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/******************************************************************************
*
* Project: GDAL Core
* Purpose: Inline C++ templates
* Author: Phil Vachon, <philippe at cowpig.ca>
*
******************************************************************************
* Copyright (c) 2009, Phil Vachon, <philippe at cowpig.ca>
* Copyright (c) 2025, Even Rouault, <even.rouault at spatialys.com>
*
* SPDX-License-Identifier: MIT
****************************************************************************/
#ifndef GDAL_PRIV_TEMPLATES_HPP_INCLUDED
#define GDAL_PRIV_TEMPLATES_HPP_INCLUDED
#include "cpl_port.h"
#include <algorithm>
#include <cmath>
#include <cstdint>
#include <limits>
#include <type_traits>
#include "cpl_float.h"
// Needs SSE2
#if defined(__x86_64) || defined(_M_X64) || defined(USE_SSE2) || \
defined(USE_NEON_OPTIMIZATIONS)
#ifdef USE_NEON_OPTIMIZATIONS
#include "include_sse2neon.h"
#else
#include <immintrin.h>
#endif
static inline void GDALCopyXMMToInt32(const __m128i xmm, void *pDest)
{
int n32 = _mm_cvtsi128_si32(xmm); // Extract lower 32 bit word
memcpy(pDest, &n32, sizeof(n32));
}
static inline void GDALCopyXMMToInt64(const __m128i xmm, void *pDest)
{
_mm_storel_epi64(reinterpret_cast<__m128i *>(pDest), xmm);
}
#if __SSSE3__
#include <tmmintrin.h>
#endif
#if defined(__SSE4_1__) || defined(__AVX__)
#include <smmintrin.h>
#endif
#ifdef __F16C__
#include <immintrin.h>
#endif
#endif
/************************************************************************/
/* GDALGetDataLimits() */
/************************************************************************/
/**
* Compute the limits of values that can be placed in Tout in terms of
* Tin. Usually used for output clamping, when the output data type's
* limits are stable relative to the input type (i.e. no roundoff error).
*
* @param tMaxValue the returned maximum value
* @param tMinValue the returned minimum value
*/
template <class Tin, class Tout>
inline void GDALGetDataLimits(Tin &tMaxValue, Tin &tMinValue)
{
tMaxValue = cpl::NumericLimits<Tin>::max();
tMinValue = cpl::NumericLimits<Tin>::lowest();
// Compute the actual minimum value of Tout in terms of Tin.
if constexpr (cpl::NumericLimits<Tout>::is_signed &&
cpl::NumericLimits<Tout>::is_integer)
{
// the minimum value is less than zero
// cppcheck-suppress knownConditionTrueFalse
if constexpr (cpl::NumericLimits<Tout>::digits <
cpl::NumericLimits<Tin>::digits ||
!cpl::NumericLimits<Tin>::is_integer)
{
// Tout is smaller than Tin, so we need to clamp values in input
// to the range of Tout's min/max values
if constexpr (cpl::NumericLimits<Tin>::is_signed)
{
tMinValue =
static_cast<Tin>(cpl::NumericLimits<Tout>::lowest());
}
tMaxValue = static_cast<Tin>(cpl::NumericLimits<Tout>::max());
}
}
else if constexpr (cpl::NumericLimits<Tout>::is_integer)
{
// the output is unsigned, so we just need to determine the max
if constexpr (!std::is_same_v<Tin, Tout> &&
cpl::NumericLimits<Tout>::digits <=
cpl::NumericLimits<Tin>::digits)
{
// Tout is smaller than Tin, so we need to clamp the input values
// to the range of Tout's max
tMaxValue = static_cast<Tin>(cpl::NumericLimits<Tout>::max());
}
tMinValue = 0;
}
}
/************************************************************************/
/* GDALClampValue() */
/************************************************************************/
/**
* Clamp values of type T to a specified range
*
* @param tValue the value
* @param tMax the max value
* @param tMin the min value
*/
template <class T>
inline T GDALClampValue(const T tValue, const T tMax, const T tMin)
{
return tValue > tMax ? tMax : tValue < tMin ? tMin : tValue;
}
/************************************************************************/
/* GDALClampDoubleValue() */
/************************************************************************/
/**
* Clamp double values to a specified range, this uses the same
* argument ordering as std::clamp, returns TRUE if the value was clamped.
*
* @param tValue the value
* @param tMin the min value
* @param tMax the max value
*
*/
template <class T2, class T3>
inline bool GDALClampDoubleValue(double &tValue, const T2 tMin, const T3 tMax)
{
const double tMin2{static_cast<double>(tMin)};
const double tMax2{static_cast<double>(tMax)};
if (tValue > tMax2 || tValue < tMin2)
{
tValue = tValue > tMax2 ? tMax2 : tValue < tMin2 ? tMin2 : tValue;
return true;
}
else
{
return false;
}
}
/************************************************************************/
/* GDALClampValueToType() */
/************************************************************************/
/**
* Clamp a value of type T to the limits of type TClamped.
*
* @param tValue the value
*/
template <class T, class TClamped> inline T GDALClampValueToType(T tValue)
{
T tMaxValue, tMinValue;
GDALGetDataLimits<T, TClamped>(tMaxValue, tMinValue);
return std::clamp(tValue, tMinValue, tMaxValue);
}
/************************************************************************/
/* GDALIsValueInRange() */
/************************************************************************/
/**
* Returns whether a value is in the type range.
* NaN is considered not to be in type range.
*
* @param dfValue the value
* @return whether the value is in the type range.
*/
template <class T> inline bool GDALIsValueInRange(double dfValue)
{
return dfValue >= static_cast<double>(cpl::NumericLimits<T>::lowest()) &&
dfValue <= static_cast<double>(cpl::NumericLimits<T>::max());
}
template <> inline bool GDALIsValueInRange<double>(double dfValue)
{
return !CPLIsNan(dfValue);
}
template <> inline bool GDALIsValueInRange<float>(double dfValue)
{
return CPLIsInf(dfValue) ||
(dfValue >=
-static_cast<double>(std::numeric_limits<float>::max()) &&
dfValue <= static_cast<double>(std::numeric_limits<float>::max()));
}
template <> inline bool GDALIsValueInRange<GFloat16>(double dfValue)
{
return CPLIsInf(dfValue) ||
(dfValue >= -cpl::NumericLimits<GFloat16>::max() &&
dfValue <= cpl::NumericLimits<GFloat16>::max());
}
template <> inline bool GDALIsValueInRange<int64_t>(double dfValue)
{
// Values in the range [INT64_MAX - 1023, INT64_MAX - 1]
// get converted to a double that once cast to int64_t is
// INT64_MAX + 1, hence the < strict comparison.
return dfValue >=
static_cast<double>(cpl::NumericLimits<int64_t>::lowest()) &&
dfValue < static_cast<double>(cpl::NumericLimits<int64_t>::max());
}
template <> inline bool GDALIsValueInRange<uint64_t>(double dfValue)
{
// Values in the range [UINT64_MAX - 2047, UINT64_MAX - 1]
// get converted to a double that once cast to uint64_t is
// UINT64_MAX + 1, hence the < strict comparison.
return dfValue >= 0 &&
dfValue < static_cast<double>(cpl::NumericLimits<uint64_t>::max());
}
/************************************************************************/
/* GDALIsValueExactAs() */
/************************************************************************/
/**
* Returns whether a value can be exactly represented on type T.
*
* That is static_cast\<double\>(static_cast\<T\>(dfValue)) is legal and is
* equal to dfValue.
*
* Note: for T=float or double, a NaN input leads to true
*
* @param dfValue the value
* @return whether the value can be exactly represented on type T.
*/
template <class T> inline bool GDALIsValueExactAs(double dfValue)
{
return GDALIsValueInRange<T>(dfValue) &&
static_cast<double>(static_cast<T>(dfValue)) == dfValue;
}
template <> inline bool GDALIsValueExactAs<float>(double dfValue)
{
return CPLIsNan(dfValue) ||
(GDALIsValueInRange<float>(dfValue) &&
static_cast<double>(static_cast<float>(dfValue)) == dfValue);
}
template <> inline bool GDALIsValueExactAs<GFloat16>(double dfValue)
{
return CPLIsNan(dfValue) ||
(GDALIsValueInRange<GFloat16>(dfValue) &&
static_cast<double>(static_cast<GFloat16>(dfValue)) == dfValue);
}
template <> inline bool GDALIsValueExactAs<double>(double)
{
return true;
}
/************************************************************************/
/* GDALCopyWord() */
/************************************************************************/
// Integer input and output: clamp the input
template <class Tin, class Tout> struct sGDALCopyWord
{
static inline void f(const Tin tValueIn, Tout &tValueOut)
{
Tin tMaxVal, tMinVal;
GDALGetDataLimits<Tin, Tout>(tMaxVal, tMinVal);
tValueOut =
static_cast<Tout>(GDALClampValue(tValueIn, tMaxVal, tMinVal));
}
};
// Integer input and floating point output: simply convert
template <class Tin> struct sGDALCopyWord<Tin, GFloat16>
{
static inline void f(const Tin tValueIn, GFloat16 &hfValueOut)
{
hfValueOut = static_cast<GFloat16>(tValueIn);
}
};
template <class Tin> struct sGDALCopyWord<Tin, float>
{
static inline void f(const Tin tValueIn, float &fValueOut)
{
fValueOut = static_cast<float>(tValueIn);
}
};
template <class Tin> struct sGDALCopyWord<Tin, double>
{
static inline void f(const Tin tValueIn, double &dfValueOut)
{
dfValueOut = static_cast<double>(tValueIn);
}
};
// Floating point input and output, converting between identical types: simply copy
template <> struct sGDALCopyWord<GFloat16, GFloat16>
{
static inline void f(const GFloat16 hfValueIn, GFloat16 &hfValueOut)
{
hfValueOut = hfValueIn;
}
};
template <> struct sGDALCopyWord<float, float>
{
static inline void f(const float fValueIn, float &fValueOut)
{
fValueOut = fValueIn;
}
};
template <> struct sGDALCopyWord<double, double>
{
static inline void f(const double dfValueIn, double &dfValueOut)
{
dfValueOut = dfValueIn;
}
};
// Floating point input and output, converting to a larger type: use implicit conversion
template <> struct sGDALCopyWord<GFloat16, float>
{
static inline void f(const GFloat16 hfValueIn, float &dfValueOut)
{
dfValueOut = hfValueIn;
}
};
template <> struct sGDALCopyWord<GFloat16, double>
{
static inline void f(const GFloat16 hfValueIn, double &dfValueOut)
{
dfValueOut = hfValueIn;
}
};
template <> struct sGDALCopyWord<float, double>
{
static inline void f(const float fValueIn, double &dfValueOut)
{
dfValueOut = static_cast<double>(fValueIn);
}
};
// Floating point input and out, converting to a smaller type: ensure overflow results in infinity
template <> struct sGDALCopyWord<float, GFloat16>
{
static inline void f(const float fValueIn, GFloat16 &hfValueOut)
{
// Our custom implementation when std::float16_t is not
// available ensures proper behavior.
#if !defined(HAVE_STD_FLOAT16_T)
if (fValueIn > cpl::NumericLimits<GFloat16>::max())
{
hfValueOut = cpl::NumericLimits<GFloat16>::infinity();
return;
}
if (fValueIn < -cpl::NumericLimits<GFloat16>::max())
{
hfValueOut = -cpl::NumericLimits<GFloat16>::infinity();
return;
}
#endif
hfValueOut = static_cast<GFloat16>(fValueIn);
}
};
template <> struct sGDALCopyWord<double, GFloat16>
{
static inline void f(const double dfValueIn, GFloat16 &hfValueOut)
{
// Our custom implementation when std::float16_t is not
// available ensures proper behavior.
#if !defined(HAVE_STD_FLOAT16_T)
if (dfValueIn > cpl::NumericLimits<GFloat16>::max())
{
hfValueOut = cpl::NumericLimits<GFloat16>::infinity();
return;
}
if (dfValueIn < -cpl::NumericLimits<GFloat16>::max())
{
hfValueOut = -cpl::NumericLimits<GFloat16>::infinity();
return;
}
#endif
hfValueOut = static_cast<GFloat16>(dfValueIn);
}
};
template <> struct sGDALCopyWord<double, float>
{
static inline void f(const double dfValueIn, float &fValueOut)
{
#if defined(__x86_64) || defined(_M_X64) || defined(USE_SSE2)
// We could just write fValueOut = static_cast<float>(dfValueIn);
// but a sanitizer might complain with values above FLT_MAX
_mm_store_ss(&fValueOut,
_mm_cvtsd_ss(_mm_undefined_ps(), _mm_load_sd(&dfValueIn)));
#else
if (dfValueIn > static_cast<double>(std::numeric_limits<float>::max()))
{
fValueOut = std::numeric_limits<float>::infinity();
return;
}
if (dfValueIn < static_cast<double>(-std::numeric_limits<float>::max()))
{
fValueOut = -std::numeric_limits<float>::infinity();
return;
}
fValueOut = static_cast<float>(dfValueIn);
#endif
}
};
// Floating point input to a small unsigned integer type: nan becomes zero, otherwise round and clamp
template <class Tout> struct sGDALCopyWord<GFloat16, Tout>
{
static inline void f(const GFloat16 hfValueIn, Tout &tValueOut)
{
if (CPLIsNan(hfValueIn))
{
tValueOut = 0;
return;
}
GFloat16 hfMaxVal, hfMinVal;
GDALGetDataLimits<GFloat16, Tout>(hfMaxVal, hfMinVal);
tValueOut = static_cast<Tout>(
GDALClampValue(hfValueIn + GFloat16(0.5f), hfMaxVal, hfMinVal));
}
};
template <class Tout> struct sGDALCopyWord<float, Tout>
{
static inline void f(const float fValueIn, Tout &tValueOut)
{
if (CPLIsNan(fValueIn))
{
tValueOut = 0;
return;
}
float fMaxVal, fMinVal;
GDALGetDataLimits<float, Tout>(fMaxVal, fMinVal);
tValueOut = static_cast<Tout>(
GDALClampValue(fValueIn + 0.5f, fMaxVal, fMinVal));
}
};
template <class Tout> struct sGDALCopyWord<double, Tout>
{
static inline void f(const double dfValueIn, Tout &tValueOut)
{
if (CPLIsNan(dfValueIn))
{
tValueOut = 0;
return;
}
double dfMaxVal, dfMinVal;
GDALGetDataLimits<double, Tout>(dfMaxVal, dfMinVal);
tValueOut = static_cast<Tout>(
GDALClampValue(dfValueIn + 0.5, dfMaxVal, dfMinVal));
}
};
// Floating point input to a large unsigned integer type: nan becomes zero, otherwise round and clamp.
// Avoid roundoff while clamping.
template <> struct sGDALCopyWord<GFloat16, std::uint64_t>
{
static inline void f(const GFloat16 hfValueIn, std::uint64_t &nValueOut)
{
if (!(hfValueIn > 0))
{
nValueOut = 0;
}
else if (CPLIsInf(hfValueIn))
{
nValueOut = cpl::NumericLimits<std::uint64_t>::max();
}
else
{
nValueOut = static_cast<std::uint64_t>(hfValueIn + GFloat16(0.5f));
}
}
};
template <> struct sGDALCopyWord<float, unsigned int>
{
static inline void f(const float fValueIn, unsigned int &nValueOut)
{
if (!(fValueIn > 0))
{
nValueOut = 0;
}
else if (fValueIn >=
static_cast<float>(cpl::NumericLimits<unsigned int>::max()))
{
nValueOut = cpl::NumericLimits<unsigned int>::max();
}
else
{
nValueOut = static_cast<unsigned int>(fValueIn + 0.5f);
}
}
};
template <> struct sGDALCopyWord<float, std::uint64_t>
{
static inline void f(const float fValueIn, std::uint64_t &nValueOut)
{
if (!(fValueIn > 0))
{
nValueOut = 0;
}
else if (fValueIn >=
static_cast<float>(cpl::NumericLimits<std::uint64_t>::max()))
{
nValueOut = cpl::NumericLimits<std::uint64_t>::max();
}
else
{
nValueOut = static_cast<std::uint64_t>(fValueIn + 0.5f);
}
}
};
template <> struct sGDALCopyWord<double, std::uint64_t>
{
static inline void f(const double dfValueIn, std::uint64_t &nValueOut)
{
if (!(dfValueIn > 0))
{
nValueOut = 0;
}
else if (dfValueIn >
static_cast<double>(cpl::NumericLimits<uint64_t>::max()))
{
nValueOut = cpl::NumericLimits<uint64_t>::max();
}
else
{
nValueOut = static_cast<std::uint64_t>(dfValueIn + 0.5);
}
}
};
// Floating point input to a very large unsigned integer type: nan becomes zero, otherwise round and clamp.
// Avoid infinity while clamping when the maximum integer is too large for the floating-point type.
// Avoid roundoff while clamping.
template <> struct sGDALCopyWord<GFloat16, unsigned short>
{
static inline void f(const GFloat16 hfValueIn, unsigned short &nValueOut)
{
if (!(hfValueIn > 0))
{
nValueOut = 0;
}
else if (CPLIsInf(hfValueIn))
{
nValueOut = cpl::NumericLimits<unsigned short>::max();
}
else
{
nValueOut = static_cast<unsigned short>(hfValueIn + GFloat16(0.5f));
}
}
};
template <> struct sGDALCopyWord<GFloat16, unsigned int>
{
static inline void f(const GFloat16 hfValueIn, unsigned int &nValueOut)
{
if (!(hfValueIn > 0))
{
nValueOut = 0;
}
else if (CPLIsInf(hfValueIn))
{
nValueOut = cpl::NumericLimits<unsigned int>::max();
}
else
{
nValueOut = static_cast<unsigned int>(hfValueIn + GFloat16(0.5f));
}
}
};
// Floating point input to a small signed integer type: nan becomes zero, otherwise round and clamp.
// Rounding for signed integers is different than for the unsigned integers above.
template <> struct sGDALCopyWord<GFloat16, signed char>
{
static inline void f(const GFloat16 hfValueIn, signed char &nValueOut)
{
if (CPLIsNan(hfValueIn))
{
nValueOut = 0;
return;
}
GFloat16 hfMaxVal, hfMinVal;
GDALGetDataLimits<GFloat16, signed char>(hfMaxVal, hfMinVal);
GFloat16 hfValue = hfValueIn >= GFloat16(0.0f)
? hfValueIn + GFloat16(0.5f)
: hfValueIn - GFloat16(0.5f);
nValueOut = static_cast<signed char>(
GDALClampValue(hfValue, hfMaxVal, hfMinVal));
}
};
template <> struct sGDALCopyWord<float, signed char>
{
static inline void f(const float fValueIn, signed char &nValueOut)
{
if (CPLIsNan(fValueIn))
{
nValueOut = 0;
return;
}
float fMaxVal, fMinVal;
GDALGetDataLimits<float, signed char>(fMaxVal, fMinVal);
float fValue = fValueIn >= 0.0f ? fValueIn + 0.5f : fValueIn - 0.5f;
nValueOut =
static_cast<signed char>(GDALClampValue(fValue, fMaxVal, fMinVal));
}
};
template <> struct sGDALCopyWord<float, short>
{
static inline void f(const float fValueIn, short &nValueOut)
{
if (CPLIsNan(fValueIn))
{
nValueOut = 0;
return;
}
float fMaxVal, fMinVal;
GDALGetDataLimits<float, short>(fMaxVal, fMinVal);
float fValue = fValueIn >= 0.0f ? fValueIn + 0.5f : fValueIn - 0.5f;
nValueOut =
static_cast<short>(GDALClampValue(fValue, fMaxVal, fMinVal));
}
};
template <> struct sGDALCopyWord<double, signed char>
{
static inline void f(const double dfValueIn, signed char &nValueOut)
{
if (CPLIsNan(dfValueIn))
{
nValueOut = 0;
return;
}
double dfMaxVal, dfMinVal;
GDALGetDataLimits<double, signed char>(dfMaxVal, dfMinVal);
double dfValue = dfValueIn > 0.0 ? dfValueIn + 0.5 : dfValueIn - 0.5;
nValueOut = static_cast<signed char>(
GDALClampValue(dfValue, dfMaxVal, dfMinVal));
}
};
template <> struct sGDALCopyWord<double, short>
{
static inline void f(const double dfValueIn, short &nValueOut)
{
if (CPLIsNan(dfValueIn))
{
nValueOut = 0;
return;
}
double dfMaxVal, dfMinVal;
GDALGetDataLimits<double, short>(dfMaxVal, dfMinVal);
double dfValue = dfValueIn > 0.0 ? dfValueIn + 0.5 : dfValueIn - 0.5;
nValueOut =
static_cast<short>(GDALClampValue(dfValue, dfMaxVal, dfMinVal));
}
};
template <> struct sGDALCopyWord<double, int>
{
static inline void f(const double dfValueIn, int &nValueOut)
{
if (CPLIsNan(dfValueIn))
{
nValueOut = 0;
return;
}
double dfMaxVal, dfMinVal;
GDALGetDataLimits<double, int>(dfMaxVal, dfMinVal);
double dfValue = dfValueIn >= 0.0 ? dfValueIn + 0.5 : dfValueIn - 0.5;
nValueOut =
static_cast<int>(GDALClampValue(dfValue, dfMaxVal, dfMinVal));
}
};
// Floating point input to a large signed integer type: nan becomes zero, otherwise round and clamp.
// Rounding for signed integers is different than for the unsigned integers above.
// Avoid roundoff while clamping.
template <> struct sGDALCopyWord<GFloat16, short>
{
static inline void f(const GFloat16 hfValueIn, short &nValueOut)
{
if (CPLIsNan(hfValueIn))
{
nValueOut = 0;
}
else if (hfValueIn >=
static_cast<GFloat16>(cpl::NumericLimits<short>::max()))
{
nValueOut = cpl::NumericLimits<short>::max();
}
else if (hfValueIn <=
static_cast<GFloat16>(cpl::NumericLimits<short>::lowest()))
{
nValueOut = cpl::NumericLimits<short>::lowest();
}
else
{
nValueOut = static_cast<short>(hfValueIn > GFloat16(0.0f)
? hfValueIn + GFloat16(0.5f)
: hfValueIn - GFloat16(0.5f));
}
}
};
template <> struct sGDALCopyWord<float, int>
{
static inline void f(const float fValueIn, int &nValueOut)
{
if (CPLIsNan(fValueIn))
{
nValueOut = 0;
}
else if (fValueIn >= static_cast<float>(cpl::NumericLimits<int>::max()))
{
nValueOut = cpl::NumericLimits<int>::max();
}
else if (fValueIn <=
static_cast<float>(cpl::NumericLimits<int>::lowest()))
{
nValueOut = cpl::NumericLimits<int>::lowest();
}
else
{
nValueOut = static_cast<int>(fValueIn > 0.0f ? fValueIn + 0.5f
: fValueIn - 0.5f);
}
}
};
template <> struct sGDALCopyWord<float, std::int64_t>
{
static inline void f(const float fValueIn, std::int64_t &nValueOut)
{
if (CPLIsNan(fValueIn))
{
nValueOut = 0;
}
else if (fValueIn >=
static_cast<float>(cpl::NumericLimits<std::int64_t>::max()))
{
nValueOut = cpl::NumericLimits<std::int64_t>::max();
}
else if (fValueIn <=
static_cast<float>(cpl::NumericLimits<std::int64_t>::lowest()))
{
nValueOut = cpl::NumericLimits<std::int64_t>::lowest();
}
else
{
nValueOut = static_cast<std::int64_t>(
fValueIn > 0.0f ? fValueIn + 0.5f : fValueIn - 0.5f);
}
}
};
template <> struct sGDALCopyWord<double, std::int64_t>
{
static inline void f(const double dfValueIn, std::int64_t &nValueOut)
{
if (CPLIsNan(dfValueIn))
{
nValueOut = 0;
}
else if (dfValueIn >=
static_cast<double>(cpl::NumericLimits<std::int64_t>::max()))
{
nValueOut = cpl::NumericLimits<std::int64_t>::max();
}
else if (dfValueIn <=
static_cast<double>(cpl::NumericLimits<std::int64_t>::min()))
{
nValueOut = cpl::NumericLimits<std::int64_t>::min();
}
else
{
nValueOut = static_cast<std::int64_t>(
dfValueIn > 0.0 ? dfValueIn + 0.5 : dfValueIn - 0.5);
}
}
};
// Floating point input to a very large signed integer type: nan becomes zero, otherwise round and clamp.
// Rounding for signed integers is different than for the unsigned integers above.
// Avoid infinity while clamping when the maximum integer is too large for the floating-point type.
// Avoid roundoff while clamping.
template <> struct sGDALCopyWord<GFloat16, int>
{
static inline void f(const GFloat16 hfValueIn, int &nValueOut)
{
if (CPLIsNan(hfValueIn))
{
nValueOut = 0;
}
else if (CPLIsInf(hfValueIn))
{
nValueOut = hfValueIn > GFloat16(0.0f)
? cpl::NumericLimits<int>::max()
: cpl::NumericLimits<int>::lowest();
}
else
{
nValueOut = static_cast<int>(hfValueIn > GFloat16(0.0f)
? hfValueIn + GFloat16(0.5f)
: hfValueIn - GFloat16(0.5f));
}
}
};
template <> struct sGDALCopyWord<GFloat16, std::int64_t>
{
static inline void f(const GFloat16 hfValueIn, std::int64_t &nValueOut)
{
if (CPLIsNan(hfValueIn))
{
nValueOut = 0;
}
else if (CPLIsInf(hfValueIn))
{
nValueOut = hfValueIn > GFloat16(0.0f)
? cpl::NumericLimits<std::int64_t>::max()
: cpl::NumericLimits<std::int64_t>::lowest();
}
else
{
nValueOut = static_cast<std::int64_t>(
hfValueIn > GFloat16(0.0f) ? hfValueIn + GFloat16(0.5f)
: hfValueIn - GFloat16(0.5f));
}
}
};
/**
* Copy a single word, optionally rounding if appropriate (i.e. going
* from the float to the integer case). Note that this is the function
* you should specialize if you're adding a new data type.
*
* @param tValueIn value of type Tin; the input value to be converted
* @param tValueOut value of type Tout; the output value
*/
template <class Tin, class Tout>
inline void GDALCopyWord(const Tin tValueIn, Tout &tValueOut)
{
if constexpr (std::is_same<Tin, Tout>::value)
tValueOut = tValueIn;
else
sGDALCopyWord<Tin, Tout>::f(tValueIn, tValueOut);
}
/************************************************************************/
/* GDALCopy4Words() */
/************************************************************************/
/**
* Copy 4 packed words to 4 packed words, optionally rounding if appropriate
* (i.e. going from the float to the integer case).
*
* @param pValueIn pointer to 4 input values of type Tin.
* @param pValueOut pointer to 4 output values of type Tout.
*/
template <class Tin, class Tout>
inline void GDALCopy4Words(const Tin *pValueIn, Tout *const pValueOut)
{
GDALCopyWord(pValueIn[0], pValueOut[0]);
GDALCopyWord(pValueIn[1], pValueOut[1]);
GDALCopyWord(pValueIn[2], pValueOut[2]);
GDALCopyWord(pValueIn[3], pValueOut[3]);
}
/************************************************************************/
/* GDALCopy8Words() */
/************************************************************************/
/**
* Copy 8 packed words to 8 packed words, optionally rounding if appropriate
* (i.e. going from the float to the integer case).
*
* @param pValueIn pointer to 8 input values of type Tin.
* @param pValueOut pointer to 8 output values of type Tout.
*/
template <class Tin, class Tout>
inline void GDALCopy8Words(const Tin *pValueIn, Tout *const pValueOut)
{
GDALCopy4Words(pValueIn, pValueOut);
GDALCopy4Words(pValueIn + 4, pValueOut + 4);
}
// Needs SSE2
#if defined(__x86_64) || defined(_M_X64) || defined(USE_SSE2) || \
defined(USE_NEON_OPTIMIZATIONS)
#ifdef USE_NEON_OPTIMIZATIONS
inline __m128i _mm_cvttps_epi32_neon_no_post_correction(__m128 a)
{
float32x4_t f = vreinterpretq_f32_m128(a);
int32x4_t cvt = vcvtq_s32_f32(f);
return vreinterpretq_m128i_s32(cvt);
}
#endif
template <>
inline void GDALCopy4Words(const float *pValueIn, GByte *const pValueOut)
{
__m128 xmm = _mm_loadu_ps(pValueIn);
// The following clamping would be useless due to the final saturating
// packing if we could guarantee the input range in [INT_MIN,INT_MAX]
// Clamp to [UINT8_MIN, UINT8_MAX]
const __m128 p0d5 = _mm_set1_ps(0.5f);
const __m128 xmm_max = _mm_set1_ps(255);
xmm = _mm_add_ps(xmm, p0d5);
xmm = _mm_min_ps(_mm_max_ps(xmm, p0d5), xmm_max);
#ifdef USE_NEON_OPTIMIZATIONS
// Optimization to avoid useless clamping
__m128i xmm_i = _mm_cvttps_epi32_neon_no_post_correction(xmm);
#else
__m128i xmm_i = _mm_cvttps_epi32(xmm);
#endif
#if defined(__SSSE3__) || defined(USE_NEON_OPTIMIZATIONS)
xmm_i = _mm_shuffle_epi8(
xmm_i, _mm_cvtsi32_si128(0 | (4 << 8) | (8 << 16) | (12 << 24)));
#else
xmm_i = _mm_packs_epi32(xmm_i, xmm_i); // Pack int32 to int16
xmm_i = _mm_packus_epi16(xmm_i, xmm_i); // Pack int16 to uint8
#endif
GDALCopyXMMToInt32(xmm_i, pValueOut);
}
static inline __m128 AddDotZeroBias(__m128 xmm)
{
const __m128 zeroDotFive = _mm_set1_ps(0.5f);
const __m128 negativeZero = _mm_set1_ps(-0.0f);
// f >= 0 ? f + 0.5f : f - 0.5f
const __m128 bias = _mm_or_ps(zeroDotFive, _mm_and_ps(xmm, negativeZero));
xmm = _mm_add_ps(xmm, bias);
return xmm;
}
template <>
inline void GDALCopy4Words(const float *pValueIn, GInt8 *const pValueOut)
{
__m128 xmm = _mm_loadu_ps(pValueIn);
#if !defined(USE_NEON_OPTIMIZATIONS)
// Cast NaN to zero
xmm = _mm_andnot_ps(_mm_cmpunord_ps(xmm, xmm), xmm);
#endif
// Clamp to [INT8_MIN, INT8_MAX]
const __m128 xmm_min = _mm_set1_ps(-128);
const __m128 xmm_max = _mm_set1_ps(127);
xmm = _mm_min_ps(_mm_max_ps(xmm, xmm_min), xmm_max);
xmm = AddDotZeroBias(xmm);
#ifdef USE_NEON_OPTIMIZATIONS
// Optimization to avoid useless clamping
__m128i xmm_i = _mm_cvttps_epi32_neon_no_post_correction(xmm);
#else
__m128i xmm_i = _mm_cvttps_epi32(xmm);
#endif
#if defined(__SSSE3__) || defined(USE_NEON_OPTIMIZATIONS)
xmm_i = _mm_shuffle_epi8(
xmm_i, _mm_cvtsi32_si128(0 | (4 << 8) | (8 << 16) | (12 << 24)));
#else
xmm_i = _mm_packs_epi32(xmm_i, xmm_i); // Pack int32 to int16
xmm_i = _mm_packs_epi16(xmm_i, xmm_i); // Pack int16 to int8
#endif
GDALCopyXMMToInt32(xmm_i, pValueOut);
}
template <>
inline void GDALCopy4Words(const float *pValueIn, GInt16 *const pValueOut)
{
__m128 xmm = _mm_loadu_ps(pValueIn);
#if !defined(USE_NEON_OPTIMIZATIONS)
// Cast NaN to zero
xmm = _mm_andnot_ps(_mm_cmpunord_ps(xmm, xmm), xmm);
#endif
// Clamp to [INT16_MIN, INT16_MAX]
const __m128 xmm_min = _mm_set1_ps(-32768);
const __m128 xmm_max = _mm_set1_ps(32767);
xmm = _mm_min_ps(_mm_max_ps(xmm, xmm_min), xmm_max);
xmm = AddDotZeroBias(xmm);
#ifdef USE_NEON_OPTIMIZATIONS
// Optimization to avoid useless clamping
__m128i xmm_i = _mm_cvttps_epi32_neon_no_post_correction(xmm);
#else
__m128i xmm_i = _mm_cvttps_epi32(xmm);
#endif
xmm_i = _mm_packs_epi32(xmm_i, xmm_i); // Pack int32 to int16
GDALCopyXMMToInt64(xmm_i, pValueOut);
}
inline __m128i GDAL_mm_int32_to_uint16(__m128i xmm_i)
{
#if defined(__SSE4_1__) || defined(__AVX__) || defined(USE_NEON_OPTIMIZATIONS)
xmm_i = _mm_packus_epi32(xmm_i, xmm_i); // Pack int32 to uint16
#else
// Translate to int16 range because _mm_packus_epi32 is SSE4.1 only
xmm_i = _mm_add_epi32(xmm_i, _mm_set1_epi32(-32768));
xmm_i = _mm_packs_epi32(xmm_i, xmm_i); // Pack int32 to int16
// Translate back to uint16 range (actually -32768==32768 in int16)
xmm_i = _mm_add_epi16(xmm_i, _mm_set1_epi16(-32768));
#endif
return xmm_i;
}
inline __m128i GDAL_mm_packus_epi32(__m128i xmm_lo, __m128i xmm_hi)
{
#if defined(__SSE4_1__) || defined(__AVX__) || defined(USE_NEON_OPTIMIZATIONS)
auto xmm = _mm_packus_epi32(xmm_lo, xmm_hi); // Pack int32 to uint16
#else
// Translate to int16 range because _mm_packus_epi32 is SSE4.1 only
xmm_lo = _mm_add_epi32(xmm_lo, _mm_set1_epi32(-32768));
xmm_hi = _mm_add_epi32(xmm_hi, _mm_set1_epi32(-32768));
auto xmm = _mm_packs_epi32(xmm_lo, xmm_hi); // Pack int32 to int16
// Translate back to uint16 range (actually -32768==32768 in int16)
xmm = _mm_add_epi16(xmm, _mm_set1_epi16(-32768));
#endif
return xmm;
}
template <>
inline void GDALCopy4Words(const float *pValueIn, GUInt16 *const pValueOut)
{
__m128 xmm = _mm_loadu_ps(pValueIn);
// Clamp to [UINT16_MIN, UINT16_MAX]
const __m128 p0d5 = _mm_set1_ps(0.5f);
const __m128 xmm_max = _mm_set1_ps(65535);
xmm = _mm_add_ps(xmm, p0d5);
xmm = _mm_min_ps(_mm_max_ps(xmm, p0d5), xmm_max);
#ifdef USE_NEON_OPTIMIZATIONS
// Optimization to avoid useless clamping
__m128i xmm_i = _mm_cvttps_epi32_neon_no_post_correction(xmm);
#else
__m128i xmm_i = _mm_cvttps_epi32(xmm);
#endif
xmm_i = GDAL_mm_int32_to_uint16(xmm_i);
GDALCopyXMMToInt64(xmm_i, pValueOut);
}
static inline __m128i GDALIfThenElse(__m128i mask, __m128i thenVal,
__m128i elseVal)
{
#if defined(__SSE4_1__) || defined(__AVX__) || defined(USE_NEON_OPTIMIZATIONS)
return _mm_blendv_epi8(elseVal, thenVal, mask);
#else
return _mm_or_si128(_mm_and_si128(mask, thenVal),
_mm_andnot_si128(mask, elseVal));
#endif
}
template <>
inline void GDALCopy4Words(const float *pValueIn, GInt32 *const pValueOut)
{
__m128 xmm = _mm_loadu_ps(pValueIn);
#if !defined(USE_NEON_OPTIMIZATIONS)
// Cast NaN to zero
xmm = _mm_andnot_ps(_mm_cmpunord_ps(xmm, xmm), xmm);
#endif
xmm = AddDotZeroBias(xmm);
#ifdef USE_NEON_OPTIMIZATIONS
// Optimization to avoid useless clamping
__m128i xmm_i = _mm_cvttps_epi32_neon_no_post_correction(xmm);
#else
__m128i xmm_i = _mm_cvttps_epi32(xmm);
// Clamp to <= INT32_MAX
const __m128 xmm_max = _mm_set1_ps(2147483648.0f);
const __m128i xmm_i_max = _mm_set1_epi32(INT_MAX);
xmm_i = GDALIfThenElse(_mm_castps_si128(_mm_cmpge_ps(xmm, xmm_max)),
xmm_i_max, xmm_i);
#endif
_mm_storeu_si128(reinterpret_cast<__m128i *>(pValueOut), xmm_i);
}
static inline __m128 GDALIfThenElse(__m128 mask, __m128 thenVal, __m128 elseVal)
{
#if defined(__SSE4_1__) || defined(__AVX__) || defined(USE_NEON_OPTIMIZATIONS)
return _mm_blendv_ps(elseVal, thenVal, mask);
#else
return _mm_or_ps(_mm_and_ps(mask, thenVal), _mm_andnot_ps(mask, elseVal));
#endif
}
// ARM64 has an efficient instruction for Float32 -> Float16
#if !(defined(HAVE__FLOAT16) && \
(defined(__aarch64__) && defined(_M_ARM64))) && \
!(defined(__AVX2__) && defined(__F16C__))
inline __m128i GDALFourFloat32ToFloat16(__m128i xmm)
{
// Ported from https://github.com/simd-everywhere/simde/blob/51743e7920b6e867678cb50e9c62effe28f70b33/simde/simde-f16.h#L176
// to SSE2 in a branch-less way
// clang-format off
/* This code is CC0, based heavily on code by Fabian Giesen. */
const __m128i f32u_infinity = _mm_set1_epi32(255 << 23);
const __m128i f16u_max = _mm_set1_epi32((127 + 16) << 23);
const __m128i denorm_magic = _mm_set1_epi32(((127 - 15) + (23 - 10) + 1) << 23);
const auto sign = _mm_and_si128(xmm, _mm_set1_epi32(INT_MIN));
xmm = _mm_xor_si128(xmm, sign);
xmm = GDALIfThenElse(
_mm_cmpgt_epi32(xmm, f16u_max),
/* result is Inf or NaN (all exponent bits set) */
GDALIfThenElse(
_mm_cmpgt_epi32(xmm, f32u_infinity),
/* NaN->qNaN and Inf->Inf */
_mm_set1_epi32(0x7e00),
_mm_set1_epi32(0x7c00)),
/* (De)normalized number or zero */
GDALIfThenElse(
_mm_cmplt_epi32(xmm, _mm_set1_epi32(113 << 23)),
/* use a magic value to align our 10 mantissa bits at the bottom of
* the float. as long as FP addition is round-to-nearest-even this
* just works. */
_mm_sub_epi32(
_mm_castps_si128(_mm_add_ps(_mm_castsi128_ps(xmm),
_mm_castsi128_ps(denorm_magic))),
/* and one integer subtract of the bias later,
* we have our final float! */
denorm_magic
),
_mm_srli_epi32(
_mm_add_epi32(
/* update exponent, rounding bias part 1 */
// (unsigned)-0x37fff001 = ((unsigned)(15-127) << 23) + 0xfff
_mm_add_epi32(xmm, _mm_set1_epi32(-0x37fff001)),
/* rounding bias part 2, using mant_odd */
_mm_and_si128(_mm_srli_epi32(xmm, 13), _mm_set1_epi32(1))),
13
)
)
);
xmm = _mm_or_si128(xmm, _mm_srli_epi32(sign, 16));
// clang-format on
return xmm;
}
template <>
inline void GDALCopy8Words(const float *pValueIn, GFloat16 *const pValueOut)
{
__m128i xmm_lo =
GDALFourFloat32ToFloat16(_mm_castps_si128(_mm_loadu_ps(pValueIn)));
__m128i xmm_hi =
GDALFourFloat32ToFloat16(_mm_castps_si128(_mm_loadu_ps(pValueIn + 4)));
auto xmm = GDAL_mm_packus_epi32(xmm_lo, xmm_hi); // Pack int32 to uint16
_mm_storeu_si128(reinterpret_cast<__m128i *>(pValueOut), xmm);
}
#endif
template <>
inline void GDALCopy4Words(const double *pValueIn, float *const pValueOut)
{
const __m128d val01 = _mm_loadu_pd(pValueIn);
const __m128d val23 = _mm_loadu_pd(pValueIn + 2);
const __m128 val01_s = _mm_cvtpd_ps(val01);
const __m128 val23_s = _mm_cvtpd_ps(val23);
const __m128 val = _mm_movelh_ps(val01_s, val23_s);
_mm_storeu_ps(pValueOut, val);
}
template <>
inline void GDALCopy4Words(const double *pValueIn, GByte *const pValueOut)
{
const __m128d p0d5 = _mm_set1_pd(0.5);
const __m128d xmm_max = _mm_set1_pd(255);
__m128d val01 = _mm_loadu_pd(pValueIn);
__m128d val23 = _mm_loadu_pd(pValueIn + 2);
val01 = _mm_add_pd(val01, p0d5);
val01 = _mm_min_pd(_mm_max_pd(val01, p0d5), xmm_max);
val23 = _mm_add_pd(val23, p0d5);
val23 = _mm_min_pd(_mm_max_pd(val23, p0d5), xmm_max);
const __m128i val01_u32 = _mm_cvttpd_epi32(val01);
const __m128i val23_u32 = _mm_cvttpd_epi32(val23);
// Merge 4 int32 values into a single register
auto xmm_i = _mm_castpd_si128(_mm_shuffle_pd(
_mm_castsi128_pd(val01_u32), _mm_castsi128_pd(val23_u32), 0));
#if defined(__SSSE3__) || defined(USE_NEON_OPTIMIZATIONS)
xmm_i = _mm_shuffle_epi8(
xmm_i, _mm_cvtsi32_si128(0 | (4 << 8) | (8 << 16) | (12 << 24)));
#else
xmm_i = _mm_packs_epi32(xmm_i, xmm_i); // Pack int32 to int16
xmm_i = _mm_packus_epi16(xmm_i, xmm_i); // Pack int16 to uint8
#endif
GDALCopyXMMToInt32(xmm_i, pValueOut);
}
template <>
inline void GDALCopy4Words(const float *pValueIn, double *const pValueOut)
{
const __m128 valIn = _mm_loadu_ps(pValueIn);
_mm_storeu_pd(pValueOut, _mm_cvtps_pd(valIn));
_mm_storeu_pd(pValueOut + 2, _mm_cvtps_pd(_mm_movehl_ps(valIn, valIn)));
}
#ifdef __F16C__
template <>
inline void GDALCopy4Words(const GFloat16 *pValueIn, float *const pValueOut)
{
__m128i xmm = _mm_loadl_epi64(reinterpret_cast<const __m128i *>(pValueIn));
_mm_storeu_ps(pValueOut, _mm_cvtph_ps(xmm));
}
template <>
inline void GDALCopy4Words(const float *pValueIn, GFloat16 *const pValueOut)
{
__m128 xmm = _mm_loadu_ps(pValueIn);
GDALCopyXMMToInt64(_mm_cvtps_ph(xmm, _MM_FROUND_TO_NEAREST_INT), pValueOut);
}
template <>
inline void GDALCopy4Words(const GFloat16 *pValueIn, double *const pValueOut)
{
float tmp[4];
GDALCopy4Words(pValueIn, tmp);
GDALCopy4Words(tmp, pValueOut);
}
template <>
inline void GDALCopy4Words(const double *pValueIn, GFloat16 *const pValueOut)
{
float tmp[4];
GDALCopy4Words(pValueIn, tmp);
GDALCopy4Words(tmp, pValueOut);
}
// ARM64 has an efficient instruction for Float16 -> Float32/Float64
#elif !(defined(HAVE__FLOAT16) && (defined(__aarch64__) && defined(_M_ARM64)))
// Convert 4 float16 values to 4 float 32 values
// xmm must contain 4 float16 values stored in 32 bit each (with upper 16 bits at zero)
static inline __m128i GDALFourFloat16ToFloat32(__m128i xmm)
{
// Ported from https://github.com/simd-everywhere/simde/blob/51743e7920b6e867678cb50e9c62effe28f70b33/simde/simde-f16.h#L242C4-L242C68
// to SSE2 in a branch-less way
/* This code is CC0, based heavily on code by Fabian Giesen. */
const auto denorm_magic =
_mm_castsi128_ps(_mm_set1_epi32((128 - 15) << 23));
const auto shifted_exp =
_mm_set1_epi32(0x7c00 << 13); /* exponent mask after shift */
// Shift exponent and mantissa bits to their position in a float32
auto f32u = _mm_slli_epi32(_mm_and_si128(xmm, _mm_set1_epi32(0x7fff)), 13);
// Extract the (shifted) exponent
const auto exp = _mm_and_si128(shifted_exp, f32u);
// Adjust the exponent
const auto exp_adjustment = _mm_set1_epi32((127 - 15) << 23);
f32u = _mm_add_epi32(f32u, exp_adjustment);
const auto is_inf_nan = _mm_cmpeq_epi32(exp, shifted_exp); /* Inf/NaN? */
// When is_inf_nan is true: extra exponent adjustment
const auto f32u_inf_nan = _mm_add_epi32(f32u, exp_adjustment);
const auto is_denormal =
_mm_cmpeq_epi32(exp, _mm_setzero_si128()); /* Zero/Denormal? */
// When is_denormal is true:
auto f32u_denormal = _mm_add_epi32(f32u, _mm_set1_epi32(1 << 23));
f32u_denormal = _mm_castps_si128(
_mm_sub_ps(_mm_castsi128_ps(f32u_denormal), denorm_magic));
f32u = GDALIfThenElse(is_inf_nan, f32u_inf_nan, f32u);
f32u = GDALIfThenElse(is_denormal, f32u_denormal, f32u);
// Re-apply sign bit
f32u = _mm_or_si128(
f32u, _mm_slli_epi32(_mm_and_si128(xmm, _mm_set1_epi32(0x8000)), 16));
return f32u;
}
template <>
inline void GDALCopy8Words(const GFloat16 *pValueIn, float *const pValueOut)
{
__m128i xmm = _mm_loadu_si128(reinterpret_cast<const __m128i *>(pValueIn));
const auto xmm_0 =
GDALFourFloat16ToFloat32(_mm_unpacklo_epi16(xmm, _mm_setzero_si128()));
const auto xmm_1 =
GDALFourFloat16ToFloat32(_mm_unpackhi_epi16(xmm, _mm_setzero_si128()));
_mm_storeu_ps(pValueOut + 0, _mm_castsi128_ps(xmm_0));
_mm_storeu_ps(pValueOut + 4, _mm_castsi128_ps(xmm_1));
}
template <>
inline void GDALCopy8Words(const GFloat16 *pValueIn, double *const pValueOut)
{
__m128i xmm = _mm_loadu_si128(reinterpret_cast<const __m128i *>(pValueIn));
const auto xmm_0 = _mm_castsi128_ps(
GDALFourFloat16ToFloat32(_mm_unpacklo_epi16(xmm, _mm_setzero_si128())));
const auto xmm_1 = _mm_castsi128_ps(
GDALFourFloat16ToFloat32(_mm_unpackhi_epi16(xmm, _mm_setzero_si128())));
_mm_storeu_pd(pValueOut + 0, _mm_cvtps_pd(xmm_0));
_mm_storeu_pd(pValueOut + 2, _mm_cvtps_pd(_mm_movehl_ps(xmm_0, xmm_0)));
_mm_storeu_pd(pValueOut + 4, _mm_cvtps_pd(xmm_1));
_mm_storeu_pd(pValueOut + 6, _mm_cvtps_pd(_mm_movehl_ps(xmm_1, xmm_1)));
}
#endif // __F16C__
#ifdef __AVX2__
#include <immintrin.h>
template <>
inline void GDALCopy8Words(const double *pValueIn, float *const pValueOut)
{
const __m256d val0123 = _mm256_loadu_pd(pValueIn);
const __m256d val4567 = _mm256_loadu_pd(pValueIn + 4);
const __m256 val0123_s = _mm256_castps128_ps256(_mm256_cvtpd_ps(val0123));
const __m256 val4567_s = _mm256_castps128_ps256(_mm256_cvtpd_ps(val4567));
const __m256 val =
_mm256_permute2f128_ps(val0123_s, val4567_s, 0 | (2 << 4));
_mm256_storeu_ps(pValueOut, val);
}
template <>
inline void GDALCopy8Words(const float *pValueIn, double *const pValueOut)
{
const __m256 valIn = _mm256_loadu_ps(pValueIn);
_mm256_storeu_pd(pValueOut, _mm256_cvtps_pd(_mm256_castps256_ps128(valIn)));
_mm256_storeu_pd(pValueOut + 4,
_mm256_cvtps_pd(_mm256_castps256_ps128(
_mm256_permute2f128_ps(valIn, valIn, 1))));
}
#ifdef __F16C__
template <>
inline void GDALCopy8Words(const GFloat16 *pValueIn, float *const pValueOut)
{
__m128i xmm = _mm_loadu_si128(reinterpret_cast<const __m128i *>(pValueIn));
_mm256_storeu_ps(pValueOut, _mm256_cvtph_ps(xmm));
}
template <>
inline void GDALCopy8Words(const float *pValueIn, GFloat16 *const pValueOut)
{
__m256 ymm = _mm256_loadu_ps(pValueIn);
_mm_storeu_si128(reinterpret_cast<__m128i *>(pValueOut),
_mm256_cvtps_ph(ymm, _MM_FROUND_TO_NEAREST_INT));
}
template <>
inline void GDALCopy8Words(const GFloat16 *pValueIn, double *const pValueOut)
{
__m128i xmm = _mm_loadu_si128(reinterpret_cast<const __m128i *>(pValueIn));
const auto ymm = _mm256_cvtph_ps(xmm);
_mm256_storeu_pd(pValueOut, _mm256_cvtps_pd(_mm256_extractf128_ps(ymm, 0)));
_mm256_storeu_pd(pValueOut + 4,
_mm256_cvtps_pd(_mm256_extractf128_ps(ymm, 1)));
}
template <>
inline void GDALCopy8Words(const double *pValueIn, GFloat16 *const pValueOut)
{
__m256d ymm0 = _mm256_loadu_pd(pValueIn);
__m256d ymm1 = _mm256_loadu_pd(pValueIn + 4);
__m256 ymm = _mm256_set_m128(_mm256_cvtpd_ps(ymm1), _mm256_cvtpd_ps(ymm0));
_mm_storeu_si128(reinterpret_cast<__m128i *>(pValueOut),
_mm256_cvtps_ph(ymm, _MM_FROUND_TO_NEAREST_INT));
}
#endif
template <>
inline void GDALCopy8Words(const float *pValueIn, GByte *const pValueOut)
{
__m256 ymm = _mm256_loadu_ps(pValueIn);
const __m256 p0d5 = _mm256_set1_ps(0.5f);
const __m256 ymm_max = _mm256_set1_ps(255);
ymm = _mm256_add_ps(ymm, p0d5);
ymm = _mm256_min_ps(_mm256_max_ps(ymm, p0d5), ymm_max);
__m256i ymm_i = _mm256_cvttps_epi32(ymm);
ymm_i = _mm256_packus_epi32(ymm_i, ymm_i); // Pack int32 to uint16
ymm_i = _mm256_permute4x64_epi64(ymm_i, 0 | (2 << 2)); // AVX2
__m128i xmm_i = _mm256_castsi256_si128(ymm_i);
xmm_i = _mm_packus_epi16(xmm_i, xmm_i);
GDALCopyXMMToInt64(xmm_i, pValueOut);
}
template <>
inline void GDALCopy8Words(const float *pValueIn, GUInt16 *const pValueOut)
{
__m256 ymm = _mm256_loadu_ps(pValueIn);
const __m256 p0d5 = _mm256_set1_ps(0.5f);
const __m256 ymm_max = _mm256_set1_ps(65535);
ymm = _mm256_add_ps(ymm, p0d5);
ymm = _mm256_min_ps(_mm256_max_ps(ymm, p0d5), ymm_max);
__m256i ymm_i = _mm256_cvttps_epi32(ymm);
ymm_i = _mm256_packus_epi32(ymm_i, ymm_i); // Pack int32 to uint16
ymm_i = _mm256_permute4x64_epi64(ymm_i, 0 | (2 << 2)); // AVX2
_mm_storeu_si128(reinterpret_cast<__m128i *>(pValueOut),
_mm256_castsi256_si128(ymm_i));
}
#else
template <>
inline void GDALCopy8Words(const float *pValueIn, GUInt16 *const pValueOut)
{
__m128 xmm = _mm_loadu_ps(pValueIn);
__m128 xmm1 = _mm_loadu_ps(pValueIn + 4);
const __m128 p0d5 = _mm_set1_ps(0.5f);
const __m128 xmm_max = _mm_set1_ps(65535);
xmm = _mm_add_ps(xmm, p0d5);
xmm1 = _mm_add_ps(xmm1, p0d5);
xmm = _mm_min_ps(_mm_max_ps(xmm, p0d5), xmm_max);
xmm1 = _mm_min_ps(_mm_max_ps(xmm1, p0d5), xmm_max);
#ifdef USE_NEON_OPTIMIZATIONS
// Optimization to avoid useless clamping
__m128i xmm_i = _mm_cvttps_epi32_neon_no_post_correction(xmm);
__m128i xmm1_i = _mm_cvttps_epi32_neon_no_post_correction(xmm1);
#else
__m128i xmm_i = _mm_cvttps_epi32(xmm);
__m128i xmm1_i = _mm_cvttps_epi32(xmm1);
#endif
xmm_i = GDAL_mm_packus_epi32(xmm_i, xmm1_i); // Pack int32 to uint16
_mm_storeu_si128(reinterpret_cast<__m128i *>(pValueOut), xmm_i);
}
#endif
// ARM64 has an efficient instruction for Float64 -> Float16
#if !(defined(HAVE__FLOAT16) && \
(defined(__aarch64__) && defined(_M_ARM64))) && \
!(defined(__AVX2__) && defined(__F16C__))
template <>
inline void GDALCopy8Words(const double *pValueIn, GFloat16 *const pValueOut)
{
float fVal[8];
GDALCopy8Words(pValueIn, fVal);
GDALCopy8Words(fVal, pValueOut);
}
#endif
#endif // defined(__x86_64) || defined(_M_X64)
#endif // GDAL_PRIV_TEMPLATES_HPP_INCLUDED