dependencies-opencv/include/opencv2/core/hal/intrin.hpp

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//                For Open Source Computer Vision Library
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#ifndef OPENCV_HAL_INTRIN_HPP
#define OPENCV_HAL_INTRIN_HPP

#include <cmath>
#include <float.h>
#include <stdlib.h>
#include "opencv2/core/cvdef.h"

#if defined(__GNUC__) && __GNUC__ == 12
#pragma GCC diagnostic push
#pragma GCC diagnostic ignored "-Wuninitialized"
#pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
#endif

#define OPENCV_HAL_ADD(a, b) ((a) + (b))
#define OPENCV_HAL_AND(a, b) ((a) & (b))
#define OPENCV_HAL_NOP(a) (a)
#define OPENCV_HAL_1ST(a, b) (a)

namespace {
inline unsigned int trailingZeros32(unsigned int value) {
#if defined(_MSC_VER)
#if (_MSC_VER < 1700) || defined(_M_ARM) || defined(_M_ARM64)
    unsigned long index = 0;
    _BitScanForward(&index, value);
    return (unsigned int)index;
#elif defined(__clang__)
    // clang-cl doesn't export _tzcnt_u32 for non BMI systems
    return value ? __builtin_ctz(value) : 32;
#else
    return _tzcnt_u32(value);
#endif
#elif defined(__GNUC__) || defined(__GNUG__)
    return __builtin_ctz(value);
#elif defined(__ICC) || defined(__INTEL_COMPILER)
    return _bit_scan_forward(value);
#elif defined(__clang__)
    return llvm.cttz.i32(value, true);
#else
    static const int MultiplyDeBruijnBitPosition[32] = {
        0, 1, 28, 2, 29, 14, 24, 3, 30, 22, 20, 15, 25, 17, 4, 8,
        31, 27, 13, 23, 21, 19, 16, 7, 26, 12, 18, 6, 11, 5, 10, 9 };
    return MultiplyDeBruijnBitPosition[((uint32_t)((value & -value) * 0x077CB531U)) >> 27];
#endif
}
}

// unlike HAL API, which is in cv::hal,
// we put intrinsics into cv namespace to make its
// access from within opencv code more accessible
namespace cv {

namespace hal {

enum StoreMode
{
    STORE_UNALIGNED = 0,
    STORE_ALIGNED = 1,
    STORE_ALIGNED_NOCACHE = 2
};

}

// TODO FIXIT: Don't use "God" traits. Split on separate cases.
template<typename _Tp> struct V_TypeTraits
{
};

#define CV_INTRIN_DEF_TYPE_TRAITS(type, int_type_, uint_type_, abs_type_, w_type_, q_type_, sum_type_) \
    template<> struct V_TypeTraits<type> \
    { \
        typedef type value_type; \
        typedef int_type_ int_type; \
        typedef abs_type_ abs_type; \
        typedef uint_type_ uint_type; \
        typedef w_type_ w_type; \
        typedef q_type_ q_type; \
        typedef sum_type_ sum_type; \
    \
        static inline int_type reinterpret_int(type x) \
        { \
            union { type l; int_type i; } v; \
            v.l = x; \
            return v.i; \
        } \
    \
        static inline type reinterpret_from_int(int_type x) \
        { \
            union { type l; int_type i; } v; \
            v.i = x; \
            return v.l; \
        } \
    }

#define CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(type, int_type_, uint_type_, abs_type_, w_type_, sum_type_) \
    template<> struct V_TypeTraits<type> \
    { \
        typedef type value_type; \
        typedef int_type_ int_type; \
        typedef abs_type_ abs_type; \
        typedef uint_type_ uint_type; \
        typedef w_type_ w_type; \
        typedef sum_type_ sum_type; \
    \
        static inline int_type reinterpret_int(type x) \
        { \
            union { type l; int_type i; } v; \
            v.l = x; \
            return v.i; \
        } \
    \
        static inline type reinterpret_from_int(int_type x) \
        { \
            union { type l; int_type i; } v; \
            v.i = x; \
            return v.l; \
        } \
    }

CV_INTRIN_DEF_TYPE_TRAITS(uchar, schar, uchar, uchar, ushort, unsigned, unsigned);
CV_INTRIN_DEF_TYPE_TRAITS(schar, schar, uchar, uchar, short, int, int);
CV_INTRIN_DEF_TYPE_TRAITS(ushort, short, ushort, ushort, unsigned, uint64, unsigned);
CV_INTRIN_DEF_TYPE_TRAITS(short, short, ushort, ushort, int, int64, int);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(unsigned, int, unsigned, unsigned, uint64, unsigned);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(int, int, unsigned, unsigned, int64, int);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(float, int, unsigned, float, double, float);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(uint64, int64, uint64, uint64, void, uint64);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(int64, int64, uint64, uint64, void, int64);
CV_INTRIN_DEF_TYPE_TRAITS_NO_Q_TYPE(double, int64, uint64, double, void, double);

#ifndef CV_DOXYGEN

#ifndef CV_CPU_OPTIMIZATION_HAL_NAMESPACE
#ifdef CV_FORCE_SIMD128_CPP
    #define CV_CPU_OPTIMIZATION_HAL_NAMESPACE hal_EMULATOR_CPP
    #define CV_CPU_OPTIMIZATION_HAL_NAMESPACE_BEGIN namespace hal_EMULATOR_CPP {
    #define CV_CPU_OPTIMIZATION_HAL_NAMESPACE_END }
#elif defined(CV_CPU_DISPATCH_MODE)
    #define CV_CPU_OPTIMIZATION_HAL_NAMESPACE __CV_CAT(hal_, CV_CPU_DISPATCH_MODE)
    #define CV_CPU_OPTIMIZATION_HAL_NAMESPACE_BEGIN namespace __CV_CAT(hal_, CV_CPU_DISPATCH_MODE) {
    #define CV_CPU_OPTIMIZATION_HAL_NAMESPACE_END }
#else
    #define CV_CPU_OPTIMIZATION_HAL_NAMESPACE hal_baseline
    #define CV_CPU_OPTIMIZATION_HAL_NAMESPACE_BEGIN namespace hal_baseline {
    #define CV_CPU_OPTIMIZATION_HAL_NAMESPACE_END }
#endif
#endif // CV_CPU_OPTIMIZATION_HAL_NAMESPACE

CV_CPU_OPTIMIZATION_HAL_NAMESPACE_BEGIN
CV_CPU_OPTIMIZATION_HAL_NAMESPACE_END
using namespace CV_CPU_OPTIMIZATION_HAL_NAMESPACE;
#endif
}

#ifdef CV_DOXYGEN
#   undef CV_AVX2
#   undef CV_SSE2
#   undef CV_NEON
#   undef CV_VSX
#   undef CV_FP16
#   undef CV_MSA
#   undef CV_RVV
#endif

#if (CV_SSE2 || CV_NEON || CV_VSX || CV_MSA || CV_WASM_SIMD || CV_RVV071 || CV_LSX) && !defined(CV_FORCE_SIMD128_CPP)
#define CV__SIMD_FORWARD 128
#include "opencv2/core/hal/intrin_forward.hpp"
#endif

#if CV_SSE2 && !defined(CV_FORCE_SIMD128_CPP)

#include "opencv2/core/hal/intrin_sse_em.hpp"
#include "opencv2/core/hal/intrin_sse.hpp"

#elif CV_NEON && !defined(CV_FORCE_SIMD128_CPP)

#include "opencv2/core/hal/intrin_neon.hpp"

#elif CV_RVV071 && !defined(CV_FORCE_SIMD128_CPP)
#define CV_SIMD128_CPP 0
#include "opencv2/core/hal/intrin_rvv071.hpp"

#elif CV_VSX && !defined(CV_FORCE_SIMD128_CPP)

#include "opencv2/core/hal/intrin_vsx.hpp"

#elif CV_MSA && !defined(CV_FORCE_SIMD128_CPP)

#include "opencv2/core/hal/intrin_msa.hpp"

#elif CV_WASM_SIMD && !defined(CV_FORCE_SIMD128_CPP)
#include "opencv2/core/hal/intrin_wasm.hpp"

#elif CV_RVV && !defined(CV_FORCE_SIMD128_CPP)
#if defined(CV_RVV_SCALABLE)
#include "opencv2/core/hal/intrin_rvv_scalable.hpp"
#else
#include "opencv2/core/hal/intrin_rvv.hpp"
#endif

#elif CV_LSX && !defined(CV_FORCE_SIMD128_CPP)

#include "opencv2/core/hal/intrin_lsx.hpp"

#else

#include "opencv2/core/hal/intrin_cpp.hpp"

#endif

// AVX2 can be used together with SSE2, so
// we define those two sets of intrinsics at once.
// Most of the intrinsics do not conflict (the proper overloaded variant is
// resolved by the argument types, e.g. v_float32x4 ~ SSE2, v_float32x8 ~ AVX2),
// but some of AVX2 intrinsics get v256_ prefix instead of v_, e.g. v256_load() vs v_load().
// Correspondingly, the wide intrinsics (which are mapped to the "widest"
// available instruction set) will get vx_ prefix
// (and will be mapped to v256_ counterparts) (e.g. vx_load() => v256_load())
#if CV_AVX2

#define CV__SIMD_FORWARD 256
#include "opencv2/core/hal/intrin_forward.hpp"
#include "opencv2/core/hal/intrin_avx.hpp"

#endif

// AVX512 can be used together with SSE2 and AVX2, so
// we define those sets of intrinsics at once.
// For some of AVX512 intrinsics get v512_ prefix instead of v_, e.g. v512_load() vs v_load().
// Wide intrinsics will be mapped to v512_ counterparts in this case(e.g. vx_load() => v512_load())
#if CV_AVX512_SKX

#define CV__SIMD_FORWARD 512
#include "opencv2/core/hal/intrin_forward.hpp"
#include "opencv2/core/hal/intrin_avx512.hpp"

#endif

#if CV_LASX

#define CV__SIMD_FORWARD 256
#include "opencv2/core/hal/intrin_forward.hpp"
#include "opencv2/core/hal/intrin_lasx.hpp"

#endif

//! @cond IGNORED

namespace cv {

#ifndef CV_DOXYGEN
CV_CPU_OPTIMIZATION_HAL_NAMESPACE_BEGIN
#endif

#ifndef CV_SIMD128
#define CV_SIMD128 0
#endif

#ifndef CV_SIMD128_CPP
#define CV_SIMD128_CPP 0
#endif

#ifndef CV_SIMD128_64F
#define CV_SIMD128_64F 0
#endif

#ifndef CV_SIMD256
#define CV_SIMD256 0
#endif

#ifndef CV_SIMD256_64F
#define CV_SIMD256_64F 0
#endif

#ifndef CV_SIMD512
#define CV_SIMD512 0
#endif

#ifndef CV_SIMD512_64F
#define CV_SIMD512_64F 0
#endif

#ifndef CV_SIMD128_FP16
#define CV_SIMD128_FP16 0
#endif

#ifndef CV_SIMD256_FP16
#define CV_SIMD256_FP16 0
#endif

#ifndef CV_SIMD512_FP16
#define CV_SIMD512_FP16 0
#endif

#ifndef CV_SIMD_SCALABLE
#define CV_SIMD_SCALABLE 0
#endif

#ifndef CV_SIMD_SCALABLE_64F
#define CV_SIMD_SCALABLE_64F 0
#endif

//==================================================================================================

template<typename _Tp> struct V_RegTraits
{
};

#define CV_DEF_REG_TRAITS(prefix, _reg, lane_type, suffix, _u_reg, _w_reg, _q_reg, _int_reg, _round_reg) \
    template<> struct V_RegTraits<_reg> \
    { \
        typedef _reg reg; \
        typedef _u_reg u_reg; \
        typedef _w_reg w_reg; \
        typedef _q_reg q_reg; \
        typedef _int_reg int_reg; \
        typedef _round_reg round_reg; \
    }

#if CV_SIMD128 || CV_SIMD128_CPP
    CV_DEF_REG_TRAITS(v, v_uint8x16, uchar, u8, v_uint8x16, v_uint16x8, v_uint32x4, v_int8x16, void);
    CV_DEF_REG_TRAITS(v, v_int8x16, schar, s8, v_uint8x16, v_int16x8, v_int32x4, v_int8x16, void);
    CV_DEF_REG_TRAITS(v, v_uint16x8, ushort, u16, v_uint16x8, v_uint32x4, v_uint64x2, v_int16x8, void);
    CV_DEF_REG_TRAITS(v, v_int16x8, short, s16, v_uint16x8, v_int32x4, v_int64x2, v_int16x8, void);
    CV_DEF_REG_TRAITS(v, v_uint32x4, unsigned, u32, v_uint32x4, v_uint64x2, void, v_int32x4, void);
    CV_DEF_REG_TRAITS(v, v_int32x4, int, s32, v_uint32x4, v_int64x2, void, v_int32x4, void);
#if CV_SIMD128_64F || CV_SIMD128_CPP
    CV_DEF_REG_TRAITS(v, v_float32x4, float, f32, v_float32x4, v_float64x2, void, v_int32x4, v_int32x4);
#else
    CV_DEF_REG_TRAITS(v, v_float32x4, float, f32, v_float32x4, void, void, v_int32x4, v_int32x4);
#endif
    CV_DEF_REG_TRAITS(v, v_uint64x2, uint64, u64, v_uint64x2, void, void, v_int64x2, void);
    CV_DEF_REG_TRAITS(v, v_int64x2, int64, s64, v_uint64x2, void, void, v_int64x2, void);
#if CV_SIMD128_64F
    CV_DEF_REG_TRAITS(v, v_float64x2, double, f64, v_float64x2, void, void, v_int64x2, v_int32x4);
#endif
#endif

#if CV_SIMD256
    CV_DEF_REG_TRAITS(v256, v_uint8x32, uchar, u8, v_uint8x32, v_uint16x16, v_uint32x8, v_int8x32, void);
    CV_DEF_REG_TRAITS(v256, v_int8x32, schar, s8, v_uint8x32, v_int16x16, v_int32x8, v_int8x32, void);
    CV_DEF_REG_TRAITS(v256, v_uint16x16, ushort, u16, v_uint16x16, v_uint32x8, v_uint64x4, v_int16x16, void);
    CV_DEF_REG_TRAITS(v256, v_int16x16, short, s16, v_uint16x16, v_int32x8, v_int64x4, v_int16x16, void);
    CV_DEF_REG_TRAITS(v256, v_uint32x8, unsigned, u32, v_uint32x8, v_uint64x4, void, v_int32x8, void);
    CV_DEF_REG_TRAITS(v256, v_int32x8, int, s32, v_uint32x8, v_int64x4, void, v_int32x8, void);
    CV_DEF_REG_TRAITS(v256, v_float32x8, float, f32, v_float32x8, v_float64x4, void, v_int32x8, v_int32x8);
    CV_DEF_REG_TRAITS(v256, v_uint64x4, uint64, u64, v_uint64x4, void, void, v_int64x4, void);
    CV_DEF_REG_TRAITS(v256, v_int64x4, int64, s64, v_uint64x4, void, void, v_int64x4, void);
    CV_DEF_REG_TRAITS(v256, v_float64x4, double, f64, v_float64x4, void, void, v_int64x4, v_int32x8);
#endif

#if CV_SIMD512
    CV_DEF_REG_TRAITS(v512, v_uint8x64, uchar, u8, v_uint8x64, v_uint16x32, v_uint32x16, v_int8x64, void);
    CV_DEF_REG_TRAITS(v512, v_int8x64, schar, s8, v_uint8x64, v_int16x32, v_int32x16, v_int8x64, void);
    CV_DEF_REG_TRAITS(v512, v_uint16x32, ushort, u16, v_uint16x32, v_uint32x16, v_uint64x8, v_int16x32, void);
    CV_DEF_REG_TRAITS(v512, v_int16x32, short, s16, v_uint16x32, v_int32x16, v_int64x8, v_int16x32, void);
    CV_DEF_REG_TRAITS(v512, v_uint32x16, unsigned, u32, v_uint32x16, v_uint64x8, void, v_int32x16, void);
    CV_DEF_REG_TRAITS(v512, v_int32x16, int, s32, v_uint32x16, v_int64x8, void, v_int32x16, void);
    CV_DEF_REG_TRAITS(v512, v_float32x16, float, f32, v_float32x16, v_float64x8, void, v_int32x16, v_int32x16);
    CV_DEF_REG_TRAITS(v512, v_uint64x8, uint64, u64, v_uint64x8, void, void, v_int64x8, void);
    CV_DEF_REG_TRAITS(v512, v_int64x8, int64, s64, v_uint64x8, void, void, v_int64x8, void);
    CV_DEF_REG_TRAITS(v512, v_float64x8, double, f64, v_float64x8, void, void, v_int64x8, v_int32x16);
#endif
#if CV_SIMD_SCALABLE
    CV_DEF_REG_TRAITS(v, v_uint8, uchar, u8, v_uint8, v_uint16, v_uint32, v_int8, void);
    CV_DEF_REG_TRAITS(v, v_int8, schar, s8, v_uint8, v_int16, v_int32, v_int8, void);
    CV_DEF_REG_TRAITS(v, v_uint16, ushort, u16, v_uint16, v_uint32, v_uint64, v_int16, void);
    CV_DEF_REG_TRAITS(v, v_int16, short, s16, v_uint16, v_int32, v_int64, v_int16, void);
    CV_DEF_REG_TRAITS(v, v_uint32, unsigned, u32, v_uint32, v_uint64, void, v_int32, void);
    CV_DEF_REG_TRAITS(v, v_int32, int, s32, v_uint32, v_int64, void, v_int32, void);
    CV_DEF_REG_TRAITS(v, v_float32, float, f32, v_float32, v_float64, void, v_int32, v_int32);
    CV_DEF_REG_TRAITS(v, v_uint64, uint64, u64, v_uint64, void, void, v_int64, void);
    CV_DEF_REG_TRAITS(v, v_int64, int64, s64, v_uint64, void, void, v_int64, void);
    CV_DEF_REG_TRAITS(v, v_float64, double, f64, v_float64, void, void, v_int64, v_int32);
#endif
//! @endcond

#if CV_SIMD512 && (!defined(CV__SIMD_FORCE_WIDTH) || CV__SIMD_FORCE_WIDTH == 512)
#define CV__SIMD_NAMESPACE simd512
namespace CV__SIMD_NAMESPACE {
    #define CV_SIMD 1
    #define CV_SIMD_64F CV_SIMD512_64F
    #define CV_SIMD_FP16 CV_SIMD512_FP16
    #define CV_SIMD_WIDTH 64
//! @addtogroup core_hal_intrin
//! @{
    //! @brief Maximum available vector register capacity 8-bit unsigned integer values
    typedef v_uint8x64    v_uint8;
    //! @brief Maximum available vector register capacity 8-bit signed integer values
    typedef v_int8x64     v_int8;
    //! @brief Maximum available vector register capacity 16-bit unsigned integer values
    typedef v_uint16x32   v_uint16;
    //! @brief Maximum available vector register capacity 16-bit signed integer values
    typedef v_int16x32    v_int16;
    //! @brief Maximum available vector register capacity 32-bit unsigned integer values
    typedef v_uint32x16   v_uint32;
    //! @brief Maximum available vector register capacity 32-bit signed integer values
    typedef v_int32x16    v_int32;
    //! @brief Maximum available vector register capacity 64-bit unsigned integer values
    typedef v_uint64x8    v_uint64;
    //! @brief Maximum available vector register capacity 64-bit signed integer values
    typedef v_int64x8     v_int64;
    //! @brief Maximum available vector register capacity 32-bit floating point values (single precision)
    typedef v_float32x16  v_float32;
    #if CV_SIMD512_64F
    //! @brief Maximum available vector register capacity 64-bit floating point values (double precision)
    typedef v_float64x8   v_float64;
    #endif
//! @}

    #define VXPREFIX(func) v512##func
} // namespace
using namespace CV__SIMD_NAMESPACE;
#elif CV_SIMD256 && (!defined(CV__SIMD_FORCE_WIDTH) || CV__SIMD_FORCE_WIDTH == 256)
#define CV__SIMD_NAMESPACE simd256
namespace CV__SIMD_NAMESPACE {
    #define CV_SIMD 1
    #define CV_SIMD_64F CV_SIMD256_64F
    #define CV_SIMD_FP16 CV_SIMD256_FP16
    #define CV_SIMD_WIDTH 32
//! @addtogroup core_hal_intrin
//! @{
    //! @brief Maximum available vector register capacity 8-bit unsigned integer values
    typedef v_uint8x32   v_uint8;
    //! @brief Maximum available vector register capacity 8-bit signed integer values
    typedef v_int8x32    v_int8;
    //! @brief Maximum available vector register capacity 16-bit unsigned integer values
    typedef v_uint16x16  v_uint16;
    //! @brief Maximum available vector register capacity 16-bit signed integer values
    typedef v_int16x16   v_int16;
    //! @brief Maximum available vector register capacity 32-bit unsigned integer values
    typedef v_uint32x8   v_uint32;
    //! @brief Maximum available vector register capacity 32-bit signed integer values
    typedef v_int32x8    v_int32;
    //! @brief Maximum available vector register capacity 64-bit unsigned integer values
    typedef v_uint64x4   v_uint64;
    //! @brief Maximum available vector register capacity 64-bit signed integer values
    typedef v_int64x4    v_int64;
    //! @brief Maximum available vector register capacity 32-bit floating point values (single precision)
    typedef v_float32x8  v_float32;
    #if CV_SIMD256_64F
    //! @brief Maximum available vector register capacity 64-bit floating point values (double precision)
    typedef v_float64x4  v_float64;
    #endif
//! @}

    #define VXPREFIX(func) v256##func
} // namespace
using namespace CV__SIMD_NAMESPACE;
#elif (CV_SIMD128 || CV_SIMD128_CPP) && (!defined(CV__SIMD_FORCE_WIDTH) || CV__SIMD_FORCE_WIDTH == 128)
#if defined CV_SIMD128_CPP
#define CV__SIMD_NAMESPACE simd128_cpp
#else
#define CV__SIMD_NAMESPACE simd128
#endif
namespace CV__SIMD_NAMESPACE {
    #define CV_SIMD CV_SIMD128
    #define CV_SIMD_64F CV_SIMD128_64F
    #define CV_SIMD_WIDTH 16
//! @addtogroup core_hal_intrin
//! @{
    //! @brief Maximum available vector register capacity 8-bit unsigned integer values
    typedef v_uint8x16  v_uint8;
    //! @brief Maximum available vector register capacity 8-bit signed integer values
    typedef v_int8x16   v_int8;
    //! @brief Maximum available vector register capacity 16-bit unsigned integer values
    typedef v_uint16x8  v_uint16;
    //! @brief Maximum available vector register capacity 16-bit signed integer values
    typedef v_int16x8   v_int16;
    //! @brief Maximum available vector register capacity 32-bit unsigned integer values
    typedef v_uint32x4  v_uint32;
    //! @brief Maximum available vector register capacity 32-bit signed integer values
    typedef v_int32x4   v_int32;
    //! @brief Maximum available vector register capacity 64-bit unsigned integer values
    typedef v_uint64x2  v_uint64;
    //! @brief Maximum available vector register capacity 64-bit signed integer values
    typedef v_int64x2   v_int64;
    //! @brief Maximum available vector register capacity 32-bit floating point values (single precision)
    typedef v_float32x4 v_float32;
    #if CV_SIMD128_64F
    //! @brief Maximum available vector register capacity 64-bit floating point values (double precision)
    typedef v_float64x2 v_float64;
    #endif
//! @}

    #define VXPREFIX(func) v##func
} // namespace
using namespace CV__SIMD_NAMESPACE;

#elif CV_SIMD_SCALABLE
#define CV__SIMD_NAMESPACE simd
namespace CV__SIMD_NAMESPACE {
    #define CV_SIMD 0
    #define CV_SIMD_WIDTH 128  /* 1024/8 */

    #define VXPREFIX(func) v##func
} // namespace
using namespace CV__SIMD_NAMESPACE;

#endif

//! @cond IGNORED
#ifndef CV_SIMD_64F
#define CV_SIMD_64F 0
#endif

namespace CV__SIMD_NAMESPACE {
//! @addtogroup core_hal_intrin
//! @{
    //! @name Wide init with value
    //! @{
    //! @brief Create maximum available capacity vector with elements set to a specific value
    inline v_uint8 vx_setall_u8(uchar v) { return VXPREFIX(_setall_u8)(v); }
    inline v_int8 vx_setall_s8(schar v) { return VXPREFIX(_setall_s8)(v); }
    inline v_uint16 vx_setall_u16(ushort v) { return VXPREFIX(_setall_u16)(v); }
    inline v_int16 vx_setall_s16(short v) { return VXPREFIX(_setall_s16)(v); }
    inline v_int32 vx_setall_s32(int v) { return VXPREFIX(_setall_s32)(v); }
    inline v_uint32 vx_setall_u32(unsigned v) { return VXPREFIX(_setall_u32)(v); }
    inline v_float32 vx_setall_f32(float v) { return VXPREFIX(_setall_f32)(v); }
    inline v_int64 vx_setall_s64(int64 v) { return VXPREFIX(_setall_s64)(v); }
    inline v_uint64 vx_setall_u64(uint64 v) { return VXPREFIX(_setall_u64)(v); }
#if CV_SIMD_64F || CV_SIMD_SCALABLE_64F
    inline v_float64 vx_setall_f64(double v) { return VXPREFIX(_setall_f64)(v); }
#endif
    //! @}

    //! @name Wide init with zero
    //! @{
    //! @brief Create maximum available capacity vector with elements set to zero
    inline v_uint8 vx_setzero_u8() { return VXPREFIX(_setzero_u8)(); }
    inline v_int8 vx_setzero_s8() { return VXPREFIX(_setzero_s8)(); }
    inline v_uint16 vx_setzero_u16() { return VXPREFIX(_setzero_u16)(); }
    inline v_int16 vx_setzero_s16() { return VXPREFIX(_setzero_s16)(); }
    inline v_int32 vx_setzero_s32() { return VXPREFIX(_setzero_s32)(); }
    inline v_uint32 vx_setzero_u32() { return VXPREFIX(_setzero_u32)(); }
    inline v_float32 vx_setzero_f32() { return VXPREFIX(_setzero_f32)(); }
    inline v_int64 vx_setzero_s64() { return VXPREFIX(_setzero_s64)(); }
    inline v_uint64 vx_setzero_u64() { return VXPREFIX(_setzero_u64)(); }
#if CV_SIMD_64F || CV_SIMD_SCALABLE_64F
    inline v_float64 vx_setzero_f64() { return VXPREFIX(_setzero_f64)(); }
#endif
    //! @}

    //! @name Wide load from memory
    //! @{
    //! @brief Load maximum available capacity register contents from memory
    inline v_uint8 vx_load(const uchar * ptr) { return VXPREFIX(_load)(ptr); }
    inline v_int8 vx_load(const schar * ptr) { return VXPREFIX(_load)(ptr); }
    inline v_uint16 vx_load(const ushort * ptr) { return VXPREFIX(_load)(ptr); }
    inline v_int16 vx_load(const short * ptr) { return VXPREFIX(_load)(ptr); }
    inline v_int32 vx_load(const int * ptr) { return VXPREFIX(_load)(ptr); }
    inline v_uint32 vx_load(const unsigned * ptr) { return VXPREFIX(_load)(ptr); }
    inline v_float32 vx_load(const float * ptr) { return VXPREFIX(_load)(ptr); }
    inline v_int64 vx_load(const int64 * ptr) { return VXPREFIX(_load)(ptr); }
    inline v_uint64 vx_load(const uint64 * ptr) { return VXPREFIX(_load)(ptr); }
#if CV_SIMD_64F || CV_SIMD_SCALABLE_64F
    inline v_float64 vx_load(const double * ptr) { return VXPREFIX(_load)(ptr); }
#endif
    //! @}

    //! @name Wide load from memory(aligned)
    //! @{
    //! @brief Load maximum available capacity register contents from memory(aligned)
    inline v_uint8 vx_load_aligned(const uchar * ptr) { return VXPREFIX(_load_aligned)(ptr); }
    inline v_int8 vx_load_aligned(const schar * ptr) { return VXPREFIX(_load_aligned)(ptr); }
    inline v_uint16 vx_load_aligned(const ushort * ptr) { return VXPREFIX(_load_aligned)(ptr); }
    inline v_int16 vx_load_aligned(const short * ptr) { return VXPREFIX(_load_aligned)(ptr); }
    inline v_int32 vx_load_aligned(const int * ptr) { return VXPREFIX(_load_aligned)(ptr); }
    inline v_uint32 vx_load_aligned(const unsigned * ptr) { return VXPREFIX(_load_aligned)(ptr); }
    inline v_float32 vx_load_aligned(const float * ptr) { return VXPREFIX(_load_aligned)(ptr); }
    inline v_int64 vx_load_aligned(const int64 * ptr) { return VXPREFIX(_load_aligned)(ptr); }
    inline v_uint64 vx_load_aligned(const uint64 * ptr) { return VXPREFIX(_load_aligned)(ptr); }
#if CV_SIMD_64F || CV_SIMD_SCALABLE_64F
    inline v_float64 vx_load_aligned(const double * ptr) { return VXPREFIX(_load_aligned)(ptr); }
#endif
    //! @}

    //! @name Wide load lower half from memory
    //! @{
    //! @brief Load lower half of maximum available capacity register from memory
    inline v_uint8 vx_load_low(const uchar * ptr) { return VXPREFIX(_load_low)(ptr); }
    inline v_int8 vx_load_low(const schar * ptr) { return VXPREFIX(_load_low)(ptr); }
    inline v_uint16 vx_load_low(const ushort * ptr) { return VXPREFIX(_load_low)(ptr); }
    inline v_int16 vx_load_low(const short * ptr) { return VXPREFIX(_load_low)(ptr); }
    inline v_int32 vx_load_low(const int * ptr) { return VXPREFIX(_load_low)(ptr); }
    inline v_uint32 vx_load_low(const unsigned * ptr) { return VXPREFIX(_load_low)(ptr); }
    inline v_float32 vx_load_low(const float * ptr) { return VXPREFIX(_load_low)(ptr); }
    inline v_int64 vx_load_low(const int64 * ptr) { return VXPREFIX(_load_low)(ptr); }
    inline v_uint64 vx_load_low(const uint64 * ptr) { return VXPREFIX(_load_low)(ptr); }
#if CV_SIMD_64F || CV_SIMD_SCALABLE_64F
    inline v_float64 vx_load_low(const double * ptr) { return VXPREFIX(_load_low)(ptr); }
#endif
    //! @}

    //! @name Wide load halfs from memory
    //! @{
    //! @brief Load maximum available capacity register contents from two memory blocks
    inline v_uint8 vx_load_halves(const uchar * ptr0, const uchar * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
    inline v_int8 vx_load_halves(const schar * ptr0, const schar * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
    inline v_uint16 vx_load_halves(const ushort * ptr0, const ushort * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
    inline v_int16 vx_load_halves(const short * ptr0, const short * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
    inline v_int32 vx_load_halves(const int * ptr0, const int * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
    inline v_uint32 vx_load_halves(const unsigned * ptr0, const unsigned * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
    inline v_float32 vx_load_halves(const float * ptr0, const float * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
    inline v_int64 vx_load_halves(const int64 * ptr0, const int64 * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
    inline v_uint64 vx_load_halves(const uint64 * ptr0, const uint64 * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
#if CV_SIMD_64F || CV_SIMD_SCALABLE_64F
    inline v_float64 vx_load_halves(const double * ptr0, const double * ptr1) { return VXPREFIX(_load_halves)(ptr0, ptr1); }
#endif
    //! @}

    //! @name Wide LUT of elements
    //! @{
    //! @brief Load maximum available capacity register contents with array elements by provided indexes
    inline v_uint8 vx_lut(const uchar * ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
    inline v_int8 vx_lut(const schar * ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
    inline v_uint16 vx_lut(const ushort * ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
    inline v_int16 vx_lut(const short* ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
    inline v_int32 vx_lut(const int* ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
    inline v_uint32 vx_lut(const unsigned* ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
    inline v_float32 vx_lut(const float* ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
    inline v_int64 vx_lut(const int64 * ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
    inline v_uint64 vx_lut(const uint64 * ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
#if CV_SIMD_64F || CV_SIMD_SCALABLE_64F
    inline v_float64 vx_lut(const double* ptr, const int* idx) { return VXPREFIX(_lut)(ptr, idx); }
#endif
    //! @}

    //! @name Wide LUT of element pairs
    //! @{
    //! @brief Load maximum available capacity register contents with array element pairs by provided indexes
    inline v_uint8 vx_lut_pairs(const uchar * ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
    inline v_int8 vx_lut_pairs(const schar * ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
    inline v_uint16 vx_lut_pairs(const ushort * ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
    inline v_int16 vx_lut_pairs(const short* ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
    inline v_int32 vx_lut_pairs(const int* ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
    inline v_uint32 vx_lut_pairs(const unsigned* ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
    inline v_float32 vx_lut_pairs(const float* ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
    inline v_int64 vx_lut_pairs(const int64 * ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
    inline v_uint64 vx_lut_pairs(const uint64 * ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
#if CV_SIMD_64F || CV_SIMD_SCALABLE_64F
    inline v_float64 vx_lut_pairs(const double* ptr, const int* idx) { return VXPREFIX(_lut_pairs)(ptr, idx); }
#endif
    //! @}

    //! @name Wide LUT of element quads
    //! @{
    //! @brief Load maximum available capacity register contents with array element quads by provided indexes
    inline v_uint8 vx_lut_quads(const uchar* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
    inline v_int8 vx_lut_quads(const schar* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
    inline v_uint16 vx_lut_quads(const ushort* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
    inline v_int16 vx_lut_quads(const short* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
    inline v_int32 vx_lut_quads(const int* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
    inline v_uint32 vx_lut_quads(const unsigned* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
    inline v_float32 vx_lut_quads(const float* ptr, const int* idx) { return VXPREFIX(_lut_quads)(ptr, idx); }
    //! @}

    //! @name Wide load with double expansion
    //! @{
    //! @brief Load maximum available capacity register contents from memory with double expand
    inline v_uint16 vx_load_expand(const uchar * ptr) { return VXPREFIX(_load_expand)(ptr); }
    inline v_int16 vx_load_expand(const schar * ptr) { return VXPREFIX(_load_expand)(ptr); }
    inline v_uint32 vx_load_expand(const ushort * ptr) { return VXPREFIX(_load_expand)(ptr); }
    inline v_int32 vx_load_expand(const short* ptr) { return VXPREFIX(_load_expand)(ptr); }
    inline v_int64 vx_load_expand(const int* ptr) { return VXPREFIX(_load_expand)(ptr); }
    inline v_uint64 vx_load_expand(const unsigned* ptr) { return VXPREFIX(_load_expand)(ptr); }
    inline v_float32 vx_load_expand(const hfloat * ptr) { return VXPREFIX(_load_expand)(ptr); }
    //! @}

    //! @name Wide load with quad expansion
    //! @{
    //! @brief Load maximum available capacity register contents from memory with quad expand
    inline v_uint32 vx_load_expand_q(const uchar * ptr) { return VXPREFIX(_load_expand_q)(ptr); }
    inline v_int32 vx_load_expand_q(const schar * ptr) { return VXPREFIX(_load_expand_q)(ptr); }
    //! @}

    /** @brief SIMD processing state cleanup call */
    inline void vx_cleanup() { VXPREFIX(_cleanup)(); }

#if !CV_SIMD_SCALABLE && !(CV_NEON && !defined(CV_FORCE_SIMD128_CPP))
    // Compatibility layer

    template<typename T> struct VTraits {
        static inline int vlanes() { return T::nlanes; }
        enum { nlanes = T::nlanes, max_nlanes = T::nlanes };
        using lane_type = typename T::lane_type;
    };

    #define OPENCV_HAL_WRAP_BIN_OP_ADDSUB(_Tpvec) \
    inline _Tpvec v_add(const _Tpvec& a, const _Tpvec& b) \
    { \
        return a + b; \
    } \
    inline _Tpvec v_sub(const _Tpvec& a, const _Tpvec& b) \
    { \
        return a - b; \
    } \
    template<typename... Args> \
    inline _Tpvec v_add(const _Tpvec& f1, const _Tpvec& f2, const Args&... vf) { \
        return v_add(f1 + f2, vf...); \
    }
    #define OPENCV_HAL_WRAP_SHIFT_OP(_Tpvec) \
    inline _Tpvec v_shr(const _Tpvec& a, int n) \
    { \
        return a >> n; \
    } \
    inline _Tpvec v_shl(const _Tpvec& a, int n) \
    { \
        return a << n; \
    }

    OPENCV_HAL_WRAP_SHIFT_OP(v_uint16)
    OPENCV_HAL_WRAP_SHIFT_OP(v_uint32)
    OPENCV_HAL_WRAP_SHIFT_OP(v_uint64)
    OPENCV_HAL_WRAP_SHIFT_OP(v_int16)
    OPENCV_HAL_WRAP_SHIFT_OP(v_int32)
    OPENCV_HAL_WRAP_SHIFT_OP(v_int64)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint8)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint16)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint32)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint64)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int8)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int16)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int32)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int64)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_float32)
    #if CV_SIMD_64F
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_float64)
    #endif
    #if CV_SIMD_WIDTH != 16/*128*/ && CV_SIMD128
    // when we use CV_SIMD128 with 256/512 bit SIMD (e.g. AVX2 or AVX512)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint8x16)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint16x8)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint32x4)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint64x2)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int8x16)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int16x8)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int32x4)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int64x2)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_float32x4)
        OPENCV_HAL_WRAP_SHIFT_OP(v_uint16x8)
        OPENCV_HAL_WRAP_SHIFT_OP(v_uint32x4)
        OPENCV_HAL_WRAP_SHIFT_OP(v_uint64x2)
        OPENCV_HAL_WRAP_SHIFT_OP(v_int16x8)
        OPENCV_HAL_WRAP_SHIFT_OP(v_int32x4)
        OPENCV_HAL_WRAP_SHIFT_OP(v_int64x2)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_float64x2)
        #endif
    #endif
    #if CV_SIMD_WIDTH != 32/*256*/ && CV_SIMD256
    // when we use CV_SIMD256 with 512 bit SIMD (e.g. AVX512)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint8x32)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint16x16)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint32x8)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint64x4)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int8x32)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int16x16)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int32x8)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int64x4)
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_float32x8)
        OPENCV_HAL_WRAP_SHIFT_OP(v_uint16x16)
        OPENCV_HAL_WRAP_SHIFT_OP(v_uint32x8)
        OPENCV_HAL_WRAP_SHIFT_OP(v_uint64x4)
        OPENCV_HAL_WRAP_SHIFT_OP(v_int16x16)
        OPENCV_HAL_WRAP_SHIFT_OP(v_int32x8)
        OPENCV_HAL_WRAP_SHIFT_OP(v_int64x4)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_float64x4)
        #endif
    #endif

    #define OPENCV_HAL_WRAP_BIN_OP_LOGIC(_Tpvec) \
    inline _Tpvec v_and(const _Tpvec& a, const _Tpvec& b) \
    { \
        return a & b; \
    } \
    inline _Tpvec v_or(const _Tpvec& a, const _Tpvec& b) \
    { \
        return a | b; \
    } \
    inline _Tpvec v_xor(const _Tpvec& a, const _Tpvec& b) \
    { \
        return a ^ b; \
    }

    #define OPENCV_HAL_WRAP_NOT_OP(_Tpvec) \
    inline _Tpvec v_not(const _Tpvec& a) \
    { \
        return ~a; \
    }

    OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_uint8)
    OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_uint16)
    OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_uint32)
    OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_uint64)
    OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_int8)
    OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_int16)
    OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_int32)
    OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_int64)
    OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_float32)
    OPENCV_HAL_WRAP_NOT_OP(v_uint8)
    OPENCV_HAL_WRAP_NOT_OP(v_uint16)
    OPENCV_HAL_WRAP_NOT_OP(v_uint32)
    OPENCV_HAL_WRAP_NOT_OP(v_uint64)
    OPENCV_HAL_WRAP_NOT_OP(v_int8)
    OPENCV_HAL_WRAP_NOT_OP(v_int16)
    OPENCV_HAL_WRAP_NOT_OP(v_int32)
    OPENCV_HAL_WRAP_NOT_OP(v_int64)
    #if CV_SIMD_64F
    OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_float64)
    #endif
    #if CV_SIMD_WIDTH != 16/*128*/ && CV_SIMD128
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_uint8x16)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_uint16x8)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_uint32x4)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_uint64x2)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_int8x16)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_int16x8)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_int32x4)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_int64x2)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_float32x4)
        OPENCV_HAL_WRAP_NOT_OP(v_uint8x16)
        OPENCV_HAL_WRAP_NOT_OP(v_uint16x8)
        OPENCV_HAL_WRAP_NOT_OP(v_uint32x4)
        OPENCV_HAL_WRAP_NOT_OP(v_uint64x2)
        OPENCV_HAL_WRAP_NOT_OP(v_int8x16)
        OPENCV_HAL_WRAP_NOT_OP(v_int16x8)
        OPENCV_HAL_WRAP_NOT_OP(v_int32x4)
        OPENCV_HAL_WRAP_NOT_OP(v_int64x2)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_float64x2)
        #endif
    #endif
    #if CV_SIMD_WIDTH != 32/*256*/ && CV_SIMD256
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_uint8x32)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_uint16x16)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_uint32x8)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_uint64x4)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_int8x32)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_int16x16)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_int32x8)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_int64x4)
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_float32x8)
        OPENCV_HAL_WRAP_NOT_OP(v_uint8x32)
        OPENCV_HAL_WRAP_NOT_OP(v_uint16x16)
        OPENCV_HAL_WRAP_NOT_OP(v_uint32x8)
        OPENCV_HAL_WRAP_NOT_OP(v_uint64x4)
        OPENCV_HAL_WRAP_NOT_OP(v_int8x32)
        OPENCV_HAL_WRAP_NOT_OP(v_int16x16)
        OPENCV_HAL_WRAP_NOT_OP(v_int32x8)
        OPENCV_HAL_WRAP_NOT_OP(v_int64x4)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_BIN_OP_LOGIC(v_float64x4)
        #endif
    #endif

    #define OPENCV_HAL_WRAP_BIN_OP_MUL(_Tpvec) \
    inline _Tpvec v_mul(const _Tpvec& a, const _Tpvec& b) \
    { \
        return a * b; \
    } \
    template<typename... Args> \
    inline _Tpvec v_mul(const _Tpvec& f1, const _Tpvec& f2, const Args&... vf) { \
        return v_mul(f1 * f2, vf...); \
    }
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_uint8)
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_int8)
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_uint16)
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_uint32)
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_int16)
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_int32)
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_float32)
    #if CV_SIMD_64F
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_float64)
    #endif
    #if CV_SIMD_WIDTH != 16/*128*/ && CV_SIMD128
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_uint8x16)
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_uint16x8)
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_uint32x4)
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_int8x16)
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_int16x8)
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_int32x4)
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_float32x4)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_float64x2)
        #endif
    #endif
    #if CV_SIMD_WIDTH != 32/*256*/ && CV_SIMD256
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_uint8x32)
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_uint16x16)
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_uint32x8)
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_int8x32)
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_int16x16)
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_int32x8)
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_float32x8)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_BIN_OP_MUL(v_float64x4)
        #endif
    #endif

    #define OPENCV_HAL_WRAP_BIN_OP_DIV(_Tpvec) \
    inline _Tpvec v_div(const _Tpvec& a, const _Tpvec& b) \
    { \
        return a / b; \
    }
    OPENCV_HAL_WRAP_BIN_OP_DIV(v_float32)
    #if CV_SIMD_64F
    OPENCV_HAL_WRAP_BIN_OP_DIV(v_float64)
    #endif
    #if CV_SIMD_WIDTH != 16/*128*/ && CV_SIMD128
        OPENCV_HAL_WRAP_BIN_OP_DIV(v_float32x4)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_BIN_OP_DIV(v_float64x2)
        #endif
    #endif
    #if CV_SIMD_WIDTH != 32/*256*/ && CV_SIMD256
        OPENCV_HAL_WRAP_BIN_OP_DIV(v_float32x8)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_BIN_OP_DIV(v_float64x4)
        #endif
    #endif

    #define OPENCV_HAL_WRAP_CMP_OP(_Tpvec, intrin, op) \
    inline _Tpvec v_##intrin(const _Tpvec& a, const _Tpvec& b) \
    { \
        return a op b; \
    }
    #define OPENCV_HAL_WRAP_EQ_OP(_Tpvec) \
    inline _Tpvec v_eq(const _Tpvec& a, const _Tpvec& b) \
    { \
        return a == b; \
    } \
    inline _Tpvec v_ne(const _Tpvec& a, const _Tpvec& b) \
    { \
        return a != b; \
    }

    #define OPENCV_HAL_WRAP_CMP(_Tpvec) \
    OPENCV_HAL_WRAP_CMP_OP(_Tpvec, eq, ==) \
    OPENCV_HAL_WRAP_CMP_OP(_Tpvec, ne, !=) \
    OPENCV_HAL_WRAP_CMP_OP(_Tpvec, lt, <) \
    OPENCV_HAL_WRAP_CMP_OP(_Tpvec, gt, >) \
    OPENCV_HAL_WRAP_CMP_OP(_Tpvec, le, <=) \
    OPENCV_HAL_WRAP_CMP_OP(_Tpvec, ge, >=)

    OPENCV_HAL_WRAP_CMP(v_uint8)
    OPENCV_HAL_WRAP_CMP(v_uint16)
    OPENCV_HAL_WRAP_CMP(v_uint32)
    OPENCV_HAL_WRAP_EQ_OP(v_uint64)
    OPENCV_HAL_WRAP_CMP(v_int8)
    OPENCV_HAL_WRAP_CMP(v_int16)
    OPENCV_HAL_WRAP_CMP(v_int32)
    OPENCV_HAL_WRAP_EQ_OP(v_int64)
    OPENCV_HAL_WRAP_CMP(v_float32)
    #if CV_SIMD_64F
    OPENCV_HAL_WRAP_CMP(v_float64)
    #endif
    #if CV_SIMD_WIDTH != 16/*128*/ && CV_SIMD128
        OPENCV_HAL_WRAP_CMP(v_uint8x16)
        OPENCV_HAL_WRAP_CMP(v_uint16x8)
        OPENCV_HAL_WRAP_CMP(v_uint32x4)
        OPENCV_HAL_WRAP_EQ_OP(v_uint64x2)
        OPENCV_HAL_WRAP_CMP(v_int8x16)
        OPENCV_HAL_WRAP_CMP(v_int16x8)
        OPENCV_HAL_WRAP_CMP(v_int32x4)
        OPENCV_HAL_WRAP_EQ_OP(v_int64x2)
        OPENCV_HAL_WRAP_CMP(v_float32x4)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_CMP(v_float64x2)
        #endif
    #endif
    #if CV_SIMD_WIDTH != 32/*256*/ && CV_SIMD256
        OPENCV_HAL_WRAP_CMP(v_uint8x32)
        OPENCV_HAL_WRAP_CMP(v_uint16x16)
        OPENCV_HAL_WRAP_CMP(v_uint32x8)
        OPENCV_HAL_WRAP_EQ_OP(v_uint64x4)
        OPENCV_HAL_WRAP_CMP(v_int8x32)
        OPENCV_HAL_WRAP_CMP(v_int16x16)
        OPENCV_HAL_WRAP_CMP(v_int32x8)
        OPENCV_HAL_WRAP_EQ_OP(v_int64x4)
        OPENCV_HAL_WRAP_CMP(v_float32x8)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_CMP(v_float64x4)
        #endif
    #endif

    //////////// get0 ////////////
    #define OPENCV_HAL_WRAP_GRT0(_Tpvec) \
    inline typename VTraits<_Tpvec>::lane_type v_get0(const _Tpvec& v) \
    { \
        return v.get0(); \
    }

    OPENCV_HAL_WRAP_GRT0(v_uint8)
    OPENCV_HAL_WRAP_GRT0(v_int8)
    OPENCV_HAL_WRAP_GRT0(v_uint16)
    OPENCV_HAL_WRAP_GRT0(v_int16)
    OPENCV_HAL_WRAP_GRT0(v_uint32)
    OPENCV_HAL_WRAP_GRT0(v_int32)
    OPENCV_HAL_WRAP_GRT0(v_uint64)
    OPENCV_HAL_WRAP_GRT0(v_int64)
    OPENCV_HAL_WRAP_GRT0(v_float32)
    #if CV_SIMD_64F
    OPENCV_HAL_WRAP_GRT0(v_float64)
    #endif
    #if CV_SIMD_WIDTH != 16/*128*/ && CV_SIMD128
        OPENCV_HAL_WRAP_GRT0(v_uint8x16)
        OPENCV_HAL_WRAP_GRT0(v_uint16x8)
        OPENCV_HAL_WRAP_GRT0(v_uint32x4)
        OPENCV_HAL_WRAP_GRT0(v_uint64x2)
        OPENCV_HAL_WRAP_GRT0(v_int8x16)
        OPENCV_HAL_WRAP_GRT0(v_int16x8)
        OPENCV_HAL_WRAP_GRT0(v_int32x4)
        OPENCV_HAL_WRAP_GRT0(v_int64x2)
        OPENCV_HAL_WRAP_GRT0(v_float32x4)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_GRT0(v_float64x2)
        #endif
    #endif
    #if CV_SIMD_WIDTH != 32/*256*/ && CV_SIMD256
        OPENCV_HAL_WRAP_GRT0(v_uint8x32)
        OPENCV_HAL_WRAP_GRT0(v_uint16x16)
        OPENCV_HAL_WRAP_GRT0(v_uint32x8)
        OPENCV_HAL_WRAP_GRT0(v_uint64x4)
        OPENCV_HAL_WRAP_GRT0(v_int8x32)
        OPENCV_HAL_WRAP_GRT0(v_int16x16)
        OPENCV_HAL_WRAP_GRT0(v_int32x8)
        OPENCV_HAL_WRAP_GRT0(v_int64x4)
        OPENCV_HAL_WRAP_GRT0(v_float32x8)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_GRT0(v_float64x4)
        #endif
    #endif

    #define OPENCV_HAL_WRAP_EXTRACT(_Tpvec) \
    inline typename VTraits<_Tpvec>::lane_type v_extract_highest(const _Tpvec& v) \
    { \
        return v_extract_n<VTraits<_Tpvec>::nlanes-1>(v); \
    }

    OPENCV_HAL_WRAP_EXTRACT(v_uint8)
    OPENCV_HAL_WRAP_EXTRACT(v_int8)
    OPENCV_HAL_WRAP_EXTRACT(v_uint16)
    OPENCV_HAL_WRAP_EXTRACT(v_int16)
    OPENCV_HAL_WRAP_EXTRACT(v_uint32)
    OPENCV_HAL_WRAP_EXTRACT(v_int32)
    OPENCV_HAL_WRAP_EXTRACT(v_uint64)
    OPENCV_HAL_WRAP_EXTRACT(v_int64)
    OPENCV_HAL_WRAP_EXTRACT(v_float32)
    #if CV_SIMD_64F
    OPENCV_HAL_WRAP_EXTRACT(v_float64)
    #endif
    #if CV_SIMD_WIDTH != 16/*128*/ && CV_SIMD128
        OPENCV_HAL_WRAP_EXTRACT(v_uint8x16)
        OPENCV_HAL_WRAP_EXTRACT(v_uint16x8)
        OPENCV_HAL_WRAP_EXTRACT(v_uint32x4)
        OPENCV_HAL_WRAP_EXTRACT(v_uint64x2)
        OPENCV_HAL_WRAP_EXTRACT(v_int8x16)
        OPENCV_HAL_WRAP_EXTRACT(v_int16x8)
        OPENCV_HAL_WRAP_EXTRACT(v_int32x4)
        OPENCV_HAL_WRAP_EXTRACT(v_int64x2)
        OPENCV_HAL_WRAP_EXTRACT(v_float32x4)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_EXTRACT(v_float64x2)
        #endif
    #endif
    #if CV_SIMD_WIDTH != 32/*256*/ && CV_SIMD256
        OPENCV_HAL_WRAP_EXTRACT(v_uint8x32)
        OPENCV_HAL_WRAP_EXTRACT(v_uint16x16)
        OPENCV_HAL_WRAP_EXTRACT(v_uint32x8)
        OPENCV_HAL_WRAP_EXTRACT(v_uint64x4)
        OPENCV_HAL_WRAP_EXTRACT(v_int8x32)
        OPENCV_HAL_WRAP_EXTRACT(v_int16x16)
        OPENCV_HAL_WRAP_EXTRACT(v_int32x8)
        OPENCV_HAL_WRAP_EXTRACT(v_int64x4)
        OPENCV_HAL_WRAP_EXTRACT(v_float32x8)
        #if CV_SIMD_64F
        OPENCV_HAL_WRAP_EXTRACT(v_float64x4)
        #endif
    #endif

    #define OPENCV_HAL_WRAP_BROADCAST(_Tpvec) \
    inline _Tpvec v_broadcast_highest(const _Tpvec& v) \
    { \
        return v_broadcast_element<VTraits<_Tpvec>::nlanes-1>(v); \
    }

    OPENCV_HAL_WRAP_BROADCAST(v_uint32)
    OPENCV_HAL_WRAP_BROADCAST(v_int32)
    OPENCV_HAL_WRAP_BROADCAST(v_float32)
    #if CV_SIMD_WIDTH != 16/*128*/ && CV_SIMD128
        OPENCV_HAL_WRAP_BROADCAST(v_uint32x4)
        OPENCV_HAL_WRAP_BROADCAST(v_int32x4)
        OPENCV_HAL_WRAP_BROADCAST(v_float32x4)
    #endif
    #if CV_SIMD_WIDTH != 32/*256*/ && CV_SIMD256
        OPENCV_HAL_WRAP_BROADCAST(v_uint32x8)
        OPENCV_HAL_WRAP_BROADCAST(v_int32x8)
        OPENCV_HAL_WRAP_BROADCAST(v_float32x8)
    #endif

#endif //!CV_SIMD_SCALABLE

#if (CV_NEON /* || CV_others */) && !defined(CV_FORCE_SIMD128_CPP)
// Compatibility layer for the backend that cleaned up.
    #define OPENCV_HAL_WRAP_BIN_OP_ADDSUB(_Tpvec) \
    template<typename... Args> \
    inline _Tpvec v_add(const _Tpvec& f1, const _Tpvec& f2, const Args&... vf) { \
        return v_add(v_add(f1, f2), vf...); \
    }

    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint8)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint16)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint32)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_uint64)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int8)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int16)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int32)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_int64)
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_float32)
    #if CV_SIMD_64F
    OPENCV_HAL_WRAP_BIN_OP_ADDSUB(v_float64)
    #endif

    #define OPENCV_HAL_WRAP_BIN_OP_MUL(_Tpvec) \
    template<typename... Args> \
    inline _Tpvec v_mul(const _Tpvec& f1, const _Tpvec& f2, const Args&... vf) { \
        return v_mul(v_mul(f1, f2), vf...); \
    }
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_uint8)
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_int8)
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_uint16)
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_uint32)
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_int16)
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_int32)
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_float32)
    #if CV_SIMD_64F
    OPENCV_HAL_WRAP_BIN_OP_MUL(v_float64)
    #endif

    #define OPENCV_HAL_WRAP_EXTRACT(_Tpvec) \
    inline typename VTraits<_Tpvec>::lane_type v_extract_highest(const _Tpvec& v) \
    { \
        return v_extract_n<VTraits<_Tpvec>::nlanes-1>(v); \
    }

    OPENCV_HAL_WRAP_EXTRACT(v_uint8)
    OPENCV_HAL_WRAP_EXTRACT(v_int8)
    OPENCV_HAL_WRAP_EXTRACT(v_uint16)
    OPENCV_HAL_WRAP_EXTRACT(v_int16)
    OPENCV_HAL_WRAP_EXTRACT(v_uint32)
    OPENCV_HAL_WRAP_EXTRACT(v_int32)
    OPENCV_HAL_WRAP_EXTRACT(v_uint64)
    OPENCV_HAL_WRAP_EXTRACT(v_int64)
    OPENCV_HAL_WRAP_EXTRACT(v_float32)
    #if CV_SIMD_64F
    OPENCV_HAL_WRAP_EXTRACT(v_float64)
    #endif

    #define OPENCV_HAL_WRAP_BROADCAST(_Tpvec) \
    inline _Tpvec v_broadcast_highest(const _Tpvec& v) \
    { \
        return v_broadcast_element<VTraits<_Tpvec>::nlanes-1>(v); \
    }

    OPENCV_HAL_WRAP_BROADCAST(v_uint32)
    OPENCV_HAL_WRAP_BROADCAST(v_int32)
    OPENCV_HAL_WRAP_BROADCAST(v_float32)

#endif //CV_NEON

//! @cond IGNORED

    // backward compatibility
    template<typename _Tp, typename _Tvec> static inline
    void vx_store(_Tp* dst, const _Tvec& v) { return v_store(dst, v); }
    // backward compatibility
    template<typename _Tp, typename _Tvec> static inline
    void vx_store_aligned(_Tp* dst, const _Tvec& v) { return v_store_aligned(dst, v); }

//! @endcond


//! @}
    #undef VXPREFIX
} // namespace


#ifndef CV_SIMD_FP16
#define CV_SIMD_FP16 0  //!< Defined to 1 on native support of operations with float16x8_t / float16x16_t (SIMD256) types
#endif

#ifndef CV_SIMD
#define CV_SIMD 0
#endif

#include "simd_utils.impl.hpp"

#ifndef CV_DOXYGEN
CV_CPU_OPTIMIZATION_HAL_NAMESPACE_END
#endif

} // cv::

//! @endcond

#if defined(__GNUC__) && __GNUC__ == 12
#pragma GCC diagnostic pop
#endif

#endif