1*71db0c75SAndroid Build Coastguard Worker //===-- Implementation of exphk 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 "exphk.h" 10*71db0c75SAndroid Build Coastguard Worker #include "src/__support/CPP/bit.h" 11*71db0c75SAndroid Build Coastguard Worker #include "src/__support/common.h" 12*71db0c75SAndroid Build Coastguard Worker #include "src/__support/fixed_point/fx_bits.h" 13*71db0c75SAndroid Build Coastguard Worker #include "src/__support/macros/config.h" 14*71db0c75SAndroid Build Coastguard Worker 15*71db0c75SAndroid Build Coastguard Worker namespace LIBC_NAMESPACE_DECL { 16*71db0c75SAndroid Build Coastguard Worker 17*71db0c75SAndroid Build Coastguard Worker namespace { 18*71db0c75SAndroid Build Coastguard Worker 19*71db0c75SAndroid Build Coastguard Worker // Look up tables for exp(hi) and exp(mid). 20*71db0c75SAndroid Build Coastguard Worker // Generated with Sollya: 21*71db0c75SAndroid Build Coastguard Worker // > for i from 0 to 89 do { 22*71db0c75SAndroid Build Coastguard Worker // hi = floor(i/8) - 5; 23*71db0c75SAndroid Build Coastguard Worker // m = i/8 - floor(i/8) - 0.5; 24*71db0c75SAndroid Build Coastguard Worker // e_hi = nearestint(exp(hi) * 2^7) * 2^-7; 25*71db0c75SAndroid Build Coastguard Worker // e_mid = nearestint(exp(m) * 2^7) * 2^-7; 26*71db0c75SAndroid Build Coastguard Worker // print(hi, e_hi, m, e_mid); 27*71db0c75SAndroid Build Coastguard Worker // }; 28*71db0c75SAndroid Build Coastguard Worker // Notice that when i = 88 and 89, e_hi will overflow short accum range. 29*71db0c75SAndroid Build Coastguard Worker static constexpr short accum EXP_HI[12] = { 30*71db0c75SAndroid Build Coastguard Worker 0x1.0p-7hk, 0x1.0p-6hk, 0x1.8p-5hk, 0x1.1p-3hk, 0x1.78p-2hk, 0x1.0p0hk, 31*71db0c75SAndroid Build Coastguard Worker 0x1.5cp1hk, 0x1.d9p2hk, 0x1.416p4hk, 0x1.b4dp5hk, 0x1.28d4p7hk, SACCUM_MAX, 32*71db0c75SAndroid Build Coastguard Worker }; 33*71db0c75SAndroid Build Coastguard Worker 34*71db0c75SAndroid Build Coastguard Worker static constexpr short accum EXP_MID[8] = { 35*71db0c75SAndroid Build Coastguard Worker 0x1.38p-1hk, 0x1.6p-1hk, 0x1.9p-1hk, 0x1.c4p-1hk, 36*71db0c75SAndroid Build Coastguard Worker 0x1.0p0hk, 0x1.22p0hk, 0x1.48p0hk, 0x1.74p0hk, 37*71db0c75SAndroid Build Coastguard Worker }; 38*71db0c75SAndroid Build Coastguard Worker 39*71db0c75SAndroid Build Coastguard Worker } // anonymous namespace 40*71db0c75SAndroid Build Coastguard Worker 41*71db0c75SAndroid Build Coastguard Worker LLVM_LIBC_FUNCTION(short accum, exphk, (short accum x)) { 42*71db0c75SAndroid Build Coastguard Worker using FXRep = fixed_point::FXRep<short accum>; 43*71db0c75SAndroid Build Coastguard Worker using StorageType = typename FXRep::StorageType; 44*71db0c75SAndroid Build Coastguard Worker // Output overflow 45*71db0c75SAndroid Build Coastguard Worker if (LIBC_UNLIKELY(x >= 0x1.64p2hk)) 46*71db0c75SAndroid Build Coastguard Worker return FXRep::MAX(); 47*71db0c75SAndroid Build Coastguard Worker // Lower bound where exp(x) -> 0: 48*71db0c75SAndroid Build Coastguard Worker // floor(log(2^-8) * 2^7) * 2^-7 49*71db0c75SAndroid Build Coastguard Worker if (LIBC_UNLIKELY(x <= -0x1.63p2hk)) 50*71db0c75SAndroid Build Coastguard Worker return FXRep::ZERO(); 51*71db0c75SAndroid Build Coastguard Worker 52*71db0c75SAndroid Build Coastguard Worker // Current range of x: 53*71db0c75SAndroid Build Coastguard Worker // -0x1.628p2 <= x <= 0x1.638p2 54*71db0c75SAndroid Build Coastguard Worker // Range reduction: 55*71db0c75SAndroid Build Coastguard Worker // x = hi + mid + lo, 56*71db0c75SAndroid Build Coastguard Worker // where: 57*71db0c75SAndroid Build Coastguard Worker // hi is an integer 58*71db0c75SAndroid Build Coastguard Worker // mid * 2^3 is an integer 59*71db0c75SAndroid Build Coastguard Worker // |lo| <= 2^-4. 60*71db0c75SAndroid Build Coastguard Worker // Then exp(x) = exp(hi + mid + lo) = exp(hi) * exp(mid) * exp(lo) 61*71db0c75SAndroid Build Coastguard Worker // ~ exp(hi) * exp(mid) * (1 + lo) 62*71db0c75SAndroid Build Coastguard Worker // with relative errors < |lo|^2 <= 2^-8. 63*71db0c75SAndroid Build Coastguard Worker // exp(hi) and exp(mid) are extracted from small lookup tables. 64*71db0c75SAndroid Build Coastguard Worker 65*71db0c75SAndroid Build Coastguard Worker // Round-to-nearest 1/8, tie-to-(+Int): 66*71db0c75SAndroid Build Coastguard Worker constexpr short accum ONE_SIXTEENTH = 0x1.0p-4hk; 67*71db0c75SAndroid Build Coastguard Worker // x_rounded = floor(x + 1/16). 68*71db0c75SAndroid Build Coastguard Worker short accum x_rounded = ((x + ONE_SIXTEENTH) >> (FXRep::FRACTION_LEN - 3)) 69*71db0c75SAndroid Build Coastguard Worker << (FXRep::FRACTION_LEN - 3); 70*71db0c75SAndroid Build Coastguard Worker short accum lo = x - x_rounded; 71*71db0c75SAndroid Build Coastguard Worker 72*71db0c75SAndroid Build Coastguard Worker // Range of x_rounded: 73*71db0c75SAndroid Build Coastguard Worker // x_rounded >= floor((-0x1.628p2 + 0x1.0p-4) * 2^3) * 2^-3 74*71db0c75SAndroid Build Coastguard Worker // = -0x1.6p2 = -5.5 75*71db0c75SAndroid Build Coastguard Worker // To get the indices, we shift the values so that it start with 0. 76*71db0c75SAndroid Build Coastguard Worker // Range of indices: 0 <= indices <= 89 77*71db0c75SAndroid Build Coastguard Worker StorageType indices = cpp::bit_cast<StorageType>((x_rounded + 0x1.6p2hk) >> 78*71db0c75SAndroid Build Coastguard Worker (FXRep::FRACTION_LEN - 3)); 79*71db0c75SAndroid Build Coastguard Worker // So we have the following relation: 80*71db0c75SAndroid Build Coastguard Worker // indices = (hi + mid + 44/8) * 8 81*71db0c75SAndroid Build Coastguard Worker // That implies: 82*71db0c75SAndroid Build Coastguard Worker // hi + mid = indices/8 - 5.5 83*71db0c75SAndroid Build Coastguard Worker // So for lookup tables, we can use the upper 4 bits to get: 84*71db0c75SAndroid Build Coastguard Worker // exp( floor(indices / 8) - 5 ) 85*71db0c75SAndroid Build Coastguard Worker // and lower 3 bits for: 86*71db0c75SAndroid Build Coastguard Worker // exp( (indices - floor(indices)) - 0.5 ) 87*71db0c75SAndroid Build Coastguard Worker short accum exp_hi = EXP_HI[indices >> 3]; 88*71db0c75SAndroid Build Coastguard Worker short accum exp_mid = EXP_MID[indices & 0x7]; 89*71db0c75SAndroid Build Coastguard Worker // exp(x) ~ exp(hi) * exp(mid) * (1 + lo); 90*71db0c75SAndroid Build Coastguard Worker return (exp_hi * (exp_mid * (0x1.0p0hk + lo))); 91*71db0c75SAndroid Build Coastguard Worker } 92*71db0c75SAndroid Build Coastguard Worker 93*71db0c75SAndroid Build Coastguard Worker } // namespace LIBC_NAMESPACE_DECL 94