1fdd7c035SOverMighty //===-- Half-precision tanh(x) function -----------------------------------===// 2fdd7c035SOverMighty // 3fdd7c035SOverMighty // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. 4fdd7c035SOverMighty // See https://llvm.org/LICENSE.txt for license information. 5fdd7c035SOverMighty // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception 6fdd7c035SOverMighty // 7fdd7c035SOverMighty //===----------------------------------------------------------------------===// 8fdd7c035SOverMighty 9fdd7c035SOverMighty #include "src/math/tanhf16.h" 10fdd7c035SOverMighty #include "expxf16.h" 11fdd7c035SOverMighty #include "hdr/fenv_macros.h" 12fdd7c035SOverMighty #include "src/__support/CPP/array.h" 13fdd7c035SOverMighty #include "src/__support/FPUtil/FEnvImpl.h" 14fdd7c035SOverMighty #include "src/__support/FPUtil/FPBits.h" 15fdd7c035SOverMighty #include "src/__support/FPUtil/PolyEval.h" 16fdd7c035SOverMighty #include "src/__support/FPUtil/cast.h" 17fdd7c035SOverMighty #include "src/__support/FPUtil/except_value_utils.h" 18fdd7c035SOverMighty #include "src/__support/FPUtil/multiply_add.h" 19fdd7c035SOverMighty #include "src/__support/FPUtil/nearest_integer.h" 20fdd7c035SOverMighty #include "src/__support/FPUtil/rounding_mode.h" 21fdd7c035SOverMighty #include "src/__support/common.h" 22fdd7c035SOverMighty #include "src/__support/macros/config.h" 23fdd7c035SOverMighty #include "src/__support/macros/optimization.h" 24fdd7c035SOverMighty 25fdd7c035SOverMighty namespace LIBC_NAMESPACE_DECL { 26fdd7c035SOverMighty 27fdd7c035SOverMighty static constexpr fputil::ExceptValues<float16, 2> TANHF16_EXCEPTS = {{ 28fdd7c035SOverMighty // x = 0x1.f54p+0, tanhf16(x) = 0x1.ecp-1 (RZ) 29fdd7c035SOverMighty {0x3fd5U, 0x3bb0U, 1U, 0U, 0U}, 30fdd7c035SOverMighty // x = -0x1.f54p+0, tanhf16(x) = -0x1.ecp-1 (RZ) 31fdd7c035SOverMighty {0xbfd5U, 0xbbb0U, 0U, 1U, 0U}, 32fdd7c035SOverMighty }}; 33fdd7c035SOverMighty 34fdd7c035SOverMighty LLVM_LIBC_FUNCTION(float16, tanhf16, (float16 x)) { 35fdd7c035SOverMighty using FPBits = fputil::FPBits<float16>; 36fdd7c035SOverMighty FPBits x_bits(x); 37fdd7c035SOverMighty 38fdd7c035SOverMighty uint16_t x_u = x_bits.uintval(); 39fdd7c035SOverMighty uint16_t x_abs = x_u & 0x7fffU; 40fdd7c035SOverMighty 41fdd7c035SOverMighty // When -2^(-14) <= x <= -2^(-9), or |x| <= 0x1.d2p-4, 42fdd7c035SOverMighty // or |x| >= atanh(1 - 2^(-11)), or x is NaN. 43fdd7c035SOverMighty if (LIBC_UNLIKELY(x_abs <= 0x2f48U || x_abs >= 0x4429U)) { 44fdd7c035SOverMighty // tanh(NaN) = NaN 45fdd7c035SOverMighty if (x_bits.is_nan()) { 46fdd7c035SOverMighty if (x_bits.is_signaling_nan()) { 47fdd7c035SOverMighty fputil::raise_except_if_required(FE_INVALID); 48fdd7c035SOverMighty return FPBits::quiet_nan().get_val(); 49fdd7c035SOverMighty } 50fdd7c035SOverMighty 51fdd7c035SOverMighty return x; 52fdd7c035SOverMighty } 53fdd7c035SOverMighty 54fdd7c035SOverMighty // When -2^(-14) <= x <= -2^(-9). 55fdd7c035SOverMighty if (x_u >= 0x8400U && x_u <= 0x9800U) { 56fdd7c035SOverMighty switch (fputil::quick_get_round()) { 57fdd7c035SOverMighty case FE_TONEAREST: 58fdd7c035SOverMighty case FE_DOWNWARD: 59fdd7c035SOverMighty return x; 60fdd7c035SOverMighty default: 61fdd7c035SOverMighty return FPBits(static_cast<uint16_t>(x_u - 1U)).get_val(); 62fdd7c035SOverMighty } 63fdd7c035SOverMighty } 64fdd7c035SOverMighty 65fdd7c035SOverMighty // When |x| <= 0x1.d2p-4. 66fdd7c035SOverMighty if (x_abs <= 0x2f48U) { 67*6a863f7eSlntue if (LIBC_UNLIKELY(x_abs == 0)) 68*6a863f7eSlntue return x; 69*6a863f7eSlntue 70fdd7c035SOverMighty float xf = x; 71fdd7c035SOverMighty float xf_sq = xf * xf; 72fdd7c035SOverMighty // Degree-7 Taylor expansion generated by Sollya with the following 73fdd7c035SOverMighty // commands: 74fdd7c035SOverMighty // > taylor(tanh(x), 7, 0); 75fdd7c035SOverMighty // > display = hexadecimal; 76fdd7c035SOverMighty // > // For each coefficient: 77fdd7c035SOverMighty // > round(/* put coefficient here */, SG, RN); 78fdd7c035SOverMighty return fputil::cast<float16>( 79fdd7c035SOverMighty xf * fputil::polyeval(xf_sq, 0x1p+0f, -0x1.555556p-2f, 0x1.111112p-3f, 80fdd7c035SOverMighty -0x1.ba1ba2p-5f)); 81fdd7c035SOverMighty } 82fdd7c035SOverMighty 83fdd7c035SOverMighty // tanh(+/-inf) = +/-1 84fdd7c035SOverMighty if (x_bits.is_inf()) 85fdd7c035SOverMighty return FPBits::one(x_bits.sign()).get_val(); 86fdd7c035SOverMighty 87fdd7c035SOverMighty // When |x| >= atanh(1 - 2^(-11)). 88fdd7c035SOverMighty fputil::raise_except_if_required(FE_INEXACT); 89fdd7c035SOverMighty 90fdd7c035SOverMighty int rounding_mode = fputil::quick_get_round(); 91fdd7c035SOverMighty if ((rounding_mode == FE_TONEAREST && x_abs >= 0x4482U) || 92fdd7c035SOverMighty (rounding_mode == FE_UPWARD && x_bits.is_pos()) || 93fdd7c035SOverMighty (rounding_mode == FE_DOWNWARD && x_bits.is_neg())) { 94fdd7c035SOverMighty return FPBits::one(x_bits.sign()).get_val(); 95fdd7c035SOverMighty } 96fdd7c035SOverMighty if (x_bits.is_pos()) 97fdd7c035SOverMighty return fputil::cast<float16>(0x1.ffcp-1); 98fdd7c035SOverMighty return fputil::cast<float16>(-0x1.ffcp-1); 99fdd7c035SOverMighty } 100fdd7c035SOverMighty 101fdd7c035SOverMighty if (auto r = TANHF16_EXCEPTS.lookup(x_u); LIBC_UNLIKELY(r.has_value())) 102fdd7c035SOverMighty return r.value(); 103fdd7c035SOverMighty 104fdd7c035SOverMighty // For atanh(-1 + 2^(-11)) < x < atanh(1 - 2^(-11)), to compute tanh(x), we 105fdd7c035SOverMighty // perform the following range reduction: find hi, mid, lo, such that: 106fdd7c035SOverMighty // x = (hi + mid) * log(2) * 0.5 + lo, in which 107fdd7c035SOverMighty // hi is an integer, 108fdd7c035SOverMighty // mid * 2^5 is an integer, 109fdd7c035SOverMighty // -2^(-5) <= lo < 2^(-5). 110fdd7c035SOverMighty // In particular, 111fdd7c035SOverMighty // hi + mid = round(x * log2(e) * 2 * 2^5) * 2^(-5). 112fdd7c035SOverMighty // Then, 113fdd7c035SOverMighty // tanh(x) = sinh(x)/cosh(x) 114fdd7c035SOverMighty // = (e^x - e^(-x)) / (e^x + e^(-x)) 115fdd7c035SOverMighty // = (e^(2x) - 1) / (e^(2x) + 1) 116fdd7c035SOverMighty // = (2^(hi + mid) * e^(2*lo) - 1) / (2^(hi + mid) * e^(2*lo) + 1) 117fdd7c035SOverMighty // = (e^(2*lo) - 2^(-hi - mid)) / (e^(2*lo) + 2^(-hi - mid)) 118fdd7c035SOverMighty // We store 2^(-mid) in the lookup table EXP2_MID_5_BITS, and compute 119fdd7c035SOverMighty // 2^(-hi - mid) by adding -hi to the exponent field of 2^(-mid). 120fdd7c035SOverMighty // e^lo is computed using a degree-3 minimax polynomial generated by Sollya. 121fdd7c035SOverMighty 122fdd7c035SOverMighty float xf = x; 123fdd7c035SOverMighty float kf = fputil::nearest_integer(xf * (LOG2F_E * 2.0f * 0x1.0p+5f)); 124fdd7c035SOverMighty int x_hi_mid = -static_cast<int>(kf); 125fdd7c035SOverMighty unsigned x_hi = static_cast<unsigned>(x_hi_mid) >> 5; 126fdd7c035SOverMighty unsigned x_mid = static_cast<unsigned>(x_hi_mid) & 0x1f; 127fdd7c035SOverMighty // lo = x - (hi + mid) 128fdd7c035SOverMighty // = round(x * log2(e) * 2 * 2^5) * log(2) * 0.5 * (-2^(-5)) + x 129fdd7c035SOverMighty float lo = fputil::multiply_add(kf, LOGF_2 * 0.5f * -0x1.0p-5f, xf); 130fdd7c035SOverMighty 131fdd7c035SOverMighty uint32_t exp2_hi_mid_bits = 132fdd7c035SOverMighty EXP2_MID_5_BITS[x_mid] + 133fdd7c035SOverMighty static_cast<uint32_t>(x_hi << fputil::FPBits<float>::FRACTION_LEN); 134fdd7c035SOverMighty // exp2_hi_mid = 2^(-hi - mid) 135fdd7c035SOverMighty float exp2_hi_mid = fputil::FPBits<float>(exp2_hi_mid_bits).get_val(); 136fdd7c035SOverMighty // Degree-3 minimax polynomial generated by Sollya with the following 137fdd7c035SOverMighty // commands: 138fdd7c035SOverMighty // > display = hexadecimal; 139fdd7c035SOverMighty // > P = fpminimax(expm1(2*x)/x, 2, [|SG...|], [-2^-5, 2^-5]); 140fdd7c035SOverMighty // > 1 + x * P; 141fdd7c035SOverMighty float exp_2lo = 142fdd7c035SOverMighty fputil::polyeval(lo, 0x1p+0f, 0x1p+1f, 0x1.001p+1f, 0x1.555ddep+0f); 143fdd7c035SOverMighty return fputil::cast<float16>((exp_2lo - exp2_hi_mid) / 144fdd7c035SOverMighty (exp_2lo + exp2_hi_mid)); 145fdd7c035SOverMighty } 146fdd7c035SOverMighty 147fdd7c035SOverMighty } // namespace LIBC_NAMESPACE_DECL 148