1*71db0c75SAndroid Build Coastguard Worker //===-- Single-precision e^x - 1 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/expm1f.h" 10*71db0c75SAndroid Build Coastguard Worker #include "common_constants.h" // Lookup tables EXP_M1 and EXP_M2. 11*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/BasicOperations.h" 12*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/FEnvImpl.h" 13*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/FMA.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/multiply_add.h" 17*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/nearest_integer.h" 18*71db0c75SAndroid Build Coastguard Worker #include "src/__support/FPUtil/rounding_mode.h" 19*71db0c75SAndroid Build Coastguard Worker #include "src/__support/common.h" 20*71db0c75SAndroid Build Coastguard Worker #include "src/__support/macros/config.h" 21*71db0c75SAndroid Build Coastguard Worker #include "src/__support/macros/optimization.h" // LIBC_UNLIKELY 22*71db0c75SAndroid Build Coastguard Worker #include "src/__support/macros/properties/cpu_features.h" // LIBC_TARGET_CPU_HAS_FMA 23*71db0c75SAndroid Build Coastguard Worker 24*71db0c75SAndroid Build Coastguard Worker namespace LIBC_NAMESPACE_DECL { 25*71db0c75SAndroid Build Coastguard Worker 26*71db0c75SAndroid Build Coastguard Worker LLVM_LIBC_FUNCTION(float, expm1f, (float x)) { 27*71db0c75SAndroid Build Coastguard Worker using FPBits = typename fputil::FPBits<float>; 28*71db0c75SAndroid Build Coastguard Worker FPBits xbits(x); 29*71db0c75SAndroid Build Coastguard Worker 30*71db0c75SAndroid Build Coastguard Worker uint32_t x_u = xbits.uintval(); 31*71db0c75SAndroid Build Coastguard Worker uint32_t x_abs = x_u & 0x7fff'ffffU; 32*71db0c75SAndroid Build Coastguard Worker 33*71db0c75SAndroid Build Coastguard Worker // Exceptional value 34*71db0c75SAndroid Build Coastguard Worker if (LIBC_UNLIKELY(x_u == 0x3e35'bec5U)) { // x = 0x1.6b7d8ap-3f 35*71db0c75SAndroid Build Coastguard Worker int round_mode = fputil::quick_get_round(); 36*71db0c75SAndroid Build Coastguard Worker if (round_mode == FE_TONEAREST || round_mode == FE_UPWARD) 37*71db0c75SAndroid Build Coastguard Worker return 0x1.8dbe64p-3f; 38*71db0c75SAndroid Build Coastguard Worker return 0x1.8dbe62p-3f; 39*71db0c75SAndroid Build Coastguard Worker } 40*71db0c75SAndroid Build Coastguard Worker 41*71db0c75SAndroid Build Coastguard Worker #if !defined(LIBC_TARGET_CPU_HAS_FMA) 42*71db0c75SAndroid Build Coastguard Worker if (LIBC_UNLIKELY(x_u == 0xbdc1'c6cbU)) { // x = -0x1.838d96p-4f 43*71db0c75SAndroid Build Coastguard Worker int round_mode = fputil::quick_get_round(); 44*71db0c75SAndroid Build Coastguard Worker if (round_mode == FE_TONEAREST || round_mode == FE_DOWNWARD) 45*71db0c75SAndroid Build Coastguard Worker return -0x1.71c884p-4f; 46*71db0c75SAndroid Build Coastguard Worker return -0x1.71c882p-4f; 47*71db0c75SAndroid Build Coastguard Worker } 48*71db0c75SAndroid Build Coastguard Worker #endif // LIBC_TARGET_CPU_HAS_FMA 49*71db0c75SAndroid Build Coastguard Worker 50*71db0c75SAndroid Build Coastguard Worker // When |x| > 25*log(2), or nan 51*71db0c75SAndroid Build Coastguard Worker if (LIBC_UNLIKELY(x_abs >= 0x418a'a123U)) { 52*71db0c75SAndroid Build Coastguard Worker // x < log(2^-25) 53*71db0c75SAndroid Build Coastguard Worker if (xbits.is_neg()) { 54*71db0c75SAndroid Build Coastguard Worker // exp(-Inf) = 0 55*71db0c75SAndroid Build Coastguard Worker if (xbits.is_inf()) 56*71db0c75SAndroid Build Coastguard Worker return -1.0f; 57*71db0c75SAndroid Build Coastguard Worker // exp(nan) = nan 58*71db0c75SAndroid Build Coastguard Worker if (xbits.is_nan()) 59*71db0c75SAndroid Build Coastguard Worker return x; 60*71db0c75SAndroid Build Coastguard Worker int round_mode = fputil::quick_get_round(); 61*71db0c75SAndroid Build Coastguard Worker if (round_mode == FE_UPWARD || round_mode == FE_TOWARDZERO) 62*71db0c75SAndroid Build Coastguard Worker return -0x1.ffff'fep-1f; // -1.0f + 0x1.0p-24f 63*71db0c75SAndroid Build Coastguard Worker return -1.0f; 64*71db0c75SAndroid Build Coastguard Worker } else { 65*71db0c75SAndroid Build Coastguard Worker // x >= 89 or nan 66*71db0c75SAndroid Build Coastguard Worker if (xbits.uintval() >= 0x42b2'0000) { 67*71db0c75SAndroid Build Coastguard Worker if (xbits.uintval() < 0x7f80'0000U) { 68*71db0c75SAndroid Build Coastguard Worker int rounding = fputil::quick_get_round(); 69*71db0c75SAndroid Build Coastguard Worker if (rounding == FE_DOWNWARD || rounding == FE_TOWARDZERO) 70*71db0c75SAndroid Build Coastguard Worker return FPBits::max_normal().get_val(); 71*71db0c75SAndroid Build Coastguard Worker 72*71db0c75SAndroid Build Coastguard Worker fputil::set_errno_if_required(ERANGE); 73*71db0c75SAndroid Build Coastguard Worker fputil::raise_except_if_required(FE_OVERFLOW); 74*71db0c75SAndroid Build Coastguard Worker } 75*71db0c75SAndroid Build Coastguard Worker return x + FPBits::inf().get_val(); 76*71db0c75SAndroid Build Coastguard Worker } 77*71db0c75SAndroid Build Coastguard Worker } 78*71db0c75SAndroid Build Coastguard Worker } 79*71db0c75SAndroid Build Coastguard Worker 80*71db0c75SAndroid Build Coastguard Worker // |x| < 2^-4 81*71db0c75SAndroid Build Coastguard Worker if (x_abs < 0x3d80'0000U) { 82*71db0c75SAndroid Build Coastguard Worker // |x| < 2^-25 83*71db0c75SAndroid Build Coastguard Worker if (x_abs < 0x3300'0000U) { 84*71db0c75SAndroid Build Coastguard Worker // x = -0.0f 85*71db0c75SAndroid Build Coastguard Worker if (LIBC_UNLIKELY(xbits.uintval() == 0x8000'0000U)) 86*71db0c75SAndroid Build Coastguard Worker return x; 87*71db0c75SAndroid Build Coastguard Worker // When |x| < 2^-25, the relative error of the approximation e^x - 1 ~ x 88*71db0c75SAndroid Build Coastguard Worker // is: 89*71db0c75SAndroid Build Coastguard Worker // |(e^x - 1) - x| / |e^x - 1| < |x^2| / |x| 90*71db0c75SAndroid Build Coastguard Worker // = |x| 91*71db0c75SAndroid Build Coastguard Worker // < 2^-25 92*71db0c75SAndroid Build Coastguard Worker // < epsilon(1)/2. 93*71db0c75SAndroid Build Coastguard Worker // So the correctly rounded values of expm1(x) are: 94*71db0c75SAndroid Build Coastguard Worker // = x + eps(x) if rounding mode = FE_UPWARD, 95*71db0c75SAndroid Build Coastguard Worker // or (rounding mode = FE_TOWARDZERO and x is 96*71db0c75SAndroid Build Coastguard Worker // negative), 97*71db0c75SAndroid Build Coastguard Worker // = x otherwise. 98*71db0c75SAndroid Build Coastguard Worker // To simplify the rounding decision and make it more efficient, we use 99*71db0c75SAndroid Build Coastguard Worker // fma(x, x, x) ~ x + x^2 instead. 100*71db0c75SAndroid Build Coastguard Worker // Note: to use the formula x + x^2 to decide the correct rounding, we 101*71db0c75SAndroid Build Coastguard Worker // do need fma(x, x, x) to prevent underflow caused by x*x when |x| < 102*71db0c75SAndroid Build Coastguard Worker // 2^-76. For targets without FMA instructions, we simply use double for 103*71db0c75SAndroid Build Coastguard Worker // intermediate results as it is more efficient than using an emulated 104*71db0c75SAndroid Build Coastguard Worker // version of FMA. 105*71db0c75SAndroid Build Coastguard Worker #if defined(LIBC_TARGET_CPU_HAS_FMA) 106*71db0c75SAndroid Build Coastguard Worker return fputil::fma<float>(x, x, x); 107*71db0c75SAndroid Build Coastguard Worker #else 108*71db0c75SAndroid Build Coastguard Worker double xd = x; 109*71db0c75SAndroid Build Coastguard Worker return static_cast<float>(fputil::multiply_add(xd, xd, xd)); 110*71db0c75SAndroid Build Coastguard Worker #endif // LIBC_TARGET_CPU_HAS_FMA 111*71db0c75SAndroid Build Coastguard Worker } 112*71db0c75SAndroid Build Coastguard Worker 113*71db0c75SAndroid Build Coastguard Worker constexpr double COEFFS[] = {0x1p-1, 114*71db0c75SAndroid Build Coastguard Worker 0x1.55555555557ddp-3, 115*71db0c75SAndroid Build Coastguard Worker 0x1.55555555552fap-5, 116*71db0c75SAndroid Build Coastguard Worker 0x1.111110fcd58b7p-7, 117*71db0c75SAndroid Build Coastguard Worker 0x1.6c16c1717660bp-10, 118*71db0c75SAndroid Build Coastguard Worker 0x1.a0241f0006d62p-13, 119*71db0c75SAndroid Build Coastguard Worker 0x1.a01e3f8d3c06p-16}; 120*71db0c75SAndroid Build Coastguard Worker 121*71db0c75SAndroid Build Coastguard Worker // 2^-25 <= |x| < 2^-4 122*71db0c75SAndroid Build Coastguard Worker double xd = static_cast<double>(x); 123*71db0c75SAndroid Build Coastguard Worker double xsq = xd * xd; 124*71db0c75SAndroid Build Coastguard Worker // Degree-8 minimax polynomial generated by Sollya with: 125*71db0c75SAndroid Build Coastguard Worker // > display = hexadecimal; 126*71db0c75SAndroid Build Coastguard Worker // > P = fpminimax((expm1(x) - x)/x^2, 6, [|D...|], [-2^-4, 2^-4]); 127*71db0c75SAndroid Build Coastguard Worker 128*71db0c75SAndroid Build Coastguard Worker double c0 = fputil::multiply_add(xd, COEFFS[1], COEFFS[0]); 129*71db0c75SAndroid Build Coastguard Worker double c1 = fputil::multiply_add(xd, COEFFS[3], COEFFS[2]); 130*71db0c75SAndroid Build Coastguard Worker double c2 = fputil::multiply_add(xd, COEFFS[5], COEFFS[4]); 131*71db0c75SAndroid Build Coastguard Worker 132*71db0c75SAndroid Build Coastguard Worker double r = fputil::polyeval(xsq, c0, c1, c2, COEFFS[6]); 133*71db0c75SAndroid Build Coastguard Worker return static_cast<float>(fputil::multiply_add(r, xsq, xd)); 134*71db0c75SAndroid Build Coastguard Worker } 135*71db0c75SAndroid Build Coastguard Worker 136*71db0c75SAndroid Build Coastguard Worker // For -18 < x < 89, to compute expm1(x), we perform the following range 137*71db0c75SAndroid Build Coastguard Worker // reduction: find hi, mid, lo such that: 138*71db0c75SAndroid Build Coastguard Worker // x = hi + mid + lo, in which 139*71db0c75SAndroid Build Coastguard Worker // hi is an integer, 140*71db0c75SAndroid Build Coastguard Worker // mid * 2^7 is an integer 141*71db0c75SAndroid Build Coastguard Worker // -2^(-8) <= lo < 2^-8. 142*71db0c75SAndroid Build Coastguard Worker // In particular, 143*71db0c75SAndroid Build Coastguard Worker // hi + mid = round(x * 2^7) * 2^(-7). 144*71db0c75SAndroid Build Coastguard Worker // Then, 145*71db0c75SAndroid Build Coastguard Worker // expm1(x) = exp(hi + mid + lo) - 1 = exp(hi) * exp(mid) * exp(lo) - 1. 146*71db0c75SAndroid Build Coastguard Worker // We store exp(hi) and exp(mid) in the lookup tables EXP_M1 and EXP_M2 147*71db0c75SAndroid Build Coastguard Worker // respectively. exp(lo) is computed using a degree-4 minimax polynomial 148*71db0c75SAndroid Build Coastguard Worker // generated by Sollya. 149*71db0c75SAndroid Build Coastguard Worker 150*71db0c75SAndroid Build Coastguard Worker // x_hi = hi + mid. 151*71db0c75SAndroid Build Coastguard Worker float kf = fputil::nearest_integer(x * 0x1.0p7f); 152*71db0c75SAndroid Build Coastguard Worker int x_hi = static_cast<int>(kf); 153*71db0c75SAndroid Build Coastguard Worker // Subtract (hi + mid) from x to get lo. 154*71db0c75SAndroid Build Coastguard Worker double xd = static_cast<double>(fputil::multiply_add(kf, -0x1.0p-7f, x)); 155*71db0c75SAndroid Build Coastguard Worker x_hi += 104 << 7; 156*71db0c75SAndroid Build Coastguard Worker // hi = x_hi >> 7 157*71db0c75SAndroid Build Coastguard Worker double exp_hi = EXP_M1[x_hi >> 7]; 158*71db0c75SAndroid Build Coastguard Worker // lo = x_hi & 0x0000'007fU; 159*71db0c75SAndroid Build Coastguard Worker double exp_mid = EXP_M2[x_hi & 0x7f]; 160*71db0c75SAndroid Build Coastguard Worker double exp_hi_mid = exp_hi * exp_mid; 161*71db0c75SAndroid Build Coastguard Worker // Degree-4 minimax polynomial generated by Sollya with the following 162*71db0c75SAndroid Build Coastguard Worker // commands: 163*71db0c75SAndroid Build Coastguard Worker // > display = hexadecimal; 164*71db0c75SAndroid Build Coastguard Worker // > Q = fpminimax(expm1(x)/x, 3, [|D...|], [-2^-8, 2^-8]); 165*71db0c75SAndroid Build Coastguard Worker // > Q; 166*71db0c75SAndroid Build Coastguard Worker double exp_lo = 167*71db0c75SAndroid Build Coastguard Worker fputil::polyeval(xd, 0x1.0p0, 0x1.ffffffffff777p-1, 0x1.000000000071cp-1, 168*71db0c75SAndroid Build Coastguard Worker 0x1.555566668e5e7p-3, 0x1.55555555ef243p-5); 169*71db0c75SAndroid Build Coastguard Worker return static_cast<float>(fputil::multiply_add(exp_hi_mid, exp_lo, -1.0)); 170*71db0c75SAndroid Build Coastguard Worker } 171*71db0c75SAndroid Build Coastguard Worker 172*71db0c75SAndroid Build Coastguard Worker } // namespace LIBC_NAMESPACE_DECL 173