//===-- Implementation of expk function ----------------------------------===// // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //===----------------------------------------------------------------------===// #include "expk.h" #include "src/__support/CPP/bit.h" #include "src/__support/common.h" #include "src/__support/fixed_point/fx_bits.h" #include "src/__support/macros/config.h" namespace LIBC_NAMESPACE_DECL { namespace { // Look up tables for exp(hi) and exp(mid). // Generated with Sollya: // > for i from 0 to 23 do { // hi = i - 11; // e_hi = nearestint(exp(hi) * 2^15) * 2^-15; // print(e_hi, "k,"); // }; static constexpr accum EXP_HI[24] = { 0x1p-15k, 0x1p-15k, 0x1p-13k, 0x1.6p-12k, 0x1.ep-11k, 0x1.44p-9k, 0x1.bap-8k, 0x1.2cp-6k, 0x1.97cp-5k, 0x1.153p-3k, 0x1.78b8p-2k, 0x1p0k, 0x1.5bf1p1k, 0x1.d8e68p2k, 0x1.415e6p4k, 0x1.b4c9p5k, 0x1.28d388p7k, 0x1.936dc6p8k, 0x1.1228858p10k, 0x1.749ea7cp11k, 0x1.fa7157cp12k, 0x1.5829dcf8p14k, 0x1.d3c4489p15k, ACCUM_MAX, }; // Generated with Sollya: // > for i from 0 to 15 do { // m = i/16 - 0.0625; // e_m = nearestint(exp(m) * 2^15) * 2^-15; // print(e_m, "k,"); // }; static constexpr accum EXP_MID[16] = { 0x1.e0fcp-1k, 0x1p0k, 0x1.1082p0k, 0x1.2216p0k, 0x1.34ccp0k, 0x1.48b6p0k, 0x1.5deap0k, 0x1.747ap0k, 0x1.8c8p0k, 0x1.a612p0k, 0x1.c14cp0k, 0x1.de46p0k, 0x1.fd1ep0k, 0x1.0efap1k, 0x1.2074p1k, 0x1.330ep1k, }; } // anonymous namespace LLVM_LIBC_FUNCTION(accum, expk, (accum x)) { using FXRep = fixed_point::FXRep; using StorageType = typename FXRep::StorageType; // Output overflow // > floor(log(2^16) * 2^15) * 2^-15 if (LIBC_UNLIKELY(x >= 0x1.62e4p3k)) return FXRep::MAX(); // Lower bound where exp(x) -> 0: // floor(log(2^-16) * 2^15) * 2^-15 if (LIBC_UNLIKELY(x <= -0x1.62e44p3k)) return FXRep::ZERO(); // Current range of x: // -0x1.62e4p3 <= x <= 0x1.62e3cp3 // Range reduction: // x = hi + mid + lo, // where: // hi is an integer // mid * 2^4 is an integer // |lo| <= 2^-5. // Then exp(x) = exp(hi + mid + lo) = exp(hi) * exp(mid) * exp(lo) // ~ exp(hi) * exp(mid) * (1 + lo + lo^2 / 2) // with relative errors < |lo|^3/2 <= 2^-16. // exp(hi) and exp(mid) are extracted from small lookup tables. // Round-to-nearest 1/16, tie-to-(+Int): constexpr accum ONE_THIRTY_SECOND = 0x1.0p-5k; // x_rounded = floor(x + 1/16). accum x_rounded = ((x + ONE_THIRTY_SECOND) >> (FXRep::FRACTION_LEN - 4)) << (FXRep::FRACTION_LEN - 4); accum lo = x - x_rounded; // Range of x_rounded: // x_rounded >= floor((-0x1.62e4p3 + 0x1.0p-5) * 2^4) * 2^-4 // = -0x1.62p3 = -11.0625 // To get the indices, we shift the values so that it start with 0. // Range of indices: 0 <= indices <= 355. StorageType indices = cpp::bit_cast((x_rounded + 0x1.62p3k) >> (FXRep::FRACTION_LEN - 4)); // So we have the following relation: // indices = (hi + mid + 177/16) * 16 // That implies: // hi + mid = indices/16 - 11.0625 // So for lookup tables, we can use the upper 4 bits to get: // exp( floor(indices / 16) - 11 ) // and lower 4 bits for: // exp( (indices - floor(indices)) - 0.0625 ) accum exp_hi = EXP_HI[indices >> 4]; accum exp_mid = EXP_MID[indices & 0xf]; // exp(x) ~ exp(hi) * exp(mid) * (1 + lo); accum l1 = 0x1.0p0k + (lo >> 1); // = 1 + lo / 2 accum l2 = 0x1.0p0k + lo * l1; // = 1 + lo * (1 + lo / 2) = 1 + lo + lo^2/2 return (exp_hi * (exp_mid * l2)); } } // namespace LIBC_NAMESPACE_DECL