| //===-- Half-precision log2(x) function -----------------------------------===// |
| // |
| // 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 |
| // |
| //===----------------------------------------------------------------------===// |
| |
| #include "src/math/log2f16.h" |
| #include "expxf16.h" |
| #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/multiply_add.h" |
| #include "src/__support/common.h" |
| #include "src/__support/macros/config.h" |
| #include "src/__support/macros/optimization.h" |
| #include "src/__support/macros/properties/cpu_features.h" |
| |
| namespace LIBC_NAMESPACE_DECL { |
| |
| #ifdef LIBC_TARGET_CPU_HAS_FMA |
| static constexpr size_t N_LOG2F16_EXCEPTS = 2; |
| #else |
| static constexpr size_t N_LOG2F16_EXCEPTS = 9; |
| #endif |
| |
| static constexpr fputil::ExceptValues<float16, N_LOG2F16_EXCEPTS> |
| LOG2F16_EXCEPTS = {{ |
| // (input, RZ output, RU offset, RD offset, RN offset) |
| #ifndef LIBC_TARGET_CPU_HAS_FMA |
| // x = 0x1.224p-1, log2f16(x) = -0x1.a34p-1 (RZ) |
| {0x3889U, 0xba8dU, 0U, 1U, 0U}, |
| // x = 0x1.e34p-1, log2f16(x) = -0x1.558p-4 (RZ) |
| {0x3b8dU, 0xad56U, 0U, 1U, 0U}, |
| #endif |
| // x = 0x1.e8cp-1, log2f16(x) = -0x1.128p-4 (RZ) |
| {0x3ba3U, 0xac4aU, 0U, 1U, 0U}, |
| #ifndef LIBC_TARGET_CPU_HAS_FMA |
| // x = 0x1.f98p-1, log2f16(x) = -0x1.2ep-6 (RZ) |
| {0x3be6U, 0xa4b8U, 0U, 1U, 0U}, |
| // x = 0x1.facp-1, log2f16(x) = -0x1.e7p-7 (RZ) |
| {0x3bebU, 0xa39cU, 0U, 1U, 1U}, |
| #endif |
| // x = 0x1.fb4p-1, log2f16(x) = -0x1.b88p-7 (RZ) |
| {0x3bedU, 0xa2e2U, 0U, 1U, 1U}, |
| #ifndef LIBC_TARGET_CPU_HAS_FMA |
| // x = 0x1.fecp-1, log2f16(x) = -0x1.cep-9 (RZ) |
| {0x3bfbU, 0x9b38U, 0U, 1U, 1U}, |
| // x = 0x1.ffcp-1, log2f16(x) = -0x1.714p-11 (RZ) |
| {0x3bffU, 0x91c5U, 0U, 1U, 1U}, |
| // x = 0x1.224p+0, log2f16(x) = 0x1.72cp-3 (RZ) |
| {0x3c89U, 0x31cbU, 1U, 0U, 1U}, |
| #endif |
| }}; |
| |
| LLVM_LIBC_FUNCTION(float16, log2f16, (float16 x)) { |
| using FPBits = fputil::FPBits<float16>; |
| FPBits x_bits(x); |
| |
| uint16_t x_u = x_bits.uintval(); |
| |
| // If x <= 0, or x is 1, or x is +inf, or x is NaN. |
| if (LIBC_UNLIKELY(x_u == 0U || x_u == 0x3c00U || x_u >= 0x7c00U)) { |
| // log2(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; |
| } |
| |
| // log2(+/-0) = −inf |
| if ((x_u & 0x7fffU) == 0U) { |
| fputil::raise_except_if_required(FE_DIVBYZERO); |
| return FPBits::inf(Sign::NEG).get_val(); |
| } |
| |
| if (x_u == 0x3c00U) |
| return FPBits::zero().get_val(); |
| |
| // When x < 0. |
| if (x_u > 0x8000U) { |
| fputil::set_errno_if_required(EDOM); |
| fputil::raise_except_if_required(FE_INVALID); |
| return FPBits::quiet_nan().get_val(); |
| } |
| |
| // log2(+inf) = +inf |
| return FPBits::inf().get_val(); |
| } |
| |
| if (auto r = LOG2F16_EXCEPTS.lookup(x_u); LIBC_UNLIKELY(r.has_value())) |
| return r.value(); |
| |
| // To compute log2(x), we perform the following range reduction: |
| // x = 2^m * 1.mant, |
| // log2(x) = m + log2(1.mant). |
| // To compute log2(1.mant), let f be the highest 6 bits including the hidden |
| // bit, and d be the difference (1.mant - f), i.e., the remaining 5 bits of |
| // the mantissa, then: |
| // log2(1.mant) = log2(f) + log2(1.mant / f) |
| // = log2(f) + log2(1 + d/f) |
| // since d/f is sufficiently small. |
| // We store log2(f) and 1/f in the lookup tables LOG2F_F and ONE_OVER_F_F |
| // respectively. |
| |
| int m = -FPBits::EXP_BIAS; |
| |
| // When x is subnormal, normalize it. |
| if ((x_u & FPBits::EXP_MASK) == 0U) { |
| // Can't pass an integer to fputil::cast directly. |
| constexpr float NORMALIZE_EXP = 1U << FPBits::FRACTION_LEN; |
| x_bits = FPBits(x_bits.get_val() * fputil::cast<float16>(NORMALIZE_EXP)); |
| x_u = x_bits.uintval(); |
| m -= FPBits::FRACTION_LEN; |
| } |
| |
| uint16_t mant = x_bits.get_mantissa(); |
| // Leading 10 - 5 = 5 bits of the mantissa. |
| int f = mant >> 5; |
| // Unbiased exponent. |
| m += x_u >> FPBits::FRACTION_LEN; |
| |
| // Set bits to 1.mant instead of 2^m * 1.mant. |
| x_bits.set_biased_exponent(FPBits::EXP_BIAS); |
| float mant_f = x_bits.get_val(); |
| // v = 1.mant * 1/f - 1 = d/f |
| float v = fputil::multiply_add(mant_f, ONE_OVER_F_F[f], -1.0f); |
| |
| // Degree-3 minimax polynomial generated by Sollya with the following |
| // commands: |
| // > display = hexadecimal; |
| // > P = fpminimax(log2(1 + x)/x, 2, [|SG...|], [-2^-5, 2^-5]); |
| // > x * P; |
| float log2p1_d_over_f = |
| v * fputil::polyeval(v, 0x1.715476p+0f, -0x1.71771ap-1f, 0x1.ecb38ep-2f); |
| // log2(1.mant) = log2(f) + log2(1 + d/f) |
| float log2_1_mant = LOG2F_F[f] + log2p1_d_over_f; |
| return fputil::cast<float16>(static_cast<float>(m) + log2_1_mant); |
| } |
| |
| } // namespace LIBC_NAMESPACE_DECL |