
#include "hwy/base.h"
#include "hwy/ops/shared-inl.h"
HWY_DIAGNOSTICS(push)
HWY_DIAGNOSTICS_OFF(disable : 4701, ignored "-Wuninitialized")
#include <arm_neon.h> // NOLINT(build/include_order)
HWY_DIAGNOSTICS(pop)
HWY_BEFORE_NAMESPACE();
namespace hwy {
namespace HWY_NAMESPACE {
namespace detail { // for code folding and Raw128
// Macros used to define single and double function calls for multiple types
// for full and half vectors. These macros are undefined at the end of the file.
// HWY_NEON_BUILD_TPL_* is the template<...> prefix to the function.
#define HWY_NEON_BUILD_TPL_1
#define HWY_NEON_BUILD_TPL_2
#define HWY_NEON_BUILD_TPL_3
// HWY_NEON_BUILD_RET_* is return type; type arg is without _t suffix so we can
// extend it to int32x4x2_t packs.
#define HWY_NEON_BUILD_RET_1(type, size) Vec128<type##_t, size>
#define HWY_NEON_BUILD_RET_2(type, size) Vec128<type##_t, size>
#define HWY_NEON_BUILD_RET_3(type, size) Vec128<type##_t, size>
// HWY_NEON_BUILD_PARAM_* is the list of parameters the function receives.
#define HWY_NEON_BUILD_PARAM_1(type, size) const Vec128<type##_t, size> a
#define HWY_NEON_BUILD_PARAM_2(type, size) \
const Vec128<type##_t, size> a, const Vec128<type##_t, size> b
#define HWY_NEON_BUILD_PARAM_3(type, size) \
const Vec128<type##_t, size> a, const Vec128<type##_t, size> b, \
const Vec128<type##_t, size> c
// HWY_NEON_BUILD_ARG_* is the list of arguments passed to the underlying
// function.
#define HWY_NEON_BUILD_ARG_1 a.raw
#define HWY_NEON_BUILD_ARG_2 a.raw, b.raw
#define HWY_NEON_BUILD_ARG_3 a.raw, b.raw, c.raw
// We use HWY_NEON_EVAL(func, ...) to delay the evaluation of func until after
// the __VA_ARGS__ have been expanded. This allows "func" to be a macro on
// itself like with some of the library "functions" such as vshlq_u8. For
// example, HWY_NEON_EVAL(vshlq_u8, MY_PARAMS) where MY_PARAMS is defined as
// "a, b" (without the quotes) will end up expanding "vshlq_u8(a, b)" if needed.
// Directly writing vshlq_u8(MY_PARAMS) would fail since vshlq_u8() macro
// expects two arguments.
#define HWY_NEON_EVAL(func, ...) func(__VA_ARGS__)
// Main macro definition that defines a single function for the given type and
// size of vector, using the underlying (prefix##infix##suffix) function and
// the template, return type, parameters and arguments defined by the "args"
// parameters passed here (see HWY_NEON_BUILD_* macros defined before).
#define HWY_NEON_DEF_FUNCTION(type, size, name, prefix, infix, suffix, args) \
HWY_CONCAT(HWY_NEON_BUILD_TPL_, args) \
HWY_API HWY_CONCAT(HWY_NEON_BUILD_RET_, args)(type, size) \
name(HWY_CONCAT(HWY_NEON_BUILD_PARAM_, args)(type, size)) { \
return HWY_CONCAT(HWY_NEON_BUILD_RET_, args)(type, size)( \
HWY_NEON_EVAL(prefix##infix##suffix, HWY_NEON_BUILD_ARG_##args)); \
}
// The HWY_NEON_DEF_FUNCTION_* macros define all the variants of a function
// called "name" using the set of neon functions starting with the given
// "prefix" for all the variants of certain types, as specified next to each
// macro. For example, the prefix "vsub" can be used to define the operator-
// using args=2.
// uint8_t
#define HWY_NEON_DEF_FUNCTION_UINT_8(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(uint8, 16, name, prefix##q, infix, u8, args) \
HWY_NEON_DEF_FUNCTION(uint8, 8, name, prefix, infix, u8, args) \
HWY_NEON_DEF_FUNCTION(uint8, 4, name, prefix, infix, u8, args) \
HWY_NEON_DEF_FUNCTION(uint8, 2, name, prefix, infix, u8, args) \
HWY_NEON_DEF_FUNCTION(uint8, 1, name, prefix, infix, u8, args)
// int8_t
#define HWY_NEON_DEF_FUNCTION_INT_8(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(int8, 16, name, prefix##q, infix, s8, args) \
HWY_NEON_DEF_FUNCTION(int8, 8, name, prefix, infix, s8, args) \
HWY_NEON_DEF_FUNCTION(int8, 4, name, prefix, infix, s8, args) \
HWY_NEON_DEF_FUNCTION(int8, 2, name, prefix, infix, s8, args) \
HWY_NEON_DEF_FUNCTION(int8, 1, name, prefix, infix, s8, args)
// uint16_t
#define HWY_NEON_DEF_FUNCTION_UINT_16(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(uint16, 8, name, prefix##q, infix, u16, args) \
HWY_NEON_DEF_FUNCTION(uint16, 4, name, prefix, infix, u16, args) \
HWY_NEON_DEF_FUNCTION(uint16, 2, name, prefix, infix, u16, args) \
HWY_NEON_DEF_FUNCTION(uint16, 1, name, prefix, infix, u16, args)
// int16_t
#define HWY_NEON_DEF_FUNCTION_INT_16(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(int16, 8, name, prefix##q, infix, s16, args) \
HWY_NEON_DEF_FUNCTION(int16, 4, name, prefix, infix, s16, args) \
HWY_NEON_DEF_FUNCTION(int16, 2, name, prefix, infix, s16, args) \
HWY_NEON_DEF_FUNCTION(int16, 1, name, prefix, infix, s16, args)
// uint32_t
#define HWY_NEON_DEF_FUNCTION_UINT_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(uint32, 4, name, prefix##q, infix, u32, args) \
HWY_NEON_DEF_FUNCTION(uint32, 2, name, prefix, infix, u32, args) \
HWY_NEON_DEF_FUNCTION(uint32, 1, name, prefix, infix, u32, args)
// int32_t
#define HWY_NEON_DEF_FUNCTION_INT_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(int32, 4, name, prefix##q, infix, s32, args) \
HWY_NEON_DEF_FUNCTION(int32, 2, name, prefix, infix, s32, args) \
HWY_NEON_DEF_FUNCTION(int32, 1, name, prefix, infix, s32, args)
// uint64_t
#define HWY_NEON_DEF_FUNCTION_UINT_64(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(uint64, 2, name, prefix##q, infix, u64, args) \
HWY_NEON_DEF_FUNCTION(uint64, 1, name, prefix, infix, u64, args)
// int64_t
#define HWY_NEON_DEF_FUNCTION_INT_64(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(int64, 2, name, prefix##q, infix, s64, args) \
HWY_NEON_DEF_FUNCTION(int64, 1, name, prefix, infix, s64, args)
// Clang 17 crashes with bf16, see github.com/llvm/llvm-project/issues/64179.
#undef HWY_NEON_HAVE_BFLOAT16
#if HWY_HAVE_SCALAR_BF16_TYPE && \
((HWY_TARGET == HWY_NEON_BF16 && \
(!HWY_COMPILER_CLANG || HWY_COMPILER_CLANG >= 1800)) || \
defined(__ARM_FEATURE_BF16_VECTOR_ARITHMETIC))
#define HWY_NEON_HAVE_BFLOAT16 1
#else
#define HWY_NEON_HAVE_BFLOAT16 0
#endif
// HWY_NEON_HAVE_F32_TO_BF16C is defined if NEON vcvt_bf16_f32 and
// vbfdot_f32 are available, even if the __bf16 type is disabled due to
// GCC/Clang bugs.
#undef HWY_NEON_HAVE_F32_TO_BF16C
#if HWY_NEON_HAVE_BFLOAT16 || HWY_TARGET == HWY_NEON_BF16 || \
(defined(__ARM_FEATURE_BF16_VECTOR_ARITHMETIC) && \
(HWY_COMPILER_GCC_ACTUAL >= 1000 || HWY_COMPILER_CLANG >= 1100))
#define HWY_NEON_HAVE_F32_TO_BF16C 1
#else
#define HWY_NEON_HAVE_F32_TO_BF16C 0
#endif
// bfloat16_t
#if HWY_NEON_HAVE_BFLOAT16
#define HWY_NEON_DEF_FUNCTION_BFLOAT_16(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(bfloat16, 8, name, prefix##q, infix, bf16, args) \
HWY_NEON_DEF_FUNCTION(bfloat16, 4, name, prefix, infix, bf16, args) \
HWY_NEON_DEF_FUNCTION(bfloat16, 2, name, prefix, infix, bf16, args) \
HWY_NEON_DEF_FUNCTION(bfloat16, 1, name, prefix, infix, bf16, args)
#else
#define HWY_NEON_DEF_FUNCTION_BFLOAT_16(name, prefix, infix, args)
#endif
// Used for conversion instructions if HWY_NEON_HAVE_F16C.
#define HWY_NEON_DEF_FUNCTION_FLOAT_16_UNCONDITIONAL(name, prefix, infix, \
args) \
HWY_NEON_DEF_FUNCTION(float16, 8, name, prefix##q, infix, f16, args) \
HWY_NEON_DEF_FUNCTION(float16, 4, name, prefix, infix, f16, args) \
HWY_NEON_DEF_FUNCTION(float16, 2, name, prefix, infix, f16, args) \
HWY_NEON_DEF_FUNCTION(float16, 1, name, prefix, infix, f16, args)
// float16_t
#if HWY_HAVE_FLOAT16
#define HWY_NEON_DEF_FUNCTION_FLOAT_16(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_FLOAT_16_UNCONDITIONAL(name, prefix, infix, args)
#else
#define HWY_NEON_DEF_FUNCTION_FLOAT_16(name, prefix, infix, args)
#endif
// Enable generic functions for whichever of (f16, bf16) are not supported.
#if !HWY_HAVE_FLOAT16 && !HWY_NEON_HAVE_BFLOAT16
#define HWY_NEON_IF_EMULATED_D(D) HWY_IF_SPECIAL_FLOAT_D(D)
#define HWY_GENERIC_IF_EMULATED_D(D) HWY_IF_SPECIAL_FLOAT_D(D)
#define HWY_NEON_IF_NOT_EMULATED_D(D) HWY_IF_NOT_SPECIAL_FLOAT_D(D)
#elif !HWY_HAVE_FLOAT16 && HWY_NEON_HAVE_BFLOAT16
#define HWY_NEON_IF_EMULATED_D(D) HWY_IF_F16_D(D)
#define HWY_GENERIC_IF_EMULATED_D(D) HWY_IF_F16_D(D)
#define HWY_NEON_IF_NOT_EMULATED_D(D) HWY_IF_NOT_F16_D(D)
#elif HWY_HAVE_FLOAT16 && !HWY_NEON_HAVE_BFLOAT16
#define HWY_NEON_IF_EMULATED_D(D) HWY_IF_BF16_D(D)
#define HWY_GENERIC_IF_EMULATED_D(D) HWY_IF_BF16_D(D)
#define HWY_NEON_IF_NOT_EMULATED_D(D) HWY_IF_NOT_BF16_D(D)
#elif HWY_HAVE_FLOAT16 && HWY_NEON_HAVE_BFLOAT16
// NOTE: hwy::EnableIf<!hwy::IsSame<D, D>()>* = nullptr is used instead of
// hwy::EnableIf<false>* = nullptr to avoid compiler errors since
// !hwy::IsSame<D, D>() is always false and as !hwy::IsSame<D, D>() will cause
// SFINAE to occur instead of a hard error due to a dependency on the D template
// argument
#define HWY_NEON_IF_EMULATED_D(D) hwy::EnableIf<!hwy::IsSame<D, D>()>* = nullptr
#define HWY_GENERIC_IF_EMULATED_D(D) \
hwy::EnableIf<!hwy::IsSame<D, D>()>* = nullptr
#define HWY_NEON_IF_NOT_EMULATED_D(D) hwy::EnableIf<true>* = nullptr
#else
#error "Logic error, handled all four cases"
#endif
// float
#define HWY_NEON_DEF_FUNCTION_FLOAT_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(float32, 4, name, prefix##q, infix, f32, args) \
HWY_NEON_DEF_FUNCTION(float32, 2, name, prefix, infix, f32, args) \
HWY_NEON_DEF_FUNCTION(float32, 1, name, prefix, infix, f32, args)
// double
#if HWY_HAVE_FLOAT64
#define HWY_NEON_DEF_FUNCTION_FLOAT_64(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(float64, 2, name, prefix##q, infix, f64, args) \
HWY_NEON_DEF_FUNCTION(float64, 1, name, prefix, infix, f64, args)
#else
#define HWY_NEON_DEF_FUNCTION_FLOAT_64(name, prefix, infix, args)
#endif
// Helper macros to define for more than one type.
// uint8_t, uint16_t and uint32_t
#define HWY_NEON_DEF_FUNCTION_UINT_8_16_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_UINT_8(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_UINT_16(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_UINT_32(name, prefix, infix, args)
// int8_t, int16_t and int32_t
#define HWY_NEON_DEF_FUNCTION_INT_8_16_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_INT_8(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_INT_16(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_INT_32(name, prefix, infix, args)
// uint8_t, uint16_t, uint32_t and uint64_t
#define HWY_NEON_DEF_FUNCTION_UINTS(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_UINT_8_16_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_UINT_64(name, prefix, infix, args)
// int8_t, int16_t, int32_t and int64_t
#define HWY_NEON_DEF_FUNCTION_INTS(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_INT_8_16_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_INT_64(name, prefix, infix, args)
// All int*_t and uint*_t up to 64
#define HWY_NEON_DEF_FUNCTION_INTS_UINTS(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_INTS(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_UINTS(name, prefix, infix, args)
#define HWY_NEON_DEF_FUNCTION_FLOAT_16_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_FLOAT_16(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_FLOAT_32(name, prefix, infix, args)
#define HWY_NEON_DEF_FUNCTION_ALL_FLOATS(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_FLOAT_16_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_FLOAT_64(name, prefix, infix, args)
// All previous types.
#define HWY_NEON_DEF_FUNCTION_ALL_TYPES(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_INTS_UINTS(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_ALL_FLOATS(name, prefix, infix, args)
#define HWY_NEON_DEF_FUNCTION_UI_8_16_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_UINT_8_16_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_INT_8_16_32(name, prefix, infix, args)
#define HWY_NEON_DEF_FUNCTION_UIF_8_16_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_UI_8_16_32(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_FLOAT_16_32(name, prefix, infix, args)
#define HWY_NEON_DEF_FUNCTION_UIF_64(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_UINT_64(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_INT_64(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_FLOAT_64(name, prefix, infix, args)
// For vzip1/2
#define HWY_NEON_DEF_FUNCTION_FULL_UI_64(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(uint64, 2, name, prefix##q, infix, u64, args) \
HWY_NEON_DEF_FUNCTION(int64, 2, name, prefix##q, infix, s64, args)
#define HWY_NEON_DEF_FUNCTION_FULL_UIF_64(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION_FULL_UI_64(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(float64, 2, name, prefix##q, infix, f64, args)
// For eor3q, which is only defined for full vectors.
#define HWY_NEON_DEF_FUNCTION_FULL_UI(name, prefix, infix, args) \
HWY_NEON_DEF_FUNCTION(uint8, 16, name, prefix##q, infix, u8, args) \
HWY_NEON_DEF_FUNCTION(uint16, 8, name, prefix##q, infix, u16, args) \
HWY_NEON_DEF_FUNCTION(uint32, 4, name, prefix##q, infix, u32, args) \
HWY_NEON_DEF_FUNCTION(int8, 16, name, prefix##q, infix, s8, args) \
HWY_NEON_DEF_FUNCTION(int16, 8, name, prefix##q, infix, s16, args) \
HWY_NEON_DEF_FUNCTION(int32, 4, name, prefix##q, infix, s32, args) \
HWY_NEON_DEF_FUNCTION_FULL_UI_64(name, prefix, infix, args)
// Emulation of some intrinsics on armv7.
#if HWY_ARCH_ARM_V7
#define vuzp1_s8(x, y) vuzp_s8(x, y).val[0]
#define vuzp1_u8(x, y) vuzp_u8(x, y).val[0]
#define vuzp1_s16(x, y) vuzp_s16(x, y).val[0]
#define vuzp1_u16(x, y) vuzp_u16(x, y).val[0]
#define vuzp1_s32(x, y) vuzp_s32(x, y).val[0]
#define vuzp1_u32(x, y) vuzp_u32(x, y).val[0]
#define vuzp1_f32(x, y) vuzp_f32(x, y).val[0]
#define vuzp1q_s8(x, y) vuzpq_s8(x, y).val[0]
#define vuzp1q_u8(x, y) vuzpq_u8(x, y).val[0]
#define vuzp1q_s16(x, y) vuzpq_s16(x, y).val[0]
#define vuzp1q_u16(x, y) vuzpq_u16(x, y).val[0]
#define vuzp1q_s32(x, y) vuzpq_s32(x, y).val[0]
#define vuzp1q_u32(x, y) vuzpq_u32(x, y).val[0]
#define vuzp1q_f32(x, y) vuzpq_f32(x, y).val[0]
#define vuzp2_s8(x, y) vuzp_s8(x, y).val[1]
#define vuzp2_u8(x, y) vuzp_u8(x, y).val[1]
#define vuzp2_s16(x, y) vuzp_s16(x, y).val[1]
#define vuzp2_u16(x, y) vuzp_u16(x, y).val[1]
#define vuzp2_s32(x, y) vuzp_s32(x, y).val[1]
#define vuzp2_u32(x, y) vuzp_u32(x, y).val[1]
#define vuzp2_f32(x, y) vuzp_f32(x, y).val[1]
#define vuzp2q_s8(x, y) vuzpq_s8(x, y).val[1]
#define vuzp2q_u8(x, y) vuzpq_u8(x, y).val[1]
#define vuzp2q_s16(x, y) vuzpq_s16(x, y).val[1]
#define vuzp2q_u16(x, y) vuzpq_u16(x, y).val[1]
#define vuzp2q_s32(x, y) vuzpq_s32(x, y).val[1]
#define vuzp2q_u32(x, y) vuzpq_u32(x, y).val[1]
#define vuzp2q_f32(x, y) vuzpq_f32(x, y).val[1]
#define vzip1_s8(x, y) vzip_s8(x, y).val[0]
#define vzip1_u8(x, y) vzip_u8(x, y).val[0]
#define vzip1_s16(x, y) vzip_s16(x, y).val[0]
#define vzip1_u16(x, y) vzip_u16(x, y).val[0]
#define vzip1_f32(x, y) vzip_f32(x, y).val[0]
#define vzip1_u32(x, y) vzip_u32(x, y).val[0]
#define vzip1_s32(x, y) vzip_s32(x, y).val[0]
#define vzip1q_s8(x, y) vzipq_s8(x, y).val[0]
#define vzip1q_u8(x, y) vzipq_u8(x, y).val[0]
#define vzip1q_s16(x, y) vzipq_s16(x, y).val[0]
#define vzip1q_u16(x, y) vzipq_u16(x, y).val[0]
#define vzip1q_s32(x, y) vzipq_s32(x, y).val[0]
#define vzip1q_u32(x, y) vzipq_u32(x, y).val[0]
#define vzip1q_f32(x, y) vzipq_f32(x, y).val[0]
#define vzip2_s8(x, y) vzip_s8(x, y).val[1]
#define vzip2_u8(x, y) vzip_u8(x, y).val[1]
#define vzip2_s16(x, y) vzip_s16(x, y).val[1]
#define vzip2_u16(x, y) vzip_u16(x, y).val[1]
#define vzip2_s32(x, y) vzip_s32(x, y).val[1]
#define vzip2_u32(x, y) vzip_u32(x, y).val[1]
#define vzip2_f32(x, y) vzip_f32(x, y).val[1]
#define vzip2q_s8(x, y) vzipq_s8(x, y).val[1]
#define vzip2q_u8(x, y) vzipq_u8(x, y).val[1]
#define vzip2q_s16(x, y) vzipq_s16(x, y).val[1]
#define vzip2q_u16(x, y) vzipq_u16(x, y).val[1]
#define vzip2q_s32(x, y) vzipq_s32(x, y).val[1]
#define vzip2q_u32(x, y) vzipq_u32(x, y).val[1]
#define vzip2q_f32(x, y) vzipq_f32(x, y).val[1]
#endif
// Wrappers over uint8x16x2_t etc. so we can define StoreInterleaved2
// overloads for all vector types, even those (bfloat16_t) where the
// underlying vector is the same as others (uint16_t).
template <typename T, size_t N>
struct Tuple2;
template <typename T, size_t N>
struct Tuple3;
template <typename T, size_t N>
struct Tuple4;
template <>
struct Tuple2<uint8_t, 16> {
uint8x16x2_t raw;
};
template <size_t N>
struct Tuple2<uint8_t, N> {
uint8x8x2_t raw;
};
template <>
struct Tuple2<int8_t, 16> {
int8x16x2_t raw;
};
template <size_t N>
struct Tuple2<int8_t, N> {
int8x8x2_t raw;
};
template <>
struct Tuple2<uint16_t, 8> {
uint16x8x2_t raw;
};
template <size_t N>
struct Tuple2<uint16_t, N> {
uint16x4x2_t raw;
};
template <>
struct Tuple2<int16_t, 8> {
int16x8x2_t raw;
};
template <size_t N>
struct Tuple2<int16_t, N> {
int16x4x2_t raw;
};
template <>
struct Tuple2<uint32_t, 4> {
uint32x4x2_t raw;
};
template <size_t N>
struct Tuple2<uint32_t, N> {
uint32x2x2_t raw;
};
template <>
struct Tuple2<int32_t, 4> {
int32x4x2_t raw;
};
template <size_t N>
struct Tuple2<int32_t, N> {
int32x2x2_t raw;
};
template <>
struct Tuple2<uint64_t, 2> {
uint64x2x2_t raw;
};
template <size_t N>
struct Tuple2<uint64_t, N> {
uint64x1x2_t raw;
};
template <>
struct Tuple2<int64_t, 2> {
int64x2x2_t raw;
};
template <size_t N>
struct Tuple2<int64_t, N> {
int64x1x2_t raw;
};
template <>
struct Tuple2<float32_t, 4> {
float32x4x2_t raw;
};
template <size_t N>
struct Tuple2<float32_t, N> {
float32x2x2_t raw;
};
#if HWY_HAVE_FLOAT64
template <>
struct Tuple2<float64_t, 2> {
float64x2x2_t raw;
};
template <size_t N>
struct Tuple2<float64_t, N> {
float64x1x2_t raw;
};
#endif // HWY_HAVE_FLOAT64
template <>
struct Tuple3<uint8_t, 16> {
uint8x16x3_t raw;
};
template <size_t N>
struct Tuple3<uint8_t, N> {
uint8x8x3_t raw;
};
template <>
struct Tuple3<int8_t, 16> {
int8x16x3_t raw;
};
template <size_t N>
struct Tuple3<int8_t, N> {
int8x8x3_t raw;
};
template <>
struct Tuple3<uint16_t, 8> {
uint16x8x3_t raw;
};
template <size_t N>
struct Tuple3<uint16_t, N> {
uint16x4x3_t raw;
};
template <>
struct Tuple3<int16_t, 8> {
int16x8x3_t raw;
};
template <size_t N>
struct Tuple3<int16_t, N> {
int16x4x3_t raw;
};
template <>
struct Tuple3<uint32_t, 4> {
uint32x4x3_t raw;
};
template <size_t N>
struct Tuple3<uint32_t, N> {
uint32x2x3_t raw;
};
template <>
struct Tuple3<int32_t, 4> {
int32x4x3_t raw;
};
template <size_t N>
struct Tuple3<int32_t, N> {
int32x2x3_t raw;
};
template <>
struct Tuple3<uint64_t, 2> {
uint64x2x3_t raw;
};
template <size_t N>
struct Tuple3<uint64_t, N> {
uint64x1x3_t raw;
};
template <>
struct Tuple3<int64_t, 2> {
int64x2x3_t raw;
};
template <size_t N>
struct Tuple3<int64_t, N> {
int64x1x3_t raw;
};
template <>
struct Tuple3<float32_t, 4> {
float32x4x3_t raw;
};
template <size_t N>
struct Tuple3<float32_t, N> {
float32x2x3_t raw;
};
#if HWY_HAVE_FLOAT64
template <>
struct Tuple3<float64_t, 2> {
float64x2x3_t raw;
};
template <size_t N>
struct Tuple3<float64_t, N> {
float64x1x3_t raw;
};
#endif // HWY_HAVE_FLOAT64
template <>
struct Tuple4<uint8_t, 16> {
uint8x16x4_t raw;
};
template <size_t N>
struct Tuple4<uint8_t, N> {
uint8x8x4_t raw;
};
template <>
struct Tuple4<int8_t, 16> {
int8x16x4_t raw;
};
template <size_t N>
struct Tuple4<int8_t, N> {
int8x8x4_t raw;
};
template <>
struct Tuple4<uint16_t, 8> {
uint16x8x4_t raw;
};
template <size_t N>
struct Tuple4<uint16_t, N> {
uint16x4x4_t raw;
};
template <>
struct Tuple4<int16_t, 8> {
int16x8x4_t raw;
};
template <size_t N>
struct Tuple4<int16_t, N> {
int16x4x4_t raw;
};
template <>
struct Tuple4<uint32_t, 4> {
uint32x4x4_t raw;
};
template <size_t N>
struct Tuple4<uint32_t, N> {
uint32x2x4_t raw;
};
template <>
struct Tuple4<int32_t, 4> {
int32x4x4_t raw;
};
template <size_t N>
struct Tuple4<int32_t, N> {
int32x2x4_t raw;
};
template <>
struct Tuple4<uint64_t, 2> {
uint64x2x4_t raw;
};
template <size_t N>
struct Tuple4<uint64_t, N> {
uint64x1x4_t raw;
};
template <>
struct Tuple4<int64_t, 2> {
int64x2x4_t raw;
};
template <size_t N>
struct Tuple4<int64_t, N> {
int64x1x4_t raw;
};
template <>
struct Tuple4<float32_t, 4> {
float32x4x4_t raw;
};
template <size_t N>
struct Tuple4<float32_t, N> {
float32x2x4_t raw;
};
#if HWY_HAVE_FLOAT64
template <>
struct Tuple4<float64_t, 2> {
float64x2x4_t raw;
};
template <size_t N>
struct Tuple4<float64_t, N> {
float64x1x4_t raw;
};
#endif // HWY_HAVE_FLOAT64
template <typename T, size_t N>
struct Raw128;
template <>
struct Raw128<uint8_t, 16> {
using type = uint8x16_t;
};
template <size_t N>
struct Raw128<uint8_t, N> {
using type = uint8x8_t;
};
template <>
struct Raw128<uint16_t, 8> {
using type = uint16x8_t;
};
template <size_t N>
struct Raw128<uint16_t, N> {
using type = uint16x4_t;
};
template <>
struct Raw128<uint32_t, 4> {
using type = uint32x4_t;
};
template <size_t N>
struct Raw128<uint32_t, N> {
using type = uint32x2_t;
};
template <>
struct Raw128<uint64_t, 2> {
using type = uint64x2_t;
};
template <>
struct Raw128<uint64_t, 1> {
using type = uint64x1_t;
};
template <>
struct Raw128<int8_t, 16> {
using type = int8x16_t;
};
template <size_t N>
struct Raw128<int8_t, N> {
using type = int8x8_t;
};
template <>
struct Raw128<int16_t, 8> {
using type = int16x8_t;
};
template <size_t N>
struct Raw128<int16_t, N> {
using type = int16x4_t;
};
template <>
struct Raw128<int32_t, 4> {
using type = int32x4_t;
};
template <size_t N>
struct Raw128<int32_t, N> {
using type = int32x2_t;
};
template <>
struct Raw128<int64_t, 2> {
using type = int64x2_t;
};
template <>
struct Raw128<int64_t, 1> {
using type = int64x1_t;
};
template <>
struct Raw128<float, 4> {
using type = float32x4_t;
};
template <size_t N>
struct Raw128<float, N> {
using type = float32x2_t;
};
#if HWY_HAVE_FLOAT64
template <>
struct Raw128<double, 2> {
using type = float64x2_t;
};
template <>
struct Raw128<double, 1> {
using type = float64x1_t;
};
#endif // HWY_HAVE_FLOAT64
#if HWY_NEON_HAVE_F16C
template <>
struct Tuple2<float16_t, 8> {
float16x8x2_t raw;
};
template <size_t N>
struct Tuple2<float16_t, N> {
float16x4x2_t raw;
};
template <>
struct Tuple3<float16_t, 8> {
float16x8x3_t raw;
};
template <size_t N>
struct Tuple3<float16_t, N> {
float16x4x3_t raw;
};
template <>
struct Tuple4<float16_t, 8> {
float16x8x4_t raw;
};
template <size_t N>
struct Tuple4<float16_t, N> {
float16x4x4_t raw;
};
template <>
struct Raw128<float16_t, 8> {
using type = float16x8_t;
};
template <size_t N>
struct Raw128<float16_t, N> {
using type = float16x4_t;
};
#else // !HWY_NEON_HAVE_F16C
template <size_t N>
struct Tuple2<float16_t, N> : public Tuple2<uint16_t, N> {};
template <size_t N>
struct Tuple3<float16_t, N> : public Tuple3<uint16_t, N> {};
template <size_t N>
struct Tuple4<float16_t, N> : public Tuple4<uint16_t, N> {};
template <size_t N>
struct Raw128<float16_t, N> : public Raw128<uint16_t, N> {};
#endif // HWY_NEON_HAVE_F16C
#if HWY_NEON_HAVE_BFLOAT16
template <>
struct Tuple2<bfloat16_t, 8> {
bfloat16x8x2_t raw;
};
template <size_t N>
struct Tuple2<bfloat16_t, N> {
bfloat16x4x2_t raw;
};
template <>
struct Tuple3<bfloat16_t, 8> {
bfloat16x8x3_t raw;
};
template <size_t N>
struct Tuple3<bfloat16_t, N> {
bfloat16x4x3_t raw;
};
template <>
struct Tuple4<bfloat16_t, 8> {
bfloat16x8x4_t raw;
};
template <size_t N>
struct Tuple4<bfloat16_t, N> {
bfloat16x4x4_t raw;
};
template <>
struct Raw128<bfloat16_t, 8> {
using type = bfloat16x8_t;
};
template <size_t N>
struct Raw128<bfloat16_t, N> {
using type = bfloat16x4_t;
};
#else // !HWY_NEON_HAVE_BFLOAT16
template <size_t N>
struct Tuple2<bfloat16_t, N> : public Tuple2<uint16_t, N> {};
template <size_t N>
struct Tuple3<bfloat16_t, N> : public Tuple3<uint16_t, N> {};
template <size_t N>
struct Tuple4<bfloat16_t, N> : public Tuple4<uint16_t, N> {};
template <size_t N>
struct Raw128<bfloat16_t, N> : public Raw128<uint16_t, N> {};
#endif // HWY_NEON_HAVE_BFLOAT16
} // namespace detail
template <typename T, size_t N = 16 / sizeof(T)>
class Vec128 {
public:
using Raw = typename detail::Raw128<T, N>::type;
using PrivateT = T; // only for DFromV
static constexpr size_t kPrivateN = N; // only for DFromV
HWY_INLINE Vec128() {}
Vec128(const Vec128&) = default;
Vec128& operator=(const Vec128&) = default;
HWY_INLINE explicit Vec128(const Raw raw) : raw(raw) {}
// Compound assignment. Only usable if there is a corresponding non-member
// binary operator overload. For example, only f32 and f64 support division.
HWY_INLINE Vec128& operator*=(const Vec128 other) {
return *this = (*this * other);
}
HWY_INLINE Vec128& operator/=(const Vec128 other) {
return *this = (*this / other);
}
HWY_INLINE Vec128& operator+=(const Vec128 other) {
return *this = (*this + other);
}
HWY_INLINE Vec128& operator-=(const Vec128 other) {
return *this = (*this - other);
}
HWY_INLINE Vec128& operator%=(const Vec128 other) {
return *this = (*this % other);
}
HWY_INLINE Vec128& operator&=(const Vec128 other) {
return *this = (*this & other);
}
HWY_INLINE Vec128& operator|=(const Vec128 other) {
return *this = (*this | other);
}
HWY_INLINE Vec128& operator^=(const Vec128 other) {
return *this = (*this ^ other);
}
Raw raw;
};
template <typename T>
using Vec64 = Vec128<T, 8 / sizeof(T)>;
template <typename T>
using Vec32 = Vec128<T, 4 / sizeof(T)>;
template <typename T>
using Vec16 = Vec128<T, 2 / sizeof(T)>;
// FF..FF or 0.
template <typename T, size_t N = 16 / sizeof(T)>
class Mask128 {
public:
// Arm C Language Extensions return and expect unsigned type.
using Raw = typename detail::Raw128<MakeUnsigned<T>, N>::type;
using PrivateT = T; // only for DFromM
static constexpr size_t kPrivateN = N; // only for DFromM
HWY_INLINE Mask128() {}
Mask128(const Mask128&) = default;
Mask128& operator=(const Mask128&) = default;
HWY_INLINE explicit Mask128(const Raw raw) : raw(raw) {}
Raw raw;
};
template <typename T>
using Mask64 = Mask128<T, 8 / sizeof(T)>;
template <class V>
using DFromV = Simd<typename V::PrivateT, V::kPrivateN, 0>;
template <class M>
using DFromM = Simd<typename M::PrivateT, M::kPrivateN, 0>;
template <class V>
using TFromV = typename V::PrivateT;
// ------------------------------ Set
namespace detail {
// We want to route any combination of N/kPow2 to the intrinsics depending on
// whether the requested size is <= 64 bits or 128. HWY_NEON_BUILD_TPL is
// unconditional and currently does not accept inputs (such as whether the
// vector is 64 or 128-bit). Thus we are not able to use HWY_IF_V_SIZE_D for
// SFINAE. We instead define a private NativeSet which receives a Simd<> whose
// kPow2 has already been folded into its N.
#define HWY_NEON_BUILD_TPL_HWY_SET
#define HWY_NEON_BUILD_RET_HWY_SET(type, size) Vec128<type##_t, size>
#define HWY_NEON_BUILD_PARAM_HWY_SET(type, size) \
Simd<type##_t, size, 0> /* tag */, type##_t t
#define HWY_NEON_BUILD_ARG_HWY_SET t
HWY_NEON_DEF_FUNCTION_ALL_TYPES(NativeSet, vdup, _n_, HWY_SET)
#if !HWY_HAVE_FLOAT16 && HWY_NEON_HAVE_F16C
HWY_NEON_DEF_FUNCTION_FLOAT_16_UNCONDITIONAL(NativeSet, vdup, _n_, HWY_SET)
#endif
HWY_NEON_DEF_FUNCTION_BFLOAT_16(NativeSet, vdup, _n_, HWY_SET)
template <class D, HWY_NEON_IF_EMULATED_D(D)>
HWY_API Vec128<TFromD<D>, MaxLanes(D())> NativeSet(D d, TFromD<D> t) {
const uint16_t tu = BitCastScalar<uint16_t>(t);
return Vec128<TFromD<D>, d.MaxLanes()>(Set(RebindToUnsigned<D>(), tu).raw);
}
#undef HWY_NEON_BUILD_TPL_HWY_SET
#undef HWY_NEON_BUILD_RET_HWY_SET
#undef HWY_NEON_BUILD_PARAM_HWY_SET
#undef HWY_NEON_BUILD_ARG_HWY_SET
} // namespace detail
// Full vector. Cannot yet use VFromD because that is defined in terms of Set.
// Do not use a typename T = TFromD<D> argument because T will be deduced from
// the actual argument type, which can differ from TFromD<D>.
template <class D, HWY_IF_V_SIZE_D(D, 16), typename T>
HWY_INLINE Vec128<TFromD<D>> Set(D /* tag */, T t) {
return detail::NativeSet(Full128<TFromD<D>>(), static_cast<TFromD<D>>(t));
}
// Partial vector: create 64-bit and return wrapper.
template <class D, HWY_IF_V_SIZE_LE_D(D, 8), typename T>
HWY_API Vec128<TFromD<D>, MaxLanes(D())> Set(D /* tag */, T t) {
const Full64<TFromD<D>> dfull;
return Vec128<TFromD<D>, MaxLanes(D())>(
detail::NativeSet(dfull, static_cast<TFromD<D>>(t)).raw);
}
template <class D>
using VFromD = decltype(Set(D(), TFromD<D>()));
template <class D>
HWY_API VFromD<D> Zero(D d) {
// Default ctor also works for bfloat16_t and float16_t.
return Set(d, TFromD<D>{});
}
HWY_DIAGNOSTICS(push)
HWY_DIAGNOSTICS_OFF(disable : 4700, ignored "-Wuninitialized")
#if HWY_COMPILER_GCC_ACTUAL
HWY_DIAGNOSTICS_OFF(disable : 4701, ignored "-Wmaybe-uninitialized")
#endif
template <class D>
HWY_API VFromD<D> Undefined(D /*tag*/) {
#if HWY_HAS_BUILTIN(__builtin_nondeterministic_value)
return VFromD<D>{__builtin_nondeterministic_value(Zero(D()).raw)};
#else
VFromD<D> v;
return v;
#endif
}
HWY_DIAGNOSTICS(pop)
#if !HWY_COMPILER_GCC && !HWY_COMPILER_CLANGCL
namespace detail {
#pragma pack(push, 1)
template <class T>
struct alignas(8) Vec64ValsWrapper {
static_assert(sizeof(T) >= 1, "sizeof(T) >= 1 must be true");
static_assert(sizeof(T) <= 8, "sizeof(T) <= 8 must be true");
T vals[8 / sizeof(T)];
};
#pragma pack(pop)