ZVector/PacketMath.h

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// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
// Copyright (C) 2016 Konstantinos Margaritis <markos@freevec.org>
//
// This Source Code Form is subject to the terms of the Mozilla
// Public License v. 2.0. If a copy of the MPL was not distributed
// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
 
#ifndef EIGEN_PACKET_MATH_ZVECTOR_H
#define EIGEN_PACKET_MATH_ZVECTOR_H
 
// IWYU pragma: private
#include "../../InternalHeaderCheck.h"
 
namespace Eigen {
 
namespace internal {
 
#ifndef EIGEN_CACHEFRIENDLY_PRODUCT_THRESHOLD
#define EIGEN_CACHEFRIENDLY_PRODUCT_THRESHOLD 16
#endif
 
#ifndef EIGEN_HAS_SINGLE_INSTRUCTION_MADD
#define EIGEN_HAS_SINGLE_INSTRUCTION_MADD
#endif
 
#ifndef EIGEN_ARCH_DEFAULT_NUMBER_OF_REGISTERS
#define EIGEN_ARCH_DEFAULT_NUMBER_OF_REGISTERS 32
#endif
 
typedef __vector int Packet4i;
typedef __vector unsigned int Packet4ui;
typedef __vector __bool int Packet4bi;
typedef __vector short int Packet8i;
typedef __vector unsigned char Packet16uc;
typedef __vector double Packet2d;
typedef __vector unsigned long long Packet2ul;
typedef __vector long long Packet2l;
 
// Z14 has builtin support for float vectors
#if !defined(__ARCH__) || (defined(__ARCH__) && __ARCH__ >= 12)
typedef __vector float Packet4f;
#else
typedef struct {
  Packet2d v4f[2];
} Packet4f;
#endif
 
typedef union {
  numext::int32_t i[4];
  numext::uint32_t ui[4];
  numext::int64_t l[2];
  numext::uint64_t ul[2];
  double d[2];
  float f[4];
  Packet4i v4i;
  Packet4ui v4ui;
  Packet2l v2l;
  Packet2ul v2ul;
  Packet2d v2d;
#if !defined(__ARCH__) || (defined(__ARCH__) && __ARCH__ >= 12)
  Packet4f v4f;
#endif
} Packet;
 
// We don't want to write the same code all the time, but we need to reuse the constants
// and it doesn't really work to declare them global, so we define macros instead
 
#define EIGEN_DECLARE_CONST_FAST_Packet4i(NAME, X) Packet4i p4i_##NAME = reinterpret_cast<Packet4i>(vec_splat_s32(X))
 
#define EIGEN_DECLARE_CONST_FAST_Packet2d(NAME, X) Packet2d p2d_##NAME = reinterpret_cast<Packet2d>(vec_splat_s64(X))
 
#define EIGEN_DECLARE_CONST_FAST_Packet2l(NAME, X) Packet2l p2l_##NAME = reinterpret_cast<Packet2l>(vec_splat_s64(X))
 
#define EIGEN_DECLARE_CONST_Packet4i(NAME, X) Packet4i p4i_##NAME = pset1<Packet4i>(X)
 
#define EIGEN_DECLARE_CONST_Packet2d(NAME, X) Packet2d p2d_##NAME = pset1<Packet2d>(X)
 
#define EIGEN_DECLARE_CONST_Packet2l(NAME, X) Packet2l p2l_##NAME = pset1<Packet2l>(X)
 
// These constants are endian-agnostic
static EIGEN_DECLARE_CONST_FAST_Packet4i(ZERO, 0);  //{ 0, 0, 0, 0,}
static EIGEN_DECLARE_CONST_FAST_Packet4i(ONE, 1);   //{ 1, 1, 1, 1}
 
static EIGEN_DECLARE_CONST_FAST_Packet2d(ZERO, 0);
static EIGEN_DECLARE_CONST_FAST_Packet2l(ZERO, 0);
static EIGEN_DECLARE_CONST_FAST_Packet2l(ONE, 1);
 
static Packet2d p2d_ONE = {1.0, 1.0};
static Packet2d p2d_ZERO_ = {numext::bit_cast<double>(0x8000000000000000ull),
                             numext::bit_cast<double>(0x8000000000000000ull)};
 
#if !defined(__ARCH__) || (defined(__ARCH__) && __ARCH__ >= 12)
#define EIGEN_DECLARE_CONST_FAST_Packet4f(NAME, X) Packet4f p4f_##NAME = reinterpret_cast<Packet4f>(vec_splat_s32(X))
 
#define EIGEN_DECLARE_CONST_Packet4f(NAME, X) Packet4f p4f_##NAME = pset1<Packet4f>(X)
 
#define EIGEN_DECLARE_CONST_Packet4f_FROM_INT(NAME, X) \
  const Packet4f p4f_##NAME = reinterpret_cast<Packet4f>(pset1<Packet4i>(X))
 
static EIGEN_DECLARE_CONST_FAST_Packet4f(ZERO, 0);     //{ 0.0, 0.0, 0.0, 0.0}
static EIGEN_DECLARE_CONST_FAST_Packet4i(MINUS1, -1);  //{ -1, -1, -1, -1}
static Packet4f p4f_MZERO = {0x80000000, 0x80000000, 0x80000000, 0x80000000};
#endif
 
static Packet4i p4i_COUNTDOWN = {0, 1, 2, 3};
static Packet4f p4f_COUNTDOWN = {0.0, 1.0, 2.0, 3.0};
static Packet2d p2d_COUNTDOWN = reinterpret_cast<Packet2d>(
    vec_sld(reinterpret_cast<Packet16uc>(p2d_ZERO), reinterpret_cast<Packet16uc>(p2d_ONE), 8));
 
static Packet16uc p16uc_PSET64_HI = {0, 1, 2, 3, 4, 5, 6, 7, 0, 1, 2, 3, 4, 5, 6, 7};
static Packet16uc p16uc_DUPLICATE32_HI = {0, 1, 2, 3, 0, 1, 2, 3, 4, 5, 6, 7, 4, 5, 6, 7};
 
// Mask alignment
#define EIGEN_MASK_ALIGNMENT 0xfffffffffffffff0
 
#define EIGEN_ALIGNED_PTR(x) ((std::ptrdiff_t)(x) & EIGEN_MASK_ALIGNMENT)
 
// Handle endianness properly while loading constants
// Define global static constants:
 
static Packet16uc p16uc_FORWARD = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15};
static Packet16uc p16uc_REVERSE32 = {12, 13, 14, 15, 8, 9, 10, 11, 4, 5, 6, 7, 0, 1, 2, 3};
static Packet16uc p16uc_REVERSE64 = {8, 9, 10, 11, 12, 13, 14, 15, 0, 1, 2, 3, 4, 5, 6, 7};
 
static Packet16uc p16uc_PSET32_WODD =
    vec_sld((Packet16uc)vec_splat((Packet4ui)p16uc_FORWARD, 0), (Packet16uc)vec_splat((Packet4ui)p16uc_FORWARD, 2),
            8);  //{ 0,1,2,3, 0,1,2,3, 8,9,10,11, 8,9,10,11 };
static Packet16uc p16uc_PSET32_WEVEN = vec_sld(p16uc_DUPLICATE32_HI, (Packet16uc)vec_splat((Packet4ui)p16uc_FORWARD, 3),
                                               8);  //{ 4,5,6,7, 4,5,6,7, 12,13,14,15, 12,13,14,15 };
/*static Packet16uc p16uc_HALF64_0_16 = vec_sld((Packet16uc)p4i_ZERO, vec_splat((Packet16uc) vec_abs(p4i_MINUS16), 3),
8);      //{ 0,0,0,0, 0,0,0,0, 16,16,16,16, 16,16,16,16};
 
static Packet16uc p16uc_PSET64_HI = (Packet16uc) vec_mergeh((Packet4ui)p16uc_PSET32_WODD,
(Packet4ui)p16uc_PSET32_WEVEN);     //{ 0,1,2,3, 4,5,6,7, 0,1,2,3, 4,5,6,7 };*/
static Packet16uc p16uc_PSET64_LO = (Packet16uc)vec_mergel(
    (Packet4ui)p16uc_PSET32_WODD, (Packet4ui)p16uc_PSET32_WEVEN);  //{ 8,9,10,11, 12,13,14,15, 8,9,10,11, 12,13,14,15 };
/*static Packet16uc p16uc_TRANSPOSE64_HI = vec_add(p16uc_PSET64_HI, p16uc_HALF64_0_16); //{ 0,1,2,3, 4,5,6,7,
16,17,18,19, 20,21,22,23}; static Packet16uc p16uc_TRANSPOSE64_LO = vec_add(p16uc_PSET64_LO, p16uc_HALF64_0_16); //{
8,9,10,11, 12,13,14,15, 24,25,26,27, 28,29,30,31};*/
static Packet16uc p16uc_TRANSPOSE64_HI = {0, 1, 2, 3, 4, 5, 6, 7, 16, 17, 18, 19, 20, 21, 22, 23};
static Packet16uc p16uc_TRANSPOSE64_LO = {8, 9, 10, 11, 12, 13, 14, 15, 24, 25, 26, 27, 28, 29, 30, 31};
 
static Packet16uc p16uc_COMPLEX32_REV =
    vec_sld(p16uc_REVERSE32, p16uc_REVERSE32, 8);  //{ 4,5,6,7, 0,1,2,3, 12,13,14,15, 8,9,10,11 };
 
static Packet16uc p16uc_COMPLEX32_REV2 =
    vec_sld(p16uc_FORWARD, p16uc_FORWARD, 8);  //{ 8,9,10,11, 12,13,14,15, 0,1,2,3, 4,5,6,7 };
 
#if EIGEN_HAS_BUILTIN(__builtin_prefetch) || EIGEN_COMP_GNUC
#define EIGEN_ZVECTOR_PREFETCH(ADDR) __builtin_prefetch(ADDR);
#else
#define EIGEN_ZVECTOR_PREFETCH(ADDR) asm("   pfd [%[addr]]\n" ::[addr] "r"(ADDR) : "cc");
#endif
 
template <>
struct packet_traits<int> : default_packet_traits {
  typedef Packet4i type;
  typedef Packet4i half;
  enum {
    Vectorizable = 1,
    AlignedOnScalar = 1,
    size = 4,
 
    HasAdd = 1,
    HasSub = 1,
    HasMul = 1,
    HasDiv = 1,
    HasBlend = 1
  };
};
 
template <>
struct packet_traits<float> : default_packet_traits {
  typedef Packet4f type;
  typedef Packet4f half;
  enum {
    Vectorizable = 1,
    AlignedOnScalar = 1,
    size = 4,
 
    HasAdd = 1,
    HasSub = 1,
    HasMul = 1,
    HasDiv = 1,
    HasMin = 1,
    HasMax = 1,
    HasAbs = 1,
    HasSin = 0,
    HasCos = 0,
    HasLog = 0,
    HasExp = 1,
    HasSqrt = 1,
    HasRsqrt = 1,
    HasTanh = 1,
    HasErf = 1,
    HasNegate = 1,
    HasBlend = 1
  };
};
 
template <>
struct packet_traits<double> : default_packet_traits {
  typedef Packet2d type;
  typedef Packet2d half;
  enum {
    Vectorizable = 1,
    AlignedOnScalar = 1,
    size = 2,
 
    HasAdd = 1,
    HasSub = 1,
    HasMul = 1,
    HasDiv = 1,
    HasMin = 1,
    HasMax = 1,
    HasAbs = 1,
    HasSin = 0,
    HasCos = 0,
    HasLog = 0,
    HasExp = 1,
    HasSqrt = 1,
    HasRsqrt = 1,
    HasNegate = 1,
    HasBlend = 1
  };
};
 
template <>
struct unpacket_traits<Packet4i> {
  typedef int type;
  enum {
    size = 4,
    alignment = Aligned16,
    vectorizable = true,
    masked_load_available = false,
    masked_store_available = false
  };
  typedef Packet4i half;
};
template <>
struct unpacket_traits<Packet4f> {
  typedef float type;
  enum {
    size = 4,
    alignment = Aligned16,
    vectorizable = true,
    masked_load_available = false,
    masked_store_available = false
  };
  typedef Packet4f half;
};
template <>
struct unpacket_traits<Packet2d> {
  typedef double type;
  enum {
    size = 2,
    alignment = Aligned16,
    vectorizable = true,
    masked_load_available = false,
    masked_store_available = false
  };
  typedef Packet2d half;
};
 
/* Forward declaration */
EIGEN_DEVICE_FUNC inline void ptranspose(PacketBlock<Packet4f, 4>& kernel);
 
inline std::ostream& operator<<(std::ostream& s, const Packet4i& v) {
  Packet vt;
  vt.v4i = v;
  s << vt.i[0] << ", " << vt.i[1] << ", " << vt.i[2] << ", " << vt.i[3];
  return s;
}
 
inline std::ostream& operator<<(std::ostream& s, const Packet4ui& v) {
  Packet vt;
  vt.v4ui = v;
  s << vt.ui[0] << ", " << vt.ui[1] << ", " << vt.ui[2] << ", " << vt.ui[3];
  return s;
}
 
inline std::ostream& operator<<(std::ostream& s, const Packet2l& v) {
  Packet vt;
  vt.v2l = v;
  s << vt.l[0] << ", " << vt.l[1];
  return s;
}
 
inline std::ostream& operator<<(std::ostream& s, const Packet2ul& v) {
  Packet vt;
  vt.v2ul = v;
  s << vt.ul[0] << ", " << vt.ul[1];
  return s;
}
 
inline std::ostream& operator<<(std::ostream& s, const Packet2d& v) {
  Packet vt;
  vt.v2d = v;
  s << vt.d[0] << ", " << vt.d[1];
  return s;
}
 
#if !defined(__ARCH__) || (defined(__ARCH__) && __ARCH__ >= 12)
inline std::ostream& operator<<(std::ostream& s, const Packet4f& v) {
  Packet vt;
  vt.v4f = v;
  s << vt.f[0] << ", " << vt.f[1] << ", " << vt.f[2] << ", " << vt.f[3];
  return s;
}
#endif
 
template <>
EIGEN_STRONG_INLINE Packet4i pload<Packet4i>(const int* from) {
  // FIXME: No intrinsic yet
  EIGEN_DEBUG_ALIGNED_LOAD
  Packet* vfrom;
  vfrom = (Packet*)from;
  return vfrom->v4i;
}
 
template <>
EIGEN_STRONG_INLINE Packet2d pload<Packet2d>(const double* from) {
  // FIXME: No intrinsic yet
  EIGEN_DEBUG_ALIGNED_LOAD
  Packet* vfrom;
  vfrom = (Packet*)from;
  return vfrom->v2d;
}
 
template <>
EIGEN_STRONG_INLINE void pstore<int>(int* to, const Packet4i& from) {
  // FIXME: No intrinsic yet
  EIGEN_DEBUG_ALIGNED_STORE
  Packet* vto;
  vto = (Packet*)to;
  vto->v4i = from;
}
 
template <>
EIGEN_STRONG_INLINE void pstore<double>(double* to, const Packet2d& from) {
  // FIXME: No intrinsic yet
  EIGEN_DEBUG_ALIGNED_STORE
  Packet* vto;
  vto = (Packet*)to;
  vto->v2d = from;
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pset1<Packet4i>(const int& from) {
  return vec_splats(from);
}
template <>
EIGEN_STRONG_INLINE Packet2d pset1<Packet2d>(const double& from) {
  return vec_splats(from);
}
 
template <>
EIGEN_STRONG_INLINE void pbroadcast4<Packet4i>(const int* a, Packet4i& a0, Packet4i& a1, Packet4i& a2, Packet4i& a3) {
  a3 = pload<Packet4i>(a);
  a0 = vec_splat(a3, 0);
  a1 = vec_splat(a3, 1);
  a2 = vec_splat(a3, 2);
  a3 = vec_splat(a3, 3);
}
 
template <>
EIGEN_STRONG_INLINE void pbroadcast4<Packet2d>(const double* a, Packet2d& a0, Packet2d& a1, Packet2d& a2,
                                               Packet2d& a3) {
  a1 = pload<Packet2d>(a);
  a0 = vec_splat(a1, 0);
  a1 = vec_splat(a1, 1);
  a3 = pload<Packet2d>(a + 2);
  a2 = vec_splat(a3, 0);
  a3 = vec_splat(a3, 1);
}
 
template <>
EIGEN_DEVICE_FUNC inline Packet4i pgather<int, Packet4i>(const int* from, Index stride) {
  EIGEN_ALIGN16 int ai[4];
  ai[0] = from[0 * stride];
  ai[1] = from[1 * stride];
  ai[2] = from[2 * stride];
  ai[3] = from[3 * stride];
  return pload<Packet4i>(ai);
}
 
template <>
EIGEN_DEVICE_FUNC inline Packet2d pgather<double, Packet2d>(const double* from, Index stride) {
  EIGEN_ALIGN16 double af[2];
  af[0] = from[0 * stride];
  af[1] = from[1 * stride];
  return pload<Packet2d>(af);
}
 
template <>
EIGEN_DEVICE_FUNC inline void pscatter<int, Packet4i>(int* to, const Packet4i& from, Index stride) {
  EIGEN_ALIGN16 int ai[4];
  pstore<int>((int*)ai, from);
  to[0 * stride] = ai[0];
  to[1 * stride] = ai[1];
  to[2 * stride] = ai[2];
  to[3 * stride] = ai[3];
}
 
template <>
EIGEN_DEVICE_FUNC inline void pscatter<double, Packet2d>(double* to, const Packet2d& from, Index stride) {
  EIGEN_ALIGN16 double af[2];
  pstore<double>(af, from);
  to[0 * stride] = af[0];
  to[1 * stride] = af[1];
}
 
template <>
EIGEN_STRONG_INLINE Packet4i padd<Packet4i>(const Packet4i& a, const Packet4i& b) {
  return (a + b);
}
template <>
EIGEN_STRONG_INLINE Packet2d padd<Packet2d>(const Packet2d& a, const Packet2d& b) {
  return (a + b);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i psub<Packet4i>(const Packet4i& a, const Packet4i& b) {
  return (a - b);
}
template <>
EIGEN_STRONG_INLINE Packet2d psub<Packet2d>(const Packet2d& a, const Packet2d& b) {
  return (a - b);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pmul<Packet4i>(const Packet4i& a, const Packet4i& b) {
  return (a * b);
}
template <>
EIGEN_STRONG_INLINE Packet2d pmul<Packet2d>(const Packet2d& a, const Packet2d& b) {
  return (a * b);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pdiv<Packet4i>(const Packet4i& a, const Packet4i& b) {
  return (a / b);
}
template <>
EIGEN_STRONG_INLINE Packet2d pdiv<Packet2d>(const Packet2d& a, const Packet2d& b) {
  return (a / b);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pnegate(const Packet4i& a) {
  return (-a);
}
template <>
EIGEN_STRONG_INLINE Packet2d pnegate(const Packet2d& a) {
  return (-a);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pconj(const Packet4i& a) {
  return a;
}
template <>
EIGEN_STRONG_INLINE Packet2d pconj(const Packet2d& a) {
  return a;
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pmadd(const Packet4i& a, const Packet4i& b, const Packet4i& c) {
  return padd<Packet4i>(pmul<Packet4i>(a, b), c);
}
template <>
EIGEN_STRONG_INLINE Packet2d pmadd(const Packet2d& a, const Packet2d& b, const Packet2d& c) {
  return vec_madd(a, b, c);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i plset<Packet4i>(const int& a) {
  return padd<Packet4i>(pset1<Packet4i>(a), p4i_COUNTDOWN);
}
template <>
EIGEN_STRONG_INLINE Packet2d plset<Packet2d>(const double& a) {
  return padd<Packet2d>(pset1<Packet2d>(a), p2d_COUNTDOWN);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pmin<Packet4i>(const Packet4i& a, const Packet4i& b) {
  return vec_min(a, b);
}
template <>
EIGEN_STRONG_INLINE Packet2d pmin<Packet2d>(const Packet2d& a, const Packet2d& b) {
  return vec_min(a, b);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pmax<Packet4i>(const Packet4i& a, const Packet4i& b) {
  return vec_max(a, b);
}
template <>
EIGEN_STRONG_INLINE Packet2d pmax<Packet2d>(const Packet2d& a, const Packet2d& b) {
  return vec_max(a, b);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pand<Packet4i>(const Packet4i& a, const Packet4i& b) {
  return vec_and(a, b);
}
template <>
EIGEN_STRONG_INLINE Packet2d pand<Packet2d>(const Packet2d& a, const Packet2d& b) {
  return vec_and(a, b);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i por<Packet4i>(const Packet4i& a, const Packet4i& b) {
  return vec_or(a, b);
}
template <>
EIGEN_STRONG_INLINE Packet2d por<Packet2d>(const Packet2d& a, const Packet2d& b) {
  return vec_or(a, b);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pxor<Packet4i>(const Packet4i& a, const Packet4i& b) {
  return vec_xor(a, b);
}
template <>
EIGEN_STRONG_INLINE Packet2d pxor<Packet2d>(const Packet2d& a, const Packet2d& b) {
  return vec_xor(a, b);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pandnot<Packet4i>(const Packet4i& a, const Packet4i& b) {
  return pand<Packet4i>(a, vec_nor(b, b));
}
template <>
EIGEN_STRONG_INLINE Packet2d pandnot<Packet2d>(const Packet2d& a, const Packet2d& b) {
  return vec_and(a, vec_nor(b, b));
}
 
template <>
EIGEN_STRONG_INLINE Packet2d pround<Packet2d>(const Packet2d& a) {
  return vec_round(a);
}
template <>
EIGEN_STRONG_INLINE Packet2d pceil<Packet2d>(const Packet2d& a) {
  return vec_ceil(a);
}
template <>
EIGEN_STRONG_INLINE Packet2d pfloor<Packet2d>(const Packet2d& a) {
  return vec_floor(a);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i ploadu<Packet4i>(const int* from) {
  return pload<Packet4i>(from);
}
template <>
EIGEN_STRONG_INLINE Packet2d ploadu<Packet2d>(const double* from) {
  return pload<Packet2d>(from);
}
 
template <>
EIGEN_STRONG_INLINE Packet4i ploaddup<Packet4i>(const int* from) {
  Packet4i p = pload<Packet4i>(from);
  return vec_perm(p, p, p16uc_DUPLICATE32_HI);
}
 
template <>
EIGEN_STRONG_INLINE Packet2d ploaddup<Packet2d>(const double* from) {
  Packet2d p = pload<Packet2d>(from);
  return vec_perm(p, p, p16uc_PSET64_HI);
}
 
template <>
EIGEN_STRONG_INLINE void pstoreu<int>(int* to, const Packet4i& from) {
  pstore<int>(to, from);
}
template <>
EIGEN_STRONG_INLINE void pstoreu<double>(double* to, const Packet2d& from) {
  pstore<double>(to, from);
}
 
template <>
EIGEN_STRONG_INLINE void prefetch<int>(const int* addr) {
  EIGEN_ZVECTOR_PREFETCH(addr);
}
template <>
EIGEN_STRONG_INLINE void prefetch<double>(const double* addr) {
  EIGEN_ZVECTOR_PREFETCH(addr);
}
 
template <>
EIGEN_STRONG_INLINE int pfirst<Packet4i>(const Packet4i& a) {
  EIGEN_ALIGN16 int x[4];
  pstore(x, a);
  return x[0];
}
template <>
EIGEN_STRONG_INLINE double pfirst<Packet2d>(const Packet2d& a) {
  EIGEN_ALIGN16 double x[2];
  pstore(x, a);
  return x[0];
}
 
template <>
EIGEN_STRONG_INLINE Packet4i preverse(const Packet4i& a) {
  return reinterpret_cast<Packet4i>(
      vec_perm(reinterpret_cast<Packet16uc>(a), reinterpret_cast<Packet16uc>(a), p16uc_REVERSE32));
}
 
template <>
EIGEN_STRONG_INLINE Packet2d preverse(const Packet2d& a) {
  return reinterpret_cast<Packet2d>(
      vec_perm(reinterpret_cast<Packet16uc>(a), reinterpret_cast<Packet16uc>(a), p16uc_REVERSE64));
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pabs<Packet4i>(const Packet4i& a) {
  return vec_abs(a);
}
template <>
EIGEN_STRONG_INLINE Packet2d pabs<Packet2d>(const Packet2d& a) {
  return vec_abs(a);
}
 
template <>
EIGEN_STRONG_INLINE int predux<Packet4i>(const Packet4i& a) {
  Packet4i b, sum;
  b = vec_sld(a, a, 8);
  sum = padd<Packet4i>(a, b);
  b = vec_sld(sum, sum, 4);
  sum = padd<Packet4i>(sum, b);
  return pfirst(sum);
}
 
template <>
EIGEN_STRONG_INLINE double predux<Packet2d>(const Packet2d& a) {
  Packet2d b, sum;
  b = reinterpret_cast<Packet2d>(vec_sld(reinterpret_cast<Packet4i>(a), reinterpret_cast<Packet4i>(a), 8));
  sum = padd<Packet2d>(a, b);
  return pfirst(sum);
}
 
// Other reduction functions:
// mul
template <>
EIGEN_STRONG_INLINE int predux_mul<Packet4i>(const Packet4i& a) {
  EIGEN_ALIGN16 int aux[4];
  pstore(aux, a);
  return aux[0] * aux[1] * aux[2] * aux[3];
}
 
template <>
EIGEN_STRONG_INLINE double predux_mul<Packet2d>(const Packet2d& a) {
  return pfirst(
      pmul(a, reinterpret_cast<Packet2d>(vec_sld(reinterpret_cast<Packet4i>(a), reinterpret_cast<Packet4i>(a), 8))));
}
 
// min
template <>
EIGEN_STRONG_INLINE int predux_min<Packet4i>(const Packet4i& a) {
  Packet4i b, res;
  b = pmin<Packet4i>(a, vec_sld(a, a, 8));
  res = pmin<Packet4i>(b, vec_sld(b, b, 4));
  return pfirst(res);
}
 
template <>
EIGEN_STRONG_INLINE double predux_min<Packet2d>(const Packet2d& a) {
  return pfirst(pmin<Packet2d>(
      a, reinterpret_cast<Packet2d>(vec_sld(reinterpret_cast<Packet4i>(a), reinterpret_cast<Packet4i>(a), 8))));
}
 
// max
template <>
EIGEN_STRONG_INLINE int predux_max<Packet4i>(const Packet4i& a) {
  Packet4i b, res;
  b = pmax<Packet4i>(a, vec_sld(a, a, 8));
  res = pmax<Packet4i>(b, vec_sld(b, b, 4));
  return pfirst(res);
}
 
// max
template <>
EIGEN_STRONG_INLINE double predux_max<Packet2d>(const Packet2d& a) {
  return pfirst(pmax<Packet2d>(
      a, reinterpret_cast<Packet2d>(vec_sld(reinterpret_cast<Packet4i>(a), reinterpret_cast<Packet4i>(a), 8))));
}
 
EIGEN_DEVICE_FUNC inline void ptranspose(PacketBlock<Packet4i, 4>& kernel) {
  Packet4i t0 = vec_mergeh(kernel.packet[0], kernel.packet[2]);
  Packet4i t1 = vec_mergel(kernel.packet[0], kernel.packet[2]);
  Packet4i t2 = vec_mergeh(kernel.packet[1], kernel.packet[3]);
  Packet4i t3 = vec_mergel(kernel.packet[1], kernel.packet[3]);
  kernel.packet[0] = vec_mergeh(t0, t2);
  kernel.packet[1] = vec_mergel(t0, t2);
  kernel.packet[2] = vec_mergeh(t1, t3);
  kernel.packet[3] = vec_mergel(t1, t3);
}
 
EIGEN_DEVICE_FUNC inline void ptranspose(PacketBlock<Packet2d, 2>& kernel) {
  Packet2d t0 = vec_perm(kernel.packet[0], kernel.packet[1], p16uc_TRANSPOSE64_HI);
  Packet2d t1 = vec_perm(kernel.packet[0], kernel.packet[1], p16uc_TRANSPOSE64_LO);
  kernel.packet[0] = t0;
  kernel.packet[1] = t1;
}
 
template <>
EIGEN_STRONG_INLINE Packet4i pblend(const Selector<4>& ifPacket, const Packet4i& thenPacket,
                                    const Packet4i& elsePacket) {
  Packet4ui select = {ifPacket.select[0], ifPacket.select[1], ifPacket.select[2], ifPacket.select[3]};
  Packet4ui mask = vec_cmpeq(select, reinterpret_cast<Packet4ui>(p4i_ONE));
  return vec_sel(elsePacket, thenPacket, mask);
}
 
template <>
EIGEN_STRONG_INLINE Packet2d pblend(const Selector<2>& ifPacket, const Packet2d& thenPacket,
                                    const Packet2d& elsePacket) {
  Packet2ul select = {ifPacket.select[0], ifPacket.select[1]};
  Packet2ul mask = vec_cmpeq(select, reinterpret_cast<Packet2ul>(p2l_ONE));
  return vec_sel(elsePacket, thenPacket, mask);
}
 
/* z13 has no vector float support so we emulate that with double
   z14 has proper vector float support.
*/
#if !defined(__ARCH__) || (defined(__ARCH__) && __ARCH__ < 12)
/* Helper function to simulate a vec_splat_packet4f
 */
template <int element>
EIGEN_STRONG_INLINE Packet4f vec_splat_packet4f(const Packet4f& from) {
  Packet4f splat;
  switch (element) {
    case 0:
      splat.v4f[0] = vec_splat(from.v4f[0], 0);
      splat.v4f[1] = splat.v4f[0];
      break;
    case 1:
      splat.v4f[0] = vec_splat(from.v4f[0], 1);
      splat.v4f[1] = splat.v4f[0];
      break;
    case 2:
      splat.v4f[0] = vec_splat(from.v4f[1], 0);
      splat.v4f[1] = splat.v4f[0];
      break;
    case 3:
      splat.v4f[0] = vec_splat(from.v4f[1], 1);
      splat.v4f[1] = splat.v4f[0];
      break;
  }
  return splat;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pload<Packet4f>(const float* from) {
  // FIXME: No intrinsic yet
  EIGEN_DEBUG_ALIGNED_LOAD
  Packet4f vfrom;
  vfrom.v4f[0] = vec_ld2f(&from[0]);
  vfrom.v4f[1] = vec_ld2f(&from[2]);
  return vfrom;
}
 
template <>
EIGEN_STRONG_INLINE void pstore<float>(float* to, const Packet4f& from) {
  // FIXME: No intrinsic yet
  EIGEN_DEBUG_ALIGNED_STORE
  vec_st2f(from.v4f[0], &to[0]);
  vec_st2f(from.v4f[1], &to[2]);
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pset1<Packet4f>(const float& from) {
  Packet4f to;
  to.v4f[0] = pset1<Packet2d>(static_cast<const double&>(from));
  to.v4f[1] = to.v4f[0];
  return to;
}
 
template <>
EIGEN_STRONG_INLINE void pbroadcast4<Packet4f>(const float* a, Packet4f& a0, Packet4f& a1, Packet4f& a2, Packet4f& a3) {
  a3 = pload<Packet4f>(a);
  a0 = vec_splat_packet4f<0>(a3);
  a1 = vec_splat_packet4f<1>(a3);
  a2 = vec_splat_packet4f<2>(a3);
  a3 = vec_splat_packet4f<3>(a3);
}
 
template <>
EIGEN_DEVICE_FUNC inline Packet4f pgather<float, Packet4f>(const float* from, Index stride) {
  EIGEN_ALIGN16 float ai[4];
  ai[0] = from[0 * stride];
  ai[1] = from[1 * stride];
  ai[2] = from[2 * stride];
  ai[3] = from[3 * stride];
  return pload<Packet4f>(ai);
}
 
template <>
EIGEN_DEVICE_FUNC inline void pscatter<float, Packet4f>(float* to, const Packet4f& from, Index stride) {
  EIGEN_ALIGN16 float ai[4];
  pstore<float>((float*)ai, from);
  to[0 * stride] = ai[0];
  to[1 * stride] = ai[1];
  to[2 * stride] = ai[2];
  to[3 * stride] = ai[3];
}
 
template <>
EIGEN_STRONG_INLINE Packet4f padd<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f c;
  c.v4f[0] = a.v4f[0] + b.v4f[0];
  c.v4f[1] = a.v4f[1] + b.v4f[1];
  return c;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f psub<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f c;
  c.v4f[0] = a.v4f[0] - b.v4f[0];
  c.v4f[1] = a.v4f[1] - b.v4f[1];
  return c;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pmul<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f c;
  c.v4f[0] = a.v4f[0] * b.v4f[0];
  c.v4f[1] = a.v4f[1] * b.v4f[1];
  return c;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pdiv<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f c;
  c.v4f[0] = a.v4f[0] / b.v4f[0];
  c.v4f[1] = a.v4f[1] / b.v4f[1];
  return c;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pnegate(const Packet4f& a) {
  Packet4f c;
  c.v4f[0] = -a.v4f[0];
  c.v4f[1] = -a.v4f[1];
  return c;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pmadd(const Packet4f& a, const Packet4f& b, const Packet4f& c) {
  Packet4f res;
  res.v4f[0] = vec_madd(a.v4f[0], b.v4f[0], c.v4f[0]);
  res.v4f[1] = vec_madd(a.v4f[1], b.v4f[1], c.v4f[1]);
  return res;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pmin<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f res;
  res.v4f[0] = pmin(a.v4f[0], b.v4f[0]);
  res.v4f[1] = pmin(a.v4f[1], b.v4f[1]);
  return res;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pmax<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f res;
  res.v4f[0] = pmax(a.v4f[0], b.v4f[0]);
  res.v4f[1] = pmax(a.v4f[1], b.v4f[1]);
  return res;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pand<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f res;
  res.v4f[0] = pand(a.v4f[0], b.v4f[0]);
  res.v4f[1] = pand(a.v4f[1], b.v4f[1]);
  return res;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f por<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f res;
  res.v4f[0] = por(a.v4f[0], b.v4f[0]);
  res.v4f[1] = por(a.v4f[1], b.v4f[1]);
  return res;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pxor<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f res;
  res.v4f[0] = pxor(a.v4f[0], b.v4f[0]);
  res.v4f[1] = pxor(a.v4f[1], b.v4f[1]);
  return res;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pandnot<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f res;
  res.v4f[0] = pandnot(a.v4f[0], b.v4f[0]);
  res.v4f[1] = pandnot(a.v4f[1], b.v4f[1]);
  return res;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pround<Packet4f>(const Packet4f& a) {
  Packet4f res;
  res.v4f[0] = vec_round(a.v4f[0]);
  res.v4f[1] = vec_round(a.v4f[1]);
  return res;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pceil<Packet4f>(const Packet4f& a) {
  Packet4f res;
  res.v4f[0] = vec_ceil(a.v4f[0]);
  res.v4f[1] = vec_ceil(a.v4f[1]);
  return res;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pfloor<Packet4f>(const Packet4f& a) {
  Packet4f res;
  res.v4f[0] = vec_floor(a.v4f[0]);
  res.v4f[1] = vec_floor(a.v4f[1]);
  return res;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f ploaddup<Packet4f>(const float* from) {
  Packet4f p = pload<Packet4f>(from);
  p.v4f[1] = vec_splat(p.v4f[0], 1);
  p.v4f[0] = vec_splat(p.v4f[0], 0);
  return p;
}
 
template <>
EIGEN_STRONG_INLINE float pfirst<Packet4f>(const Packet4f& a) {
  EIGEN_ALIGN16 float x[2];
  vec_st2f(a.v4f[0], &x[0]);
  return x[0];
}
 
template <>
EIGEN_STRONG_INLINE Packet4f preverse(const Packet4f& a) {
  Packet4f rev;
  rev.v4f[0] = preverse<Packet2d>(a.v4f[1]);
  rev.v4f[1] = preverse<Packet2d>(a.v4f[0]);
  return rev;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pabs<Packet4f>(const Packet4f& a) {
  Packet4f res;
  res.v4f[0] = pabs(a.v4f[0]);
  res.v4f[1] = pabs(a.v4f[1]);
  return res;
}
 
template <>
EIGEN_STRONG_INLINE float predux<Packet4f>(const Packet4f& a) {
  Packet2d sum;
  sum = padd<Packet2d>(a.v4f[0], a.v4f[1]);
  double first = predux<Packet2d>(sum);
  return static_cast<float>(first);
}
 
template <>
EIGEN_STRONG_INLINE float predux_mul<Packet4f>(const Packet4f& a) {
  // Return predux_mul<Packet2d> of the subvectors product
  return static_cast<float>(pfirst(predux_mul(pmul(a.v4f[0], a.v4f[1]))));
}
 
template <>
EIGEN_STRONG_INLINE float predux_min<Packet4f>(const Packet4f& a) {
  Packet2d b, res;
  b = pmin<Packet2d>(a.v4f[0], a.v4f[1]);
  res = pmin<Packet2d>(
      b, reinterpret_cast<Packet2d>(vec_sld(reinterpret_cast<Packet4i>(b), reinterpret_cast<Packet4i>(b), 8)));
  return static_cast<float>(pfirst(res));
}
 
template <>
EIGEN_STRONG_INLINE float predux_max<Packet4f>(const Packet4f& a) {
  Packet2d b, res;
  b = pmax<Packet2d>(a.v4f[0], a.v4f[1]);
  res = pmax<Packet2d>(
      b, reinterpret_cast<Packet2d>(vec_sld(reinterpret_cast<Packet4i>(b), reinterpret_cast<Packet4i>(b), 8)));
  return static_cast<float>(pfirst(res));
}
 
/* Split the Packet4f PacketBlock into 4 Packet2d PacketBlocks and transpose each one
 */
EIGEN_DEVICE_FUNC inline void ptranspose(PacketBlock<Packet4f, 4>& kernel) {
  PacketBlock<Packet2d, 2> t0, t1, t2, t3;
  // copy top-left 2x2 Packet2d block
  t0.packet[0] = kernel.packet[0].v4f[0];
  t0.packet[1] = kernel.packet[1].v4f[0];
 
  // copy top-right 2x2 Packet2d block
  t1.packet[0] = kernel.packet[0].v4f[1];
  t1.packet[1] = kernel.packet[1].v4f[1];
 
  // copy bottom-left 2x2 Packet2d block
  t2.packet[0] = kernel.packet[2].v4f[0];
  t2.packet[1] = kernel.packet[3].v4f[0];
 
  // copy bottom-right 2x2 Packet2d block
  t3.packet[0] = kernel.packet[2].v4f[1];
  t3.packet[1] = kernel.packet[3].v4f[1];
 
  // Transpose all 2x2 blocks
  ptranspose(t0);
  ptranspose(t1);
  ptranspose(t2);
  ptranspose(t3);
 
  // Copy back transposed blocks, but exchange t1 and t2 due to transposition
  kernel.packet[0].v4f[0] = t0.packet[0];
  kernel.packet[0].v4f[1] = t2.packet[0];
  kernel.packet[1].v4f[0] = t0.packet[1];
  kernel.packet[1].v4f[1] = t2.packet[1];
  kernel.packet[2].v4f[0] = t1.packet[0];
  kernel.packet[2].v4f[1] = t3.packet[0];
  kernel.packet[3].v4f[0] = t1.packet[1];
  kernel.packet[3].v4f[1] = t3.packet[1];
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pblend(const Selector<4>& ifPacket, const Packet4f& thenPacket,
                                    const Packet4f& elsePacket) {
  Packet2ul select_hi = {ifPacket.select[0], ifPacket.select[1]};
  Packet2ul select_lo = {ifPacket.select[2], ifPacket.select[3]};
  Packet2ul mask_hi = vec_cmpeq(select_hi, reinterpret_cast<Packet2ul>(p2l_ONE));
  Packet2ul mask_lo = vec_cmpeq(select_lo, reinterpret_cast<Packet2ul>(p2l_ONE));
  Packet4f result;
  result.v4f[0] = vec_sel(elsePacket.v4f[0], thenPacket.v4f[0], mask_hi);
  result.v4f[1] = vec_sel(elsePacket.v4f[1], thenPacket.v4f[1], mask_lo);
  return result;
}
 
template <>
Packet4f EIGEN_STRONG_INLINE pcmp_le<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f res;
  res.v4f[0] = pcmp_le(a.v4f[0], b.v4f[0]);
  res.v4f[1] = pcmp_le(a.v4f[1], b.v4f[1]);
  return res;
}
 
template <>
Packet4f EIGEN_STRONG_INLINE pcmp_lt<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f res;
  res.v4f[0] = pcmp_lt(a.v4f[0], b.v4f[0]);
  res.v4f[1] = pcmp_lt(a.v4f[1], b.v4f[1]);
  return res;
}
 
template <>
Packet4f EIGEN_STRONG_INLINE pcmp_eq<Packet4f>(const Packet4f& a, const Packet4f& b) {
  Packet4f res;
  res.v4f[0] = pcmp_eq(a.v4f[0], b.v4f[0]);
  res.v4f[1] = pcmp_eq(a.v4f[1], b.v4f[1]);
  return res;
}
 
#else
template <>
EIGEN_STRONG_INLINE Packet4f pload<Packet4f>(const float* from) {
  // FIXME: No intrinsic yet
  EIGEN_DEBUG_ALIGNED_LOAD
  Packet* vfrom;
  vfrom = (Packet*)from;
  return vfrom->v4f;
}
 
template <>
EIGEN_STRONG_INLINE void pstore<float>(float* to, const Packet4f& from) {
  // FIXME: No intrinsic yet
  EIGEN_DEBUG_ALIGNED_STORE
  Packet* vto;
  vto = (Packet*)to;
  vto->v4f = from;
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pset1<Packet4f>(const float& from) {
  return vec_splats(from);
}
 
template <>
EIGEN_STRONG_INLINE void pbroadcast4<Packet4f>(const float* a, Packet4f& a0, Packet4f& a1, Packet4f& a2, Packet4f& a3) {
  a3 = pload<Packet4f>(a);
  a0 = vec_splat(a3, 0);
  a1 = vec_splat(a3, 1);
  a2 = vec_splat(a3, 2);
  a3 = vec_splat(a3, 3);
}
 
template <>
EIGEN_DEVICE_FUNC inline Packet4f pgather<float, Packet4f>(const float* from, Index stride) {
  EIGEN_ALIGN16 float af[4];
  af[0] = from[0 * stride];
  af[1] = from[1 * stride];
  af[2] = from[2 * stride];
  af[3] = from[3 * stride];
  return pload<Packet4f>(af);
}
 
template <>
EIGEN_DEVICE_FUNC inline void pscatter<float, Packet4f>(float* to, const Packet4f& from, Index stride) {
  EIGEN_ALIGN16 float af[4];
  pstore<float>((float*)af, from);
  to[0 * stride] = af[0];
  to[1 * stride] = af[1];
  to[2 * stride] = af[2];
  to[3 * stride] = af[3];
}
 
template <>
EIGEN_STRONG_INLINE Packet4f padd<Packet4f>(const Packet4f& a, const Packet4f& b) {
  return (a + b);
}
template <>
EIGEN_STRONG_INLINE Packet4f psub<Packet4f>(const Packet4f& a, const Packet4f& b) {
  return (a - b);
}
template <>
EIGEN_STRONG_INLINE Packet4f pmul<Packet4f>(const Packet4f& a, const Packet4f& b) {
  return (a * b);
}
template <>
EIGEN_STRONG_INLINE Packet4f pdiv<Packet4f>(const Packet4f& a, const Packet4f& b) {
  return (a / b);
}
template <>
EIGEN_STRONG_INLINE Packet4f pnegate<Packet4f>(const Packet4f& a) {
  return (-a);
}
template <>
EIGEN_STRONG_INLINE Packet4f pconj<Packet4f>(const Packet4f& a) {
  return a;
}
template <>
EIGEN_STRONG_INLINE Packet4f pmadd<Packet4f>(const Packet4f& a, const Packet4f& b, const Packet4f& c) {
  return vec_madd(a, b, c);
}
template <>
EIGEN_STRONG_INLINE Packet4f pmin<Packet4f>(const Packet4f& a, const Packet4f& b) {
  return vec_min(a, b);
}
template <>
EIGEN_STRONG_INLINE Packet4f pmax<Packet4f>(const Packet4f& a, const Packet4f& b) {
  return vec_max(a, b);
}
template <>
EIGEN_STRONG_INLINE Packet4f pand<Packet4f>(const Packet4f& a, const Packet4f& b) {
  return vec_and(a, b);
}
template <>
EIGEN_STRONG_INLINE Packet4f por<Packet4f>(const Packet4f& a, const Packet4f& b) {
  return vec_or(a, b);
}
template <>
EIGEN_STRONG_INLINE Packet4f pxor<Packet4f>(const Packet4f& a, const Packet4f& b) {
  return vec_xor(a, b);
}
template <>
EIGEN_STRONG_INLINE Packet4f pandnot<Packet4f>(const Packet4f& a, const Packet4f& b) {
  return vec_and(a, vec_nor(b, b));
}
template <>
EIGEN_STRONG_INLINE Packet4f pround<Packet4f>(const Packet4f& a) {
  return vec_round(a);
}
template <>
EIGEN_STRONG_INLINE Packet4f pceil<Packet4f>(const Packet4f& a) {
  return vec_ceil(a);
}
template <>
EIGEN_STRONG_INLINE Packet4f pfloor<Packet4f>(const Packet4f& a) {
  return vec_floor(a);
}
template <>
EIGEN_STRONG_INLINE Packet4f pabs<Packet4f>(const Packet4f& a) {
  return vec_abs(a);
}
template <>
EIGEN_STRONG_INLINE float pfirst<Packet4f>(const Packet4f& a) {
  EIGEN_ALIGN16 float x[4];
  pstore(x, a);
  return x[0];
}
 
template <>
EIGEN_STRONG_INLINE Packet4f ploaddup<Packet4f>(const float* from) {
  Packet4f p = pload<Packet4f>(from);
  return vec_perm(p, p, p16uc_DUPLICATE32_HI);
}
 
template <>
EIGEN_STRONG_INLINE Packet4f preverse(const Packet4f& a) {
  return reinterpret_cast<Packet4f>(
      vec_perm(reinterpret_cast<Packet16uc>(a), reinterpret_cast<Packet16uc>(a), p16uc_REVERSE32));
}
 
template <>
EIGEN_STRONG_INLINE float predux<Packet4f>(const Packet4f& a) {
  Packet4f b, sum;
  b = vec_sld(a, a, 8);
  sum = padd<Packet4f>(a, b);
  b = vec_sld(sum, sum, 4);
  sum = padd<Packet4f>(sum, b);
  return pfirst(sum);
}
 
// Other reduction functions:
// mul
template <>
EIGEN_STRONG_INLINE float predux_mul<Packet4f>(const Packet4f& a) {
  Packet4f prod;
  prod = pmul(a, vec_sld(a, a, 8));
  return pfirst(pmul(prod, vec_sld(prod, prod, 4)));
}
 
// min
template <>
EIGEN_STRONG_INLINE float predux_min<Packet4f>(const Packet4f& a) {
  Packet4f b, res;
  b = pmin<Packet4f>(a, vec_sld(a, a, 8));
  res = pmin<Packet4f>(b, vec_sld(b, b, 4));
  return pfirst(res);
}
 
// max
template <>
EIGEN_STRONG_INLINE float predux_max<Packet4f>(const Packet4f& a) {
  Packet4f b, res;
  b = pmax<Packet4f>(a, vec_sld(a, a, 8));
  res = pmax<Packet4f>(b, vec_sld(b, b, 4));
  return pfirst(res);
}
 
EIGEN_DEVICE_FUNC inline void ptranspose(PacketBlock<Packet4f, 4>& kernel) {
  Packet4f t0 = vec_mergeh(kernel.packet[0], kernel.packet[2]);
  Packet4f t1 = vec_mergel(kernel.packet[0], kernel.packet[2]);
  Packet4f t2 = vec_mergeh(kernel.packet[1], kernel.packet[3]);
  Packet4f t3 = vec_mergel(kernel.packet[1], kernel.packet[3]);
  kernel.packet[0] = vec_mergeh(t0, t2);
  kernel.packet[1] = vec_mergel(t0, t2);
  kernel.packet[2] = vec_mergeh(t1, t3);
  kernel.packet[3] = vec_mergel(t1, t3);
}
 
template <>
EIGEN_STRONG_INLINE Packet4f pblend(const Selector<4>& ifPacket, const Packet4f& thenPacket,
                                    const Packet4f& elsePacket) {
  Packet4ui select = {ifPacket.select[0], ifPacket.select[1], ifPacket.select[2], ifPacket.select[3]};
  Packet4ui mask = vec_cmpeq(select, reinterpret_cast<Packet4ui>(p4i_ONE));
  return vec_sel(elsePacket, thenPacket, mask);
}
 
#endif
 
template <>
EIGEN_STRONG_INLINE void prefetch<float>(const float* addr) {
  EIGEN_ZVECTOR_PREFETCH(addr);
}
template <>
EIGEN_STRONG_INLINE Packet4f ploadu<Packet4f>(const float* from) {
  return pload<Packet4f>(from);
}
template <>
EIGEN_STRONG_INLINE void pstoreu<float>(float* to, const Packet4f& from) {
  pstore<float>(to, from);
}
template <>
EIGEN_STRONG_INLINE Packet4f plset<Packet4f>(const float& a) {
  return padd<Packet4f>(pset1<Packet4f>(a), p4f_COUNTDOWN);
}
 
}  // end namespace internal
 
}  // end namespace Eigen
 
#endif  // EIGEN_PACKET_MATH_ZVECTOR_H