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[libc][math] Refactor expf16 implementation to header-only in src/__support/math folder. #147428

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1 change: 1 addition & 0 deletions libc/shared/math.h
Original file line number Diff line number Diff line change
Expand Up @@ -12,5 +12,6 @@
#include "libc_common.h"

#include "math/expf.h"
#include "math/expf16.h"

#endif // LLVM_LIBC_SHARED_MATH_H
29 changes: 29 additions & 0 deletions libc/shared/math/expf16.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,29 @@
//===-- Shared expf16 function ----------------------------------*- C++ -*-===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//

#ifndef LLVM_LIBC_SHARED_MATH_EXPF16_H
#define LLVM_LIBC_SHARED_MATH_EXPF16_H

#include "include/llvm-libc-macros/float16-macros.h"
#include "shared/libc_common.h"

#ifdef LIBC_TYPES_HAS_FLOAT16

#include "src/__support/math/expf16.h"

namespace LIBC_NAMESPACE_DECL {
namespace shared {

using math::expf16;

} // namespace shared
} // namespace LIBC_NAMESPACE_DECL

#endif // LIBC_TYPES_HAS_FLOAT16

#endif // LLVM_LIBC_SHARED_MATH_EXPF16_H
33 changes: 33 additions & 0 deletions libc/src/__support/math/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -22,3 +22,36 @@ add_header_library(
libc.src.__support.macros.config
libc.src.__support.macros.optimization
)

add_header_library(
expf16_utils
HDRS
expf16_utils.h
DEPENDS
libc.src.__support.CPP.array
libc.src.__support.FPUtil.nearest_integer
libc.src.__support.FPUtil.polyeval
libc.src.__support.macros.attributes
libc.include.llvm-libc-macros.float16_macros
)

add_header_library(
expf16
HDRS
expf16.h
DEPENDS
.expf16_utils
libc.hdr.errno_macros
libc.hdr.fenv_macros
libc.src.__support.CPP.array
libc.src.__support.FPUtil.cast
libc.src.__support.FPUtil.except_value_utils
libc.src.__support.FPUtil.fenv_impl
libc.src.__support.FPUtil.fp_bits
libc.src.__support.FPUtil.multiply_add
libc.src.__support.FPUtil.nearest_integer
libc.src.__support.FPUtil.polyeval
libc.src.__support.FPUtil.rounding_mode
libc.src.__support.macros.optimization
libc.include.llvm-libc-macros.float16_macros
)
141 changes: 141 additions & 0 deletions libc/src/__support/math/expf16.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,141 @@
//===-- Implementation header for expf16 ------------------------*- C++ -*-===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//

#ifndef LLVM_LIBC_SRC___SUPPORT_MATH_EXPF16_H
#define LLVM_LIBC_SRC___SUPPORT_MATH_EXPF16_H

#include "include/llvm-libc-macros/float16-macros.h"

#ifdef LIBC_TYPES_HAS_FLOAT16

#include "hdr/errno_macros.h"
#include "hdr/fenv_macros.h"
#include "src/__support/FPUtil/FEnvImpl.h"
#include "src/__support/FPUtil/FPBits.h"
#include "src/__support/FPUtil/PolyEval.h"
#include "src/__support/FPUtil/cast.h"
#include "src/__support/FPUtil/except_value_utils.h"
#include "src/__support/FPUtil/rounding_mode.h"
#include "src/__support/common.h"
#include "src/__support/macros/config.h"
#include "src/__support/macros/optimization.h"

#include "expf16_utils.h"

namespace LIBC_NAMESPACE_DECL {

namespace math {

static constexpr float16 expf16(float16 x) {
#ifndef LIBC_MATH_HAS_SKIP_ACCURATE_PASS
constexpr fputil::ExceptValues<float16, 2> EXPF16_EXCEPTS_LO = {{
// (input, RZ output, RU offset, RD offset, RN offset)
// x = 0x1.de4p-8, expf16(x) = 0x1.01cp+0 (RZ)
{0x1f79U, 0x3c07U, 1U, 0U, 0U},
// x = 0x1.73cp-6, expf16(x) = 0x1.05cp+0 (RZ)
{0x25cfU, 0x3c17U, 1U, 0U, 0U},
}};

constexpr fputil::ExceptValues<float16, 3> EXPF16_EXCEPTS_HI = {{
// (input, RZ output, RU offset, RD offset, RN offset)
// x = 0x1.c34p+0, expf16(x) = 0x1.74cp+2 (RZ)
{0x3f0dU, 0x45d3U, 1U, 0U, 1U},
// x = -0x1.488p-5, expf16(x) = 0x1.ebcp-1 (RZ)
{0xa922U, 0x3bafU, 1U, 0U, 0U},
// x = -0x1.55p-5, expf16(x) = 0x1.ebp-1 (RZ)
{0xa954U, 0x3bacU, 1U, 0U, 0U},
}};
#endif // !LIBC_MATH_HAS_SKIP_ACCURATE_PASS

using FPBits = fputil::FPBits<float16>;
FPBits x_bits(x);

uint16_t x_u = x_bits.uintval();
uint16_t x_abs = x_u & 0x7fffU;

// When 0 < |x| <= 2^(-5), or |x| >= 12, or x is NaN.
if (LIBC_UNLIKELY(x_abs <= 0x2800U || x_abs >= 0x4a00U)) {
// exp(NaN) = NaN
if (x_bits.is_nan()) {
if (x_bits.is_signaling_nan()) {
fputil::raise_except_if_required(FE_INVALID);
return FPBits::quiet_nan().get_val();
}

return x;
}

// When x >= 12.
if (x_bits.is_pos() && x_abs >= 0x4a00U) {
// exp(+inf) = +inf
if (x_bits.is_inf())
return FPBits::inf().get_val();

switch (fputil::quick_get_round()) {
case FE_TONEAREST:
case FE_UPWARD:
fputil::set_errno_if_required(ERANGE);
fputil::raise_except_if_required(FE_OVERFLOW);
return FPBits::inf().get_val();
default:
return FPBits::max_normal().get_val();
}
}

// When x <= -18.
if (x_u >= 0xcc80U) {
// exp(-inf) = +0
if (x_bits.is_inf())
return FPBits::zero().get_val();

fputil::set_errno_if_required(ERANGE);
fputil::raise_except_if_required(FE_UNDERFLOW | FE_INEXACT);

switch (fputil::quick_get_round()) {
case FE_UPWARD:
return FPBits::min_subnormal().get_val();
default:
return FPBits::zero().get_val();
}
}

// When 0 < |x| <= 2^(-5).
if (x_abs <= 0x2800U && !x_bits.is_zero()) {
#ifndef LIBC_MATH_HAS_SKIP_ACCURATE_PASS
if (auto r = EXPF16_EXCEPTS_LO.lookup(x_u); LIBC_UNLIKELY(r.has_value()))
return r.value();
#endif // !LIBC_MATH_HAS_SKIP_ACCURATE_PASS

float xf = x;
// Degree-3 minimax polynomial generated by Sollya with the following
// commands:
// > display = hexadecimal;
// > P = fpminimax(expm1(x)/x, 2, [|SG...|], [-2^-5, 2^-5]);
// > 1 + x * P;
return fputil::cast<float16>(
fputil::polyeval(xf, 0x1p+0f, 0x1p+0f, 0x1.0004p-1f, 0x1.555778p-3f));
}
}

#ifndef LIBC_MATH_HAS_SKIP_ACCURATE_PASS
if (auto r = EXPF16_EXCEPTS_HI.lookup(x_u); LIBC_UNLIKELY(r.has_value()))
return r.value();
#endif // !LIBC_MATH_HAS_SKIP_ACCURATE_PASS

// exp(x) = exp(hi + mid) * exp(lo)
auto [exp_hi_mid, exp_lo] = exp_range_reduction(x);
return fputil::cast<float16>(exp_hi_mid * exp_lo);
}

} // namespace math

} // namespace LIBC_NAMESPACE_DECL

#endif // LIBC_TYPES_HAS_FLOAT16

#endif // LLVM_LIBC_SRC___SUPPORT_MATH_EXPF16_H
89 changes: 89 additions & 0 deletions libc/src/__support/math/expf16_utils.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,89 @@
//===-- Common utils for expf16 functions -----------------------*- C++ -*-===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//

#ifndef LLVM_LIBC_SRC___SUPPORT_MATH_EXPF16_UTILS_H
#define LLVM_LIBC_SRC___SUPPORT_MATH_EXPF16_UTILS_H

#include "include/llvm-libc-macros/float16-macros.h"

#ifdef LIBC_TYPES_HAS_FLOAT16

#include "src/__support/CPP/array.h"
#include "src/__support/FPUtil/PolyEval.h"
#include "src/__support/FPUtil/nearest_integer.h"
#include "src/__support/macros/properties/types.h"

namespace LIBC_NAMESPACE_DECL {

// Generated by Sollya with the following commands:
// > display = hexadecimal;
// > for i from -18 to 12 do print(round(exp(i), SG, RN));
static constexpr cpp::array<float, 31> EXP_HI = {
0x1.05a628p-26f, 0x1.639e32p-25f, 0x1.e355bcp-24f, 0x1.4875cap-22f,
0x1.be6c7p-21f, 0x1.2f6054p-19f, 0x1.9c54c4p-18f, 0x1.183542p-16f,
0x1.7cd79cp-15f, 0x1.02cf22p-13f, 0x1.5fc21p-12f, 0x1.de16bap-11f,
0x1.44e52p-9f, 0x1.b993fep-8f, 0x1.2c155cp-6f, 0x1.97db0cp-5f,
0x1.152aaap-3f, 0x1.78b564p-2f, 0x1p+0f, 0x1.5bf0a8p+1f,
0x1.d8e64cp+2f, 0x1.415e5cp+4f, 0x1.b4c902p+5f, 0x1.28d38ap+7f,
0x1.936dc6p+8f, 0x1.122886p+10f, 0x1.749ea8p+11f, 0x1.fa7158p+12f,
0x1.5829dcp+14f, 0x1.d3c448p+15f, 0x1.3de166p+17f,
};

// Generated by Sollya with the following commands:
// > display = hexadecimal;
// > for i from 0 to 7 do print(round(exp(i * 2^-3), SG, RN));
static constexpr cpp::array<float, 8> EXP_MID = {
0x1p+0f, 0x1.221604p+0f, 0x1.48b5e4p+0f, 0x1.747a52p+0f,
0x1.a61298p+0f, 0x1.de455ep+0f, 0x1.0ef9dcp+1f, 0x1.330e58p+1f,
};

struct ExpRangeReduction {
float exp_hi_mid;
float exp_lo;
};

static constexpr ExpRangeReduction exp_range_reduction(float16 x) {
// For -18 < x < 12, to compute exp(x), we perform the following range
// reduction: find hi, mid, lo, such that:
// x = hi + mid + lo, in which
// hi is an integer,
// mid * 2^3 is an integer,
// -2^(-4) <= lo < 2^(-4).
// In particular,
// hi + mid = round(x * 2^3) * 2^(-3).
// Then,
// exp(x) = exp(hi + mid + lo) = exp(hi) * exp(mid) * exp(lo).
// We store exp(hi) and exp(mid) in the lookup tables EXP_HI and EXP_MID
// respectively. exp(lo) is computed using a degree-3 minimax polynomial
// generated by Sollya.

float xf = x;
float kf = fputil::nearest_integer(xf * 0x1.0p+3f);
int x_hi_mid = static_cast<int>(kf);
int x_hi = x_hi_mid >> 3;
int x_mid = x_hi_mid & 0x7;
// lo = x - (hi + mid) = round(x * 2^3) * (-2^(-3)) + x
float lo = fputil::multiply_add(kf, -0x1.0p-3f, xf);

float exp_hi = EXP_HI[x_hi + 18];
float exp_mid = EXP_MID[x_mid];
// Degree-3 minimax polynomial generated by Sollya with the following
// commands:
// > display = hexadecimal;
// > P = fpminimax(expm1(x)/x, 2, [|SG...|], [-2^-4, 2^-4]);
// > 1 + x * P;
float exp_lo =
fputil::polyeval(lo, 0x1p+0f, 0x1p+0f, 0x1.001p-1f, 0x1.555ddep-3f);
return {exp_hi * exp_mid, exp_lo};
}

} // namespace LIBC_NAMESPACE_DECL

#endif // LIBC_TYPES_HAS_FLOAT16

#endif // LLVM_LIBC_SRC___SUPPORT_MATH_EXPF16_UTILS_H
18 changes: 3 additions & 15 deletions libc/src/math/generic/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -1332,19 +1332,8 @@ add_entrypoint_object(
HDRS
../expf16.h
DEPENDS
.expxf16
libc.hdr.errno_macros
libc.hdr.fenv_macros
libc.src.__support.CPP.array
libc.src.__support.FPUtil.cast
libc.src.__support.FPUtil.except_value_utils
libc.src.__support.FPUtil.fenv_impl
libc.src.__support.FPUtil.fp_bits
libc.src.__support.FPUtil.multiply_add
libc.src.__support.FPUtil.nearest_integer
libc.src.__support.FPUtil.polyeval
libc.src.__support.FPUtil.rounding_mode
libc.src.__support.macros.optimization
libc.src.__support.math.expf16
libc.src.errno.errno
)

add_entrypoint_object(
Expand Down Expand Up @@ -5075,11 +5064,10 @@ add_header_library(
HDRS
expxf16.h
DEPENDS
libc.src.__support.CPP.array
libc.src.__support.FPUtil.cast
libc.src.__support.FPUtil.fp_bits
libc.src.__support.FPUtil.multiply_add
libc.src.__support.FPUtil.nearest_integer
libc.src.__support.FPUtil.polyeval
libc.src.__support.macros.attributes
libc.src.__support.math.expf16_utils
)
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