| //===-- Half-precision tanh(x) 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 "src/math/tanhf16.h" |
| #include "expxf16.h" |
| #include "hdr/fenv_macros.h" |
| #include "src/__support/CPP/array.h" |
| #include "src/__support/FPUtil/FEnvImpl.h" |
| #include "src/__support/FPUtil/FPBits.h" |
| #include "src/__support/FPUtil/PolyEval.h" |
| #include "src/__support/FPUtil/cast.h" |
| #include "src/__support/FPUtil/except_value_utils.h" |
| #include "src/__support/FPUtil/multiply_add.h" |
| #include "src/__support/FPUtil/nearest_integer.h" |
| #include "src/__support/FPUtil/rounding_mode.h" |
| #include "src/__support/common.h" |
| #include "src/__support/macros/config.h" |
| #include "src/__support/macros/optimization.h" |
| |
| namespace LIBC_NAMESPACE_DECL { |
| |
| static constexpr fputil::ExceptValues<float16, 2> TANHF16_EXCEPTS = {{ |
| // x = 0x1.f54p+0, tanhf16(x) = 0x1.ecp-1 (RZ) |
| {0x3fd5U, 0x3bb0U, 1U, 0U, 0U}, |
| // x = -0x1.f54p+0, tanhf16(x) = -0x1.ecp-1 (RZ) |
| {0xbfd5U, 0xbbb0U, 0U, 1U, 0U}, |
| }}; |
| |
| LLVM_LIBC_FUNCTION(float16, tanhf16, (float16 x)) { |
| using FPBits = fputil::FPBits<float16>; |
| FPBits x_bits(x); |
| |
| uint16_t x_u = x_bits.uintval(); |
| uint16_t x_abs = x_u & 0x7fffU; |
| |
| // When -2^(-14) <= x <= -2^(-9), or |x| <= 0x1.d2p-4, |
| // or |x| >= atanh(1 - 2^(-11)), or x is NaN. |
| if (LIBC_UNLIKELY(x_abs <= 0x2f48U || x_abs >= 0x4429U)) { |
| // tanh(NaN) = NaN |
| if (x_bits.is_nan()) { |
| if (x_bits.is_signaling_nan()) { |
| fputil::raise_except_if_required(FE_INVALID); |
| return FPBits::quiet_nan().get_val(); |
| } |
| |
| return x; |
| } |
| |
| // When -2^(-14) <= x <= -2^(-9). |
| if (x_u >= 0x8400U && x_u <= 0x9800U) { |
| switch (fputil::quick_get_round()) { |
| case FE_TONEAREST: |
| case FE_DOWNWARD: |
| return x; |
| default: |
| return FPBits(static_cast<uint16_t>(x_u - 1U)).get_val(); |
| } |
| } |
| |
| // When |x| <= 0x1.d2p-4. |
| if (x_abs <= 0x2f48U) { |
| if (LIBC_UNLIKELY(x_abs == 0)) |
| return x; |
| |
| float xf = x; |
| float xf_sq = xf * xf; |
| // Degree-7 Taylor expansion generated by Sollya with the following |
| // commands: |
| // > taylor(tanh(x), 7, 0); |
| // > display = hexadecimal; |
| // > // For each coefficient: |
| // > round(/* put coefficient here */, SG, RN); |
| return fputil::cast<float16>( |
| xf * fputil::polyeval(xf_sq, 0x1p+0f, -0x1.555556p-2f, 0x1.111112p-3f, |
| -0x1.ba1ba2p-5f)); |
| } |
| |
| // tanh(+/-inf) = +/-1 |
| if (x_bits.is_inf()) |
| return FPBits::one(x_bits.sign()).get_val(); |
| |
| // When |x| >= atanh(1 - 2^(-11)). |
| fputil::raise_except_if_required(FE_INEXACT); |
| |
| int rounding_mode = fputil::quick_get_round(); |
| if ((rounding_mode == FE_TONEAREST && x_abs >= 0x4482U) || |
| (rounding_mode == FE_UPWARD && x_bits.is_pos()) || |
| (rounding_mode == FE_DOWNWARD && x_bits.is_neg())) { |
| return FPBits::one(x_bits.sign()).get_val(); |
| } |
| if (x_bits.is_pos()) |
| return fputil::cast<float16>(0x1.ffcp-1); |
| return fputil::cast<float16>(-0x1.ffcp-1); |
| } |
| |
| if (auto r = TANHF16_EXCEPTS.lookup(x_u); LIBC_UNLIKELY(r.has_value())) |
| return r.value(); |
| |
| // For atanh(-1 + 2^(-11)) < x < atanh(1 - 2^(-11)), to compute tanh(x), we |
| // perform the following range reduction: find hi, mid, lo, such that: |
| // x = (hi + mid) * log(2) * 0.5 + lo, in which |
| // hi is an integer, |
| // mid * 2^5 is an integer, |
| // -2^(-5) <= lo < 2^(-5). |
| // In particular, |
| // hi + mid = round(x * log2(e) * 2 * 2^5) * 2^(-5). |
| // Then, |
| // tanh(x) = sinh(x)/cosh(x) |
| // = (e^x - e^(-x)) / (e^x + e^(-x)) |
| // = (e^(2x) - 1) / (e^(2x) + 1) |
| // = (2^(hi + mid) * e^(2*lo) - 1) / (2^(hi + mid) * e^(2*lo) + 1) |
| // = (e^(2*lo) - 2^(-hi - mid)) / (e^(2*lo) + 2^(-hi - mid)) |
| // We store 2^(-mid) in the lookup table EXP2_MID_5_BITS, and compute |
| // 2^(-hi - mid) by adding -hi to the exponent field of 2^(-mid). |
| // e^lo is computed using a degree-3 minimax polynomial generated by Sollya. |
| |
| float xf = x; |
| float kf = fputil::nearest_integer(xf * (LOG2F_E * 2.0f * 0x1.0p+5f)); |
| int x_hi_mid = -static_cast<int>(kf); |
| unsigned x_hi = static_cast<unsigned>(x_hi_mid) >> 5; |
| unsigned x_mid = static_cast<unsigned>(x_hi_mid) & 0x1f; |
| // lo = x - (hi + mid) |
| // = round(x * log2(e) * 2 * 2^5) * log(2) * 0.5 * (-2^(-5)) + x |
| float lo = fputil::multiply_add(kf, LOGF_2 * 0.5f * -0x1.0p-5f, xf); |
| |
| uint32_t exp2_hi_mid_bits = |
| EXP2_MID_5_BITS[x_mid] + |
| static_cast<uint32_t>(x_hi << fputil::FPBits<float>::FRACTION_LEN); |
| // exp2_hi_mid = 2^(-hi - mid) |
| float exp2_hi_mid = fputil::FPBits<float>(exp2_hi_mid_bits).get_val(); |
| // Degree-3 minimax polynomial generated by Sollya with the following |
| // commands: |
| // > display = hexadecimal; |
| // > P = fpminimax(expm1(2*x)/x, 2, [|SG...|], [-2^-5, 2^-5]); |
| // > 1 + x * P; |
| float exp_2lo = |
| fputil::polyeval(lo, 0x1p+0f, 0x1p+1f, 0x1.001p+1f, 0x1.555ddep+0f); |
| return fputil::cast<float16>((exp_2lo - exp2_hi_mid) / |
| (exp_2lo + exp2_hi_mid)); |
| } |
| |
| } // namespace LIBC_NAMESPACE_DECL |