1*6d347fdfSOverMighty //===-- Half-precision log2(x) function -----------------------------------===// 2*6d347fdfSOverMighty // 3*6d347fdfSOverMighty // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. 4*6d347fdfSOverMighty // See https://llvm.org/LICENSE.txt for license information. 5*6d347fdfSOverMighty // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception 6*6d347fdfSOverMighty // 7*6d347fdfSOverMighty //===----------------------------------------------------------------------===// 8*6d347fdfSOverMighty 9*6d347fdfSOverMighty #include "src/math/log2f16.h" 10*6d347fdfSOverMighty #include "expxf16.h" 11*6d347fdfSOverMighty #include "hdr/errno_macros.h" 12*6d347fdfSOverMighty #include "hdr/fenv_macros.h" 13*6d347fdfSOverMighty #include "src/__support/FPUtil/FEnvImpl.h" 14*6d347fdfSOverMighty #include "src/__support/FPUtil/FPBits.h" 15*6d347fdfSOverMighty #include "src/__support/FPUtil/PolyEval.h" 16*6d347fdfSOverMighty #include "src/__support/FPUtil/cast.h" 17*6d347fdfSOverMighty #include "src/__support/FPUtil/except_value_utils.h" 18*6d347fdfSOverMighty #include "src/__support/FPUtil/multiply_add.h" 19*6d347fdfSOverMighty #include "src/__support/common.h" 20*6d347fdfSOverMighty #include "src/__support/macros/config.h" 21*6d347fdfSOverMighty #include "src/__support/macros/optimization.h" 22*6d347fdfSOverMighty #include "src/__support/macros/properties/cpu_features.h" 23*6d347fdfSOverMighty 24*6d347fdfSOverMighty namespace LIBC_NAMESPACE_DECL { 25*6d347fdfSOverMighty 26*6d347fdfSOverMighty #ifdef LIBC_TARGET_CPU_HAS_FMA 27*6d347fdfSOverMighty static constexpr size_t N_LOG2F16_EXCEPTS = 2; 28*6d347fdfSOverMighty #else 29*6d347fdfSOverMighty static constexpr size_t N_LOG2F16_EXCEPTS = 9; 30*6d347fdfSOverMighty #endif 31*6d347fdfSOverMighty 32*6d347fdfSOverMighty static constexpr fputil::ExceptValues<float16, N_LOG2F16_EXCEPTS> 33*6d347fdfSOverMighty LOG2F16_EXCEPTS = {{ 34*6d347fdfSOverMighty // (input, RZ output, RU offset, RD offset, RN offset) 35*6d347fdfSOverMighty #ifndef LIBC_TARGET_CPU_HAS_FMA 36*6d347fdfSOverMighty // x = 0x1.224p-1, log2f16(x) = -0x1.a34p-1 (RZ) 37*6d347fdfSOverMighty {0x3889U, 0xba8dU, 0U, 1U, 0U}, 38*6d347fdfSOverMighty // x = 0x1.e34p-1, log2f16(x) = -0x1.558p-4 (RZ) 39*6d347fdfSOverMighty {0x3b8dU, 0xad56U, 0U, 1U, 0U}, 40*6d347fdfSOverMighty #endif 41*6d347fdfSOverMighty // x = 0x1.e8cp-1, log2f16(x) = -0x1.128p-4 (RZ) 42*6d347fdfSOverMighty {0x3ba3U, 0xac4aU, 0U, 1U, 0U}, 43*6d347fdfSOverMighty #ifndef LIBC_TARGET_CPU_HAS_FMA 44*6d347fdfSOverMighty // x = 0x1.f98p-1, log2f16(x) = -0x1.2ep-6 (RZ) 45*6d347fdfSOverMighty {0x3be6U, 0xa4b8U, 0U, 1U, 0U}, 46*6d347fdfSOverMighty // x = 0x1.facp-1, log2f16(x) = -0x1.e7p-7 (RZ) 47*6d347fdfSOverMighty {0x3bebU, 0xa39cU, 0U, 1U, 1U}, 48*6d347fdfSOverMighty #endif 49*6d347fdfSOverMighty // x = 0x1.fb4p-1, log2f16(x) = -0x1.b88p-7 (RZ) 50*6d347fdfSOverMighty {0x3bedU, 0xa2e2U, 0U, 1U, 1U}, 51*6d347fdfSOverMighty #ifndef LIBC_TARGET_CPU_HAS_FMA 52*6d347fdfSOverMighty // x = 0x1.fecp-1, log2f16(x) = -0x1.cep-9 (RZ) 53*6d347fdfSOverMighty {0x3bfbU, 0x9b38U, 0U, 1U, 1U}, 54*6d347fdfSOverMighty // x = 0x1.ffcp-1, log2f16(x) = -0x1.714p-11 (RZ) 55*6d347fdfSOverMighty {0x3bffU, 0x91c5U, 0U, 1U, 1U}, 56*6d347fdfSOverMighty // x = 0x1.224p+0, log2f16(x) = 0x1.72cp-3 (RZ) 57*6d347fdfSOverMighty {0x3c89U, 0x31cbU, 1U, 0U, 1U}, 58*6d347fdfSOverMighty #endif 59*6d347fdfSOverMighty }}; 60*6d347fdfSOverMighty 61*6d347fdfSOverMighty LLVM_LIBC_FUNCTION(float16, log2f16, (float16 x)) { 62*6d347fdfSOverMighty using FPBits = fputil::FPBits<float16>; 63*6d347fdfSOverMighty FPBits x_bits(x); 64*6d347fdfSOverMighty 65*6d347fdfSOverMighty uint16_t x_u = x_bits.uintval(); 66*6d347fdfSOverMighty 67*6d347fdfSOverMighty // If x <= 0, or x is 1, or x is +inf, or x is NaN. 68*6d347fdfSOverMighty if (LIBC_UNLIKELY(x_u == 0U || x_u == 0x3c00U || x_u >= 0x7c00U)) { 69*6d347fdfSOverMighty // log2(NaN) = NaN 70*6d347fdfSOverMighty if (x_bits.is_nan()) { 71*6d347fdfSOverMighty if (x_bits.is_signaling_nan()) { 72*6d347fdfSOverMighty fputil::raise_except_if_required(FE_INVALID); 73*6d347fdfSOverMighty return FPBits::quiet_nan().get_val(); 74*6d347fdfSOverMighty } 75*6d347fdfSOverMighty 76*6d347fdfSOverMighty return x; 77*6d347fdfSOverMighty } 78*6d347fdfSOverMighty 79*6d347fdfSOverMighty // log2(+/-0) = −inf 80*6d347fdfSOverMighty if ((x_u & 0x7fffU) == 0U) { 81*6d347fdfSOverMighty fputil::raise_except_if_required(FE_DIVBYZERO); 82*6d347fdfSOverMighty return FPBits::inf(Sign::NEG).get_val(); 83*6d347fdfSOverMighty } 84*6d347fdfSOverMighty 85*6d347fdfSOverMighty if (x_u == 0x3c00U) 86*6d347fdfSOverMighty return FPBits::zero().get_val(); 87*6d347fdfSOverMighty 88*6d347fdfSOverMighty // When x < 0. 89*6d347fdfSOverMighty if (x_u > 0x8000U) { 90*6d347fdfSOverMighty fputil::set_errno_if_required(EDOM); 91*6d347fdfSOverMighty fputil::raise_except_if_required(FE_INVALID); 92*6d347fdfSOverMighty return FPBits::quiet_nan().get_val(); 93*6d347fdfSOverMighty } 94*6d347fdfSOverMighty 95*6d347fdfSOverMighty // log2(+inf) = +inf 96*6d347fdfSOverMighty return FPBits::inf().get_val(); 97*6d347fdfSOverMighty } 98*6d347fdfSOverMighty 99*6d347fdfSOverMighty if (auto r = LOG2F16_EXCEPTS.lookup(x_u); LIBC_UNLIKELY(r.has_value())) 100*6d347fdfSOverMighty return r.value(); 101*6d347fdfSOverMighty 102*6d347fdfSOverMighty // To compute log2(x), we perform the following range reduction: 103*6d347fdfSOverMighty // x = 2^m * 1.mant, 104*6d347fdfSOverMighty // log2(x) = m + log2(1.mant). 105*6d347fdfSOverMighty // To compute log2(1.mant), let f be the highest 6 bits including the hidden 106*6d347fdfSOverMighty // bit, and d be the difference (1.mant - f), i.e., the remaining 5 bits of 107*6d347fdfSOverMighty // the mantissa, then: 108*6d347fdfSOverMighty // log2(1.mant) = log2(f) + log2(1.mant / f) 109*6d347fdfSOverMighty // = log2(f) + log2(1 + d/f) 110*6d347fdfSOverMighty // since d/f is sufficiently small. 111*6d347fdfSOverMighty // We store log2(f) and 1/f in the lookup tables LOG2F_F and ONE_OVER_F_F 112*6d347fdfSOverMighty // respectively. 113*6d347fdfSOverMighty 114*6d347fdfSOverMighty int m = -FPBits::EXP_BIAS; 115*6d347fdfSOverMighty 116*6d347fdfSOverMighty // When x is subnormal, normalize it. 117*6d347fdfSOverMighty if ((x_u & FPBits::EXP_MASK) == 0U) { 118*6d347fdfSOverMighty // Can't pass an integer to fputil::cast directly. 119*6d347fdfSOverMighty constexpr float NORMALIZE_EXP = 1U << FPBits::FRACTION_LEN; 120*6d347fdfSOverMighty x_bits = FPBits(x_bits.get_val() * fputil::cast<float16>(NORMALIZE_EXP)); 121*6d347fdfSOverMighty x_u = x_bits.uintval(); 122*6d347fdfSOverMighty m -= FPBits::FRACTION_LEN; 123*6d347fdfSOverMighty } 124*6d347fdfSOverMighty 125*6d347fdfSOverMighty uint16_t mant = x_bits.get_mantissa(); 126*6d347fdfSOverMighty // Leading 10 - 5 = 5 bits of the mantissa. 127*6d347fdfSOverMighty int f = mant >> 5; 128*6d347fdfSOverMighty // Unbiased exponent. 129*6d347fdfSOverMighty m += x_u >> FPBits::FRACTION_LEN; 130*6d347fdfSOverMighty 131*6d347fdfSOverMighty // Set bits to 1.mant instead of 2^m * 1.mant. 132*6d347fdfSOverMighty x_bits.set_biased_exponent(FPBits::EXP_BIAS); 133*6d347fdfSOverMighty float mant_f = x_bits.get_val(); 134*6d347fdfSOverMighty // v = 1.mant * 1/f - 1 = d/f 135*6d347fdfSOverMighty float v = fputil::multiply_add(mant_f, ONE_OVER_F_F[f], -1.0f); 136*6d347fdfSOverMighty 137*6d347fdfSOverMighty // Degree-3 minimax polynomial generated by Sollya with the following 138*6d347fdfSOverMighty // commands: 139*6d347fdfSOverMighty // > display = hexadecimal; 140*6d347fdfSOverMighty // > P = fpminimax(log2(1 + x)/x, 2, [|SG...|], [-2^-5, 2^-5]); 141*6d347fdfSOverMighty // > x * P; 142*6d347fdfSOverMighty float log2p1_d_over_f = 143*6d347fdfSOverMighty v * fputil::polyeval(v, 0x1.715476p+0f, -0x1.71771ap-1f, 0x1.ecb38ep-2f); 144*6d347fdfSOverMighty // log2(1.mant) = log2(f) + log2(1 + d/f) 145*6d347fdfSOverMighty float log2_1_mant = LOG2F_F[f] + log2p1_d_over_f; 146*6d347fdfSOverMighty return fputil::cast<float16>(static_cast<float>(m) + log2_1_mant); 147*6d347fdfSOverMighty } 148*6d347fdfSOverMighty 149*6d347fdfSOverMighty } // namespace LIBC_NAMESPACE_DECL 150