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// Copyright (c) the JPEG XL Project Authors. All rights reserved.
//
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.
// Transfer functions for color encodings.
#if defined(LIB_JXL_CMS_TRANSFER_FUNCTIONS_INL_H_) == defined(HWY_TARGET_TOGGLE)
#ifdef LIB_JXL_CMS_TRANSFER_FUNCTIONS_INL_H_
#undef LIB_JXL_CMS_TRANSFER_FUNCTIONS_INL_H_
#else
#define LIB_JXL_CMS_TRANSFER_FUNCTIONS_INL_H_
#endif
#include <algorithm>
#include <cmath>
#include <hwy/highway.h>
#include "lib/jxl/base/compiler_specific.h"
#include "lib/jxl/base/fast_math-inl.h"
#include "lib/jxl/base/rational_polynomial-inl.h"
#include "lib/jxl/base/status.h"
#include "lib/jxl/cms/transfer_functions.h"
HWY_BEFORE_NAMESPACE();
namespace jxl {
namespace HWY_NAMESPACE {
// These templates are not found via ADL.
using hwy::HWY_NAMESPACE::And;
using hwy::HWY_NAMESPACE::AndNot;
using hwy::HWY_NAMESPACE::Gt;
using hwy::HWY_NAMESPACE::IfThenElse;
using hwy::HWY_NAMESPACE::Lt;
using hwy::HWY_NAMESPACE::Or;
using hwy::HWY_NAMESPACE::Sqrt;
using hwy::HWY_NAMESPACE::TableLookupBytes;
// Definitions for BT.2100-2 transfer functions (used inside/outside SIMD):
// "display" is linear light (nits) normalized to [0, 1].
// "encoded" is a nonlinear encoding (e.g. PQ) in [0, 1].
// "scene" is a linear function of photon counts, normalized to [0, 1].
// Despite the stated ranges, we need unbounded transfer functions: see
// http://www.littlecms.com/CIC18_UnboundedCMM.pdf. Inputs can be negative or
// above 1 due to chromatic adaptation. To avoid severe round-trip errors caused
// by clamping, we mirror negative inputs via copysign (f(-x) = -f(x), see
// https://developer.apple.com/documentation/coregraphics/cgcolorspace/1644735-extendedsrgb)
// and extend the function domains above 1.
// Hybrid Log-Gamma.
class TF_HLG : TF_HLG_Base {
public:
// Maximum error 5e-7.
template <class D, class V>
JXL_INLINE V EncodedFromDisplay(D d, V x) const {
const hwy::HWY_NAMESPACE::Rebind<uint32_t, D> du;
const V kSign = BitCast(d, Set(du, 0x80000000u));
const V original_sign = And(x, kSign);
x = AndNot(kSign, x); // abs
const V below_div12 = Sqrt(Mul(Set(d, 3.0f), x));
const V e =
MulAdd(Set(d, kA * 0.693147181f),
FastLog2f(d, MulAdd(Set(d, 12), x, Set(d, -kB))), Set(d, kC));
const V magnitude = IfThenElse(Le(x, Set(d, kDiv12)), below_div12, e);
return Or(AndNot(kSign, magnitude), original_sign);
}
};
class TF_709 {
public:
JXL_INLINE double EncodedFromDisplay(const double d) const {
if (d < kThresh) return kMulLow * d;
return kMulHi * std::pow(d, kPowHi) + kSub;
}
// Maximum error 1e-6.
template <class D, class V>
JXL_INLINE V EncodedFromDisplay(D d, V x) const {
auto low = Mul(Set(d, kMulLow), x);
auto hi =
MulAdd(Set(d, kMulHi), FastPowf(d, x, Set(d, kPowHi)), Set(d, kSub));
return IfThenElse(Le(x, Set(d, kThresh)), low, hi);
}
template <class D, class V>
JXL_INLINE V DisplayFromEncoded(D d, V x) const {
auto low = Mul(Set(d, kInvMulLow), x);
auto hi = FastPowf(d, MulAdd(x, Set(d, kInvMulHi), Set(d, kInvAdd)),
Set(d, kInvPowHi));
return IfThenElse(Lt(x, Set(d, kInvThresh)), low, hi);
}
private:
static constexpr double kThresh = 0.018;
static constexpr double kMulLow = 4.5;
static constexpr double kMulHi = 1.099;
static constexpr double kPowHi = 0.45;
static constexpr double kSub = -0.099;
static constexpr double kInvThresh = 0.081;
static constexpr double kInvMulLow = 1 / 4.5;
static constexpr double kInvMulHi = 1 / 1.099;
static constexpr double kInvPowHi = 1 / 0.45;
static constexpr double kInvAdd = 0.099 * kInvMulHi;
};
// Perceptual Quantization
class TF_PQ : TF_PQ_Base {
public:
explicit TF_PQ(float display_intensity_target = kDefaultIntensityTarget)
: display_scaling_factor_to_10000_nits_(display_intensity_target *
(1.0f / 10000.0f)),
display_scaling_factor_from_10000_nits_(10000.0f /
display_intensity_target) {}
// Maximum error 3e-6
template <class D, class V>
JXL_INLINE V DisplayFromEncoded(D d, V x) const {
const hwy::HWY_NAMESPACE::Rebind<uint32_t, D> du;
const V kSign = BitCast(d, Set(du, 0x80000000u));
const V original_sign = And(x, kSign);
x = AndNot(kSign, x); // abs
// 4-over-4-degree rational polynomial approximation on x+x*x. This improves
// the maximum error by about 5x over a rational polynomial for x.
auto xpxx = MulAdd(x, x, x);
HWY_ALIGN constexpr float p[(4 + 1) * 4] = {
HWY_REP4(2.62975656e-04f), HWY_REP4(-6.23553089e-03f),
HWY_REP4(7.38602301e-01f), HWY_REP4(2.64553172e+00f),
HWY_REP4(5.50034862e-01f),
};
HWY_ALIGN constexpr float q[(4 + 1) * 4] = {
HWY_REP4(4.21350107e+02f), HWY_REP4(-4.28736818e+02f),
HWY_REP4(1.74364667e+02f), HWY_REP4(-3.39078883e+01f),
HWY_REP4(2.67718770e+00f),
};
auto magnitude = EvalRationalPolynomial(d, xpxx, p, q);
return Or(
AndNot(kSign,
Mul(magnitude, Set(d, display_scaling_factor_from_10000_nits_))),
original_sign);
}
// Maximum error 7e-7.
template <class D, class V>
JXL_INLINE V EncodedFromDisplay(D d, V x) const {
const hwy::HWY_NAMESPACE::Rebind<uint32_t, D> du;
const V kSign = BitCast(d, Set(du, 0x80000000u));
const V original_sign = And(x, kSign);
x = AndNot(kSign, x); // abs
// 4-over-4-degree rational polynomial approximation on x**0.25, with two
// different polynomials above and below 1e-4.
auto xto025 =
Sqrt(Sqrt(Mul(x, Set(d, display_scaling_factor_to_10000_nits_))));
HWY_ALIGN constexpr float p[(4 + 1) * 4] = {
HWY_REP4(1.351392e-02f), HWY_REP4(-1.095778e+00f),
HWY_REP4(5.522776e+01f), HWY_REP4(1.492516e+02f),
HWY_REP4(4.838434e+01f),
};
HWY_ALIGN constexpr float q[(4 + 1) * 4] = {
HWY_REP4(1.012416e+00f), HWY_REP4(2.016708e+01f),
HWY_REP4(9.263710e+01f), HWY_REP4(1.120607e+02f),
HWY_REP4(2.590418e+01f),
};
HWY_ALIGN constexpr float plo[(4 + 1) * 4] = {
HWY_REP4(9.863406e-06f), HWY_REP4(3.881234e-01f),
HWY_REP4(1.352821e+02f), HWY_REP4(6.889862e+04f),
HWY_REP4(-2.864824e+05f),
};
HWY_ALIGN constexpr float qlo[(4 + 1) * 4] = {
HWY_REP4(3.371868e+01f), HWY_REP4(1.477719e+03f),
HWY_REP4(1.608477e+04f), HWY_REP4(-4.389884e+04f),
HWY_REP4(-2.072546e+05f),
};
auto magnitude = IfThenElse(Lt(x, Set(d, 1e-4f)),
EvalRationalPolynomial(d, xto025, plo, qlo),
EvalRationalPolynomial(d, xto025, p, q));
return Or(AndNot(kSign, magnitude), original_sign);
}
private:
const float display_scaling_factor_to_10000_nits_;
const float display_scaling_factor_from_10000_nits_;
};
// sRGB
class TF_SRGB {
public:
template <typename V>
JXL_INLINE V DisplayFromEncoded(V x) const {
const HWY_FULL(float) d;
const HWY_FULL(uint32_t) du;
const V kSign = BitCast(d, Set(du, 0x80000000u));
const V original_sign = And(x, kSign);
x = AndNot(kSign, x); // abs
// TODO(janwas): range reduction
// Computed via af_cheb_rational (k=100); replicated 4x.
HWY_ALIGN constexpr float p[(4 + 1) * 4] = {
2.200248328e-04f, 2.200248328e-04f, 2.200248328e-04f, 2.200248328e-04f,
1.043637593e-02f, 1.043637593e-02f, 1.043637593e-02f, 1.043637593e-02f,
1.624820318e-01f, 1.624820318e-01f, 1.624820318e-01f, 1.624820318e-01f,
7.961564959e-01f, 7.961564959e-01f, 7.961564959e-01f, 7.961564959e-01f,
8.210152774e-01f, 8.210152774e-01f, 8.210152774e-01f, 8.210152774e-01f,
};
HWY_ALIGN constexpr float q[(4 + 1) * 4] = {
2.631846970e-01f, 2.631846970e-01f, 2.631846970e-01f,
2.631846970e-01f, 1.076976492e+00f, 1.076976492e+00f,
1.076976492e+00f, 1.076976492e+00f, 4.987528350e-01f,
4.987528350e-01f, 4.987528350e-01f, 4.987528350e-01f,
-5.512498495e-02f, -5.512498495e-02f, -5.512498495e-02f,
-5.512498495e-02f, 6.521209011e-03f, 6.521209011e-03f,
6.521209011e-03f, 6.521209011e-03f,
};
const V linear = Mul(x, Set(d, kLowDivInv));
const V poly = EvalRationalPolynomial(d, x, p, q);
const V magnitude =
IfThenElse(Gt(x, Set(d, kThreshSRGBToLinear)), poly, linear);
return Or(AndNot(kSign, magnitude), original_sign);
}
// Error ~5e-07
template <class D, class V>
JXL_INLINE V EncodedFromDisplay(D d, V x) const {
const hwy::HWY_NAMESPACE::Rebind<uint32_t, D> du;
const V kSign = BitCast(d, Set(du, 0x80000000u));
const V original_sign = And(x, kSign);
x = AndNot(kSign, x); // abs
// Computed via af_cheb_rational (k=100); replicated 4x.
HWY_ALIGN constexpr float p[(4 + 1) * 4] = {
-5.135152395e-04f, -5.135152395e-04f, -5.135152395e-04f,
-5.135152395e-04f, 5.287254571e-03f, 5.287254571e-03f,
5.287254571e-03f, 5.287254571e-03f, 3.903842876e-01f,
3.903842876e-01f, 3.903842876e-01f, 3.903842876e-01f,
1.474205315e+00f, 1.474205315e+00f, 1.474205315e+00f,
1.474205315e+00f, 7.352629620e-01f, 7.352629620e-01f,
7.352629620e-01f, 7.352629620e-01f,
};
HWY_ALIGN constexpr float q[(4 + 1) * 4] = {
1.004519624e-02f, 1.004519624e-02f, 1.004519624e-02f, 1.004519624e-02f,
3.036675394e-01f, 3.036675394e-01f, 3.036675394e-01f, 3.036675394e-01f,
1.340816930e+00f, 1.340816930e+00f, 1.340816930e+00f, 1.340816930e+00f,
9.258482155e-01f, 9.258482155e-01f, 9.258482155e-01f, 9.258482155e-01f,
2.424867759e-02f, 2.424867759e-02f, 2.424867759e-02f, 2.424867759e-02f,
};
const V linear = Mul(x, Set(d, kLowDiv));
const V poly = EvalRationalPolynomial(d, Sqrt(x), p, q);
const V magnitude =
IfThenElse(Gt(x, Set(d, kThreshLinearToSRGB)), poly, linear);
return Or(AndNot(kSign, magnitude), original_sign);
}
private:
static constexpr float kThreshSRGBToLinear = 0.04045f;
static constexpr float kThreshLinearToSRGB = 0.0031308f;
static constexpr float kLowDiv = 12.92f;
static constexpr float kLowDivInv = 1.0f / kLowDiv;
};
// Linear to sRGB conversion with error of at most 1.2e-4.
template <typename D, typename V>
V FastLinearToSRGB(D d, V v) {
const hwy::HWY_NAMESPACE::Rebind<uint32_t, D> du;
const hwy::HWY_NAMESPACE::Rebind<int32_t, D> di;
// Convert to 0.25 - 0.5 range.
auto v025_05 = BitCast(
d, And(Or(BitCast(du, v), Set(du, 0x3e800000)), Set(du, 0x3effffff)));
// third degree polynomial approximation between 0.25 and 0.5
// of 1.055/2^(7/2.4) * x^(1/2.4) * 0.5. A degree 4 polynomial only improves
// accuracy by about 3x.
auto d1 = MulAdd(v025_05, Set(d, 0.059914046f), Set(d, -0.108894556f));
auto d2 = MulAdd(d1, v025_05, Set(d, 0.107963754f));
auto pow = MulAdd(d2, v025_05, Set(d, 0.018092343f));
// Compute extra multiplier depending on exponent. Valid exponent range for
// [0.0031308f, 1.0) is 0...8 after subtracting 118.
// The next three constants contain a representation of the powers of
// 2**(1/2.4) = 2**(5/12) times two; in particular, bits from 26 to 31 are
// always the same and in k2to512powers_basebits, and the two arrays contain
// the next groups of 8 bits. This ends up being a 22-bit representation (with
// a mantissa of 13 bits). The choice of polynomial to approximate is such
// that the multiplication factor has the highest 5 bits constant, and that
// the factor for the lowest possible exponent is a power of two (thus making
// the additional bits 0, which is used to correctly merge back together the
// floats).
constexpr uint32_t k2to512powers_basebits = 0x40000000;
HWY_ALIGN constexpr uint8_t k2to512powers_25to18bits[16] = {
0x0, 0xa, 0x19, 0x26, 0x32, 0x41, 0x4d, 0x5c,
0x68, 0x75, 0x83, 0x8f, 0xa0, 0xaa, 0xb9, 0xc6,
};
HWY_ALIGN constexpr uint8_t k2to512powers_17to10bits[16] = {
0x0, 0xb7, 0x4, 0xd, 0xcb, 0xe7, 0x41, 0x68,
0x51, 0xd1, 0xeb, 0xf2, 0x0, 0xb7, 0x4, 0xd,
};
// Note that vld1q_s8_x2 on ARM seems to actually be slower.
#if HWY_TARGET != HWY_SCALAR
using hwy::HWY_NAMESPACE::ShiftLeft;
using hwy::HWY_NAMESPACE::ShiftRight;
// Every lane of exp is now (if cast to byte) {0, 0, 0, <index for lookup>}.
auto exp = Sub(ShiftRight<23>(BitCast(di, v)), Set(di, 118));
auto pow25to18bits = TableLookupBytes(
LoadDup128(di,
reinterpret_cast<const int32_t*>(k2to512powers_25to18bits)),
exp);
auto pow17to10bits = TableLookupBytes(
LoadDup128(di,
reinterpret_cast<const int32_t*>(k2to512powers_17to10bits)),
exp);
// Now, pow* contain {0, 0, 0, <part of float repr of multiplier>}. Here
// we take advantage of the fact that each table has its position 0 equal to
// 0.
// We can now just reassemble the float.
auto mul = BitCast(
d, Or(Or(ShiftLeft<18>(pow25to18bits), ShiftLeft<10>(pow17to10bits)),
Set(di, k2to512powers_basebits)));
#else
// Fallback for scalar.
uint32_t exp = ((BitCast(di, v).raw >> 23) - 118) & 0xf;
auto mul = BitCast(d, Set(di, (k2to512powers_25to18bits[exp] << 18) |
(k2to512powers_17to10bits[exp] << 10) |
k2to512powers_basebits));
#endif
return IfThenElse(Lt(v, Set(d, 0.0031308f)), Mul(v, Set(d, 12.92f)),
MulAdd(pow, mul, Set(d, -0.055)));
}
// NOLINTNEXTLINE(google-readability-namespace-comments)
} // namespace HWY_NAMESPACE
} // namespace jxl
HWY_AFTER_NAMESPACE();
#endif // LIB_JXL_CMS_TRANSFER_FUNCTIONS_INL_H_
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