1*71db0c75SAndroid Build Coastguard Worker //===-- Half-precision tanh(x) function -----------------------------------===// 2*71db0c75SAndroid Build Coastguard Worker // 3*71db0c75SAndroid Build Coastguard Worker // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. 4*71db0c75SAndroid Build Coastguard Worker // See https://llvm.org/LICENSE.txt for license information. 5*71db0c75SAndroid Build Coastguard Worker // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception 6*71db0c75SAndroid Build Coastguard Worker // 7*71db0c75SAndroid Build Coastguard Worker //===----------------------------------------------------------------------===// 8*71db0c75SAndroid Build Coastguard Worker 9*71db0c75SAndroid Build Coastguard Worker #include "src/math/tanhf16.h" 10*71db0c75SAndroid Build Coastguard Worker #include "expxf16.h" 11*71db0c75SAndroid Build Coastguard Worker #include "hdr/fenv_macros.h" 12*71db0c75SAndroid Build Coastguard Worker #include "src/__support/CPP/array.h" 13*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/FEnvImpl.h" 14*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/FPBits.h" 15*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/PolyEval.h" 16*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/cast.h" 17*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/except_value_utils.h" 18*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/multiply_add.h" 19*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/nearest_integer.h" 20*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/rounding_mode.h" 21*71db0c75SAndroid Build Coastguard Worker #include "src/__support/common.h" 22*71db0c75SAndroid Build Coastguard Worker #include "src/__support/macros/config.h" 23*71db0c75SAndroid Build Coastguard Worker #include "src/__support/macros/optimization.h" 24*71db0c75SAndroid Build Coastguard Worker 25*71db0c75SAndroid Build Coastguard Worker namespace LIBC_NAMESPACE_DECL { 26*71db0c75SAndroid Build Coastguard Worker 27*71db0c75SAndroid Build Coastguard Worker static constexpr fputil::ExceptValues<float16, 2> TANHF16_EXCEPTS = {{ 28*71db0c75SAndroid Build Coastguard Worker // x = 0x1.f54p+0, tanhf16(x) = 0x1.ecp-1 (RZ) 29*71db0c75SAndroid Build Coastguard Worker {0x3fd5U, 0x3bb0U, 1U, 0U, 0U}, 30*71db0c75SAndroid Build Coastguard Worker // x = -0x1.f54p+0, tanhf16(x) = -0x1.ecp-1 (RZ) 31*71db0c75SAndroid Build Coastguard Worker {0xbfd5U, 0xbbb0U, 0U, 1U, 0U}, 32*71db0c75SAndroid Build Coastguard Worker }}; 33*71db0c75SAndroid Build Coastguard Worker 34*71db0c75SAndroid Build Coastguard Worker LLVM_LIBC_FUNCTION(float16, tanhf16, (float16 x)) { 35*71db0c75SAndroid Build Coastguard Worker using FPBits = fputil::FPBits<float16>; 36*71db0c75SAndroid Build Coastguard Worker FPBits x_bits(x); 37*71db0c75SAndroid Build Coastguard Worker 38*71db0c75SAndroid Build Coastguard Worker uint16_t x_u = x_bits.uintval(); 39*71db0c75SAndroid Build Coastguard Worker uint16_t x_abs = x_u & 0x7fffU; 40*71db0c75SAndroid Build Coastguard Worker 41*71db0c75SAndroid Build Coastguard Worker // When -2^(-14) <= x <= -2^(-9), or |x| <= 0x1.d2p-4, 42*71db0c75SAndroid Build Coastguard Worker // or |x| >= atanh(1 - 2^(-11)), or x is NaN. 43*71db0c75SAndroid Build Coastguard Worker if (LIBC_UNLIKELY(x_abs <= 0x2f48U || x_abs >= 0x4429U)) { 44*71db0c75SAndroid Build Coastguard Worker // tanh(NaN) = NaN 45*71db0c75SAndroid Build Coastguard Worker if (x_bits.is_nan()) { 46*71db0c75SAndroid Build Coastguard Worker if (x_bits.is_signaling_nan()) { 47*71db0c75SAndroid Build Coastguard Worker fputil::raise_except_if_required(FE_INVALID); 48*71db0c75SAndroid Build Coastguard Worker return FPBits::quiet_nan().get_val(); 49*71db0c75SAndroid Build Coastguard Worker } 50*71db0c75SAndroid Build Coastguard Worker 51*71db0c75SAndroid Build Coastguard Worker return x; 52*71db0c75SAndroid Build Coastguard Worker } 53*71db0c75SAndroid Build Coastguard Worker 54*71db0c75SAndroid Build Coastguard Worker // When -2^(-14) <= x <= -2^(-9). 55*71db0c75SAndroid Build Coastguard Worker if (x_u >= 0x8400U && x_u <= 0x9800U) { 56*71db0c75SAndroid Build Coastguard Worker switch (fputil::quick_get_round()) { 57*71db0c75SAndroid Build Coastguard Worker case FE_TONEAREST: 58*71db0c75SAndroid Build Coastguard Worker case FE_DOWNWARD: 59*71db0c75SAndroid Build Coastguard Worker return x; 60*71db0c75SAndroid Build Coastguard Worker default: 61*71db0c75SAndroid Build Coastguard Worker return FPBits(static_cast<uint16_t>(x_u - 1U)).get_val(); 62*71db0c75SAndroid Build Coastguard Worker } 63*71db0c75SAndroid Build Coastguard Worker } 64*71db0c75SAndroid Build Coastguard Worker 65*71db0c75SAndroid Build Coastguard Worker // When |x| <= 0x1.d2p-4. 66*71db0c75SAndroid Build Coastguard Worker if (x_abs <= 0x2f48U) { 67*71db0c75SAndroid Build Coastguard Worker if (LIBC_UNLIKELY(x_abs == 0)) 68*71db0c75SAndroid Build Coastguard Worker return x; 69*71db0c75SAndroid Build Coastguard Worker 70*71db0c75SAndroid Build Coastguard Worker float xf = x; 71*71db0c75SAndroid Build Coastguard Worker float xf_sq = xf * xf; 72*71db0c75SAndroid Build Coastguard Worker // Degree-7 Taylor expansion generated by Sollya with the following 73*71db0c75SAndroid Build Coastguard Worker // commands: 74*71db0c75SAndroid Build Coastguard Worker // > taylor(tanh(x), 7, 0); 75*71db0c75SAndroid Build Coastguard Worker // > display = hexadecimal; 76*71db0c75SAndroid Build Coastguard Worker // > // For each coefficient: 77*71db0c75SAndroid Build Coastguard Worker // > round(/* put coefficient here */, SG, RN); 78*71db0c75SAndroid Build Coastguard Worker return fputil::cast<float16>( 79*71db0c75SAndroid Build Coastguard Worker xf * fputil::polyeval(xf_sq, 0x1p+0f, -0x1.555556p-2f, 0x1.111112p-3f, 80*71db0c75SAndroid Build Coastguard Worker -0x1.ba1ba2p-5f)); 81*71db0c75SAndroid Build Coastguard Worker } 82*71db0c75SAndroid Build Coastguard Worker 83*71db0c75SAndroid Build Coastguard Worker // tanh(+/-inf) = +/-1 84*71db0c75SAndroid Build Coastguard Worker if (x_bits.is_inf()) 85*71db0c75SAndroid Build Coastguard Worker return FPBits::one(x_bits.sign()).get_val(); 86*71db0c75SAndroid Build Coastguard Worker 87*71db0c75SAndroid Build Coastguard Worker // When |x| >= atanh(1 - 2^(-11)). 88*71db0c75SAndroid Build Coastguard Worker fputil::raise_except_if_required(FE_INEXACT); 89*71db0c75SAndroid Build Coastguard Worker 90*71db0c75SAndroid Build Coastguard Worker int rounding_mode = fputil::quick_get_round(); 91*71db0c75SAndroid Build Coastguard Worker if ((rounding_mode == FE_TONEAREST && x_abs >= 0x4482U) || 92*71db0c75SAndroid Build Coastguard Worker (rounding_mode == FE_UPWARD && x_bits.is_pos()) || 93*71db0c75SAndroid Build Coastguard Worker (rounding_mode == FE_DOWNWARD && x_bits.is_neg())) { 94*71db0c75SAndroid Build Coastguard Worker return FPBits::one(x_bits.sign()).get_val(); 95*71db0c75SAndroid Build Coastguard Worker } 96*71db0c75SAndroid Build Coastguard Worker if (x_bits.is_pos()) 97*71db0c75SAndroid Build Coastguard Worker return fputil::cast<float16>(0x1.ffcp-1); 98*71db0c75SAndroid Build Coastguard Worker return fputil::cast<float16>(-0x1.ffcp-1); 99*71db0c75SAndroid Build Coastguard Worker } 100*71db0c75SAndroid Build Coastguard Worker 101*71db0c75SAndroid Build Coastguard Worker if (auto r = TANHF16_EXCEPTS.lookup(x_u); LIBC_UNLIKELY(r.has_value())) 102*71db0c75SAndroid Build Coastguard Worker return r.value(); 103*71db0c75SAndroid Build Coastguard Worker 104*71db0c75SAndroid Build Coastguard Worker // For atanh(-1 + 2^(-11)) < x < atanh(1 - 2^(-11)), to compute tanh(x), we 105*71db0c75SAndroid Build Coastguard Worker // perform the following range reduction: find hi, mid, lo, such that: 106*71db0c75SAndroid Build Coastguard Worker // x = (hi + mid) * log(2) * 0.5 + lo, in which 107*71db0c75SAndroid Build Coastguard Worker // hi is an integer, 108*71db0c75SAndroid Build Coastguard Worker // mid * 2^5 is an integer, 109*71db0c75SAndroid Build Coastguard Worker // -2^(-5) <= lo < 2^(-5). 110*71db0c75SAndroid Build Coastguard Worker // In particular, 111*71db0c75SAndroid Build Coastguard Worker // hi + mid = round(x * log2(e) * 2 * 2^5) * 2^(-5). 112*71db0c75SAndroid Build Coastguard Worker // Then, 113*71db0c75SAndroid Build Coastguard Worker // tanh(x) = sinh(x)/cosh(x) 114*71db0c75SAndroid Build Coastguard Worker // = (e^x - e^(-x)) / (e^x + e^(-x)) 115*71db0c75SAndroid Build Coastguard Worker // = (e^(2x) - 1) / (e^(2x) + 1) 116*71db0c75SAndroid Build Coastguard Worker // = (2^(hi + mid) * e^(2*lo) - 1) / (2^(hi + mid) * e^(2*lo) + 1) 117*71db0c75SAndroid Build Coastguard Worker // = (e^(2*lo) - 2^(-hi - mid)) / (e^(2*lo) + 2^(-hi - mid)) 118*71db0c75SAndroid Build Coastguard Worker // We store 2^(-mid) in the lookup table EXP2_MID_5_BITS, and compute 119*71db0c75SAndroid Build Coastguard Worker // 2^(-hi - mid) by adding -hi to the exponent field of 2^(-mid). 120*71db0c75SAndroid Build Coastguard Worker // e^lo is computed using a degree-3 minimax polynomial generated by Sollya. 121*71db0c75SAndroid Build Coastguard Worker 122*71db0c75SAndroid Build Coastguard Worker float xf = x; 123*71db0c75SAndroid Build Coastguard Worker float kf = fputil::nearest_integer(xf * (LOG2F_E * 2.0f * 0x1.0p+5f)); 124*71db0c75SAndroid Build Coastguard Worker int x_hi_mid = -static_cast<int>(kf); 125*71db0c75SAndroid Build Coastguard Worker unsigned x_hi = static_cast<unsigned>(x_hi_mid) >> 5; 126*71db0c75SAndroid Build Coastguard Worker unsigned x_mid = static_cast<unsigned>(x_hi_mid) & 0x1f; 127*71db0c75SAndroid Build Coastguard Worker // lo = x - (hi + mid) 128*71db0c75SAndroid Build Coastguard Worker // = round(x * log2(e) * 2 * 2^5) * log(2) * 0.5 * (-2^(-5)) + x 129*71db0c75SAndroid Build Coastguard Worker float lo = fputil::multiply_add(kf, LOGF_2 * 0.5f * -0x1.0p-5f, xf); 130*71db0c75SAndroid Build Coastguard Worker 131*71db0c75SAndroid Build Coastguard Worker uint32_t exp2_hi_mid_bits = 132*71db0c75SAndroid Build Coastguard Worker EXP2_MID_5_BITS[x_mid] + 133*71db0c75SAndroid Build Coastguard Worker static_cast<uint32_t>(x_hi << fputil::FPBits<float>::FRACTION_LEN); 134*71db0c75SAndroid Build Coastguard Worker // exp2_hi_mid = 2^(-hi - mid) 135*71db0c75SAndroid Build Coastguard Worker float exp2_hi_mid = fputil::FPBits<float>(exp2_hi_mid_bits).get_val(); 136*71db0c75SAndroid Build Coastguard Worker // Degree-3 minimax polynomial generated by Sollya with the following 137*71db0c75SAndroid Build Coastguard Worker // commands: 138*71db0c75SAndroid Build Coastguard Worker // > display = hexadecimal; 139*71db0c75SAndroid Build Coastguard Worker // > P = fpminimax(expm1(2*x)/x, 2, [|SG...|], [-2^-5, 2^-5]); 140*71db0c75SAndroid Build Coastguard Worker // > 1 + x * P; 141*71db0c75SAndroid Build Coastguard Worker float exp_2lo = 142*71db0c75SAndroid Build Coastguard Worker fputil::polyeval(lo, 0x1p+0f, 0x1p+1f, 0x1.001p+1f, 0x1.555ddep+0f); 143*71db0c75SAndroid Build Coastguard Worker return fputil::cast<float16>((exp_2lo - exp2_hi_mid) / 144*71db0c75SAndroid Build Coastguard Worker (exp_2lo + exp2_hi_mid)); 145*71db0c75SAndroid Build Coastguard Worker } 146*71db0c75SAndroid Build Coastguard Worker 147*71db0c75SAndroid Build Coastguard Worker } // namespace LIBC_NAMESPACE_DECL 148