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| 1 | +//===-- Half-precision log2(x) function -----------------------------------===// |
| 2 | +// |
| 3 | +// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
| 4 | +// See https://llvm.org/LICENSE.txt for license information. |
| 5 | +// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
| 6 | +// |
| 7 | +//===----------------------------------------------------------------------===// |
| 8 | + |
| 9 | +#include "src/math/log2f16.h" |
| 10 | +#include "expxf16.h" |
| 11 | +#include "hdr/errno_macros.h" |
| 12 | +#include "hdr/fenv_macros.h" |
| 13 | +#include "src/__support/FPUtil/FEnvImpl.h" |
| 14 | +#include "src/__support/FPUtil/FPBits.h" |
| 15 | +#include "src/__support/FPUtil/PolyEval.h" |
| 16 | +#include "src/__support/FPUtil/cast.h" |
| 17 | +#include "src/__support/FPUtil/except_value_utils.h" |
| 18 | +#include "src/__support/FPUtil/multiply_add.h" |
| 19 | +#include "src/__support/common.h" |
| 20 | +#include "src/__support/macros/config.h" |
| 21 | +#include "src/__support/macros/optimization.h" |
| 22 | +#include "src/__support/macros/properties/cpu_features.h" |
| 23 | + |
| 24 | +namespace LIBC_NAMESPACE_DECL { |
| 25 | + |
| 26 | +#ifdef LIBC_TARGET_CPU_HAS_FMA |
| 27 | +static constexpr size_t N_LOG2F16_EXCEPTS = 2; |
| 28 | +#else |
| 29 | +static constexpr size_t N_LOG2F16_EXCEPTS = 9; |
| 30 | +#endif |
| 31 | + |
| 32 | +static constexpr fputil::ExceptValues<float16, N_LOG2F16_EXCEPTS> |
| 33 | + LOG2F16_EXCEPTS = {{ |
| 34 | +// (input, RZ output, RU offset, RD offset, RN offset) |
| 35 | +#ifndef LIBC_TARGET_CPU_HAS_FMA |
| 36 | + // x = 0x1.224p-1, log2f16(x) = -0x1.a34p-1 (RZ) |
| 37 | + {0x3889U, 0xba8dU, 0U, 1U, 0U}, |
| 38 | + // x = 0x1.e34p-1, log2f16(x) = -0x1.558p-4 (RZ) |
| 39 | + {0x3b8dU, 0xad56U, 0U, 1U, 0U}, |
| 40 | +#endif |
| 41 | + // x = 0x1.e8cp-1, log2f16(x) = -0x1.128p-4 (RZ) |
| 42 | + {0x3ba3U, 0xac4aU, 0U, 1U, 0U}, |
| 43 | +#ifndef LIBC_TARGET_CPU_HAS_FMA |
| 44 | + // x = 0x1.f98p-1, log2f16(x) = -0x1.2ep-6 (RZ) |
| 45 | + {0x3be6U, 0xa4b8U, 0U, 1U, 0U}, |
| 46 | + // x = 0x1.facp-1, log2f16(x) = -0x1.e7p-7 (RZ) |
| 47 | + {0x3bebU, 0xa39cU, 0U, 1U, 1U}, |
| 48 | +#endif |
| 49 | + // x = 0x1.fb4p-1, log2f16(x) = -0x1.b88p-7 (RZ) |
| 50 | + {0x3bedU, 0xa2e2U, 0U, 1U, 1U}, |
| 51 | +#ifndef LIBC_TARGET_CPU_HAS_FMA |
| 52 | + // x = 0x1.fecp-1, log2f16(x) = -0x1.cep-9 (RZ) |
| 53 | + {0x3bfbU, 0x9b38U, 0U, 1U, 1U}, |
| 54 | + // x = 0x1.ffcp-1, log2f16(x) = -0x1.714p-11 (RZ) |
| 55 | + {0x3bffU, 0x91c5U, 0U, 1U, 1U}, |
| 56 | + // x = 0x1.224p+0, log2f16(x) = 0x1.72cp-3 (RZ) |
| 57 | + {0x3c89U, 0x31cbU, 1U, 0U, 1U}, |
| 58 | +#endif |
| 59 | + }}; |
| 60 | + |
| 61 | +LLVM_LIBC_FUNCTION(float16, log2f16, (float16 x)) { |
| 62 | + using FPBits = fputil::FPBits<float16>; |
| 63 | + FPBits x_bits(x); |
| 64 | + |
| 65 | + uint16_t x_u = x_bits.uintval(); |
| 66 | + |
| 67 | + // If x <= 0, or x is 1, or x is +inf, or x is NaN. |
| 68 | + if (LIBC_UNLIKELY(x_u == 0U || x_u == 0x3c00U || x_u >= 0x7c00U)) { |
| 69 | + // log2(NaN) = NaN |
| 70 | + if (x_bits.is_nan()) { |
| 71 | + if (x_bits.is_signaling_nan()) { |
| 72 | + fputil::raise_except_if_required(FE_INVALID); |
| 73 | + return FPBits::quiet_nan().get_val(); |
| 74 | + } |
| 75 | + |
| 76 | + return x; |
| 77 | + } |
| 78 | + |
| 79 | + // log2(+/-0) = −inf |
| 80 | + if ((x_u & 0x7fffU) == 0U) { |
| 81 | + fputil::raise_except_if_required(FE_DIVBYZERO); |
| 82 | + return FPBits::inf(Sign::NEG).get_val(); |
| 83 | + } |
| 84 | + |
| 85 | + if (x_u == 0x3c00U) |
| 86 | + return FPBits::zero().get_val(); |
| 87 | + |
| 88 | + // When x < 0. |
| 89 | + if (x_u > 0x8000U) { |
| 90 | + fputil::set_errno_if_required(EDOM); |
| 91 | + fputil::raise_except_if_required(FE_INVALID); |
| 92 | + return FPBits::quiet_nan().get_val(); |
| 93 | + } |
| 94 | + |
| 95 | + // log2(+inf) = +inf |
| 96 | + return FPBits::inf().get_val(); |
| 97 | + } |
| 98 | + |
| 99 | + if (auto r = LOG2F16_EXCEPTS.lookup(x_u); LIBC_UNLIKELY(r.has_value())) |
| 100 | + return r.value(); |
| 101 | + |
| 102 | + // To compute log2(x), we perform the following range reduction: |
| 103 | + // x = 2^m * 1.mant, |
| 104 | + // log2(x) = m + log2(1.mant). |
| 105 | + // To compute log2(1.mant), let f be the highest 6 bits including the hidden |
| 106 | + // bit, and d be the difference (1.mant - f), i.e., the remaining 5 bits of |
| 107 | + // the mantissa, then: |
| 108 | + // log2(1.mant) = log2(f) + log2(1.mant / f) |
| 109 | + // = log2(f) + log2(1 + d/f) |
| 110 | + // since d/f is sufficiently small. |
| 111 | + // We store log2(f) and 1/f in the lookup tables LOG2F_F and ONE_OVER_F_F |
| 112 | + // respectively. |
| 113 | + |
| 114 | + int m = -FPBits::EXP_BIAS; |
| 115 | + |
| 116 | + // When x is subnormal, normalize it. |
| 117 | + if ((x_u & FPBits::EXP_MASK) == 0U) { |
| 118 | + // Can't pass an integer to fputil::cast directly. |
| 119 | + constexpr float NORMALIZE_EXP = 1U << FPBits::FRACTION_LEN; |
| 120 | + x_bits = FPBits(x_bits.get_val() * fputil::cast<float16>(NORMALIZE_EXP)); |
| 121 | + x_u = x_bits.uintval(); |
| 122 | + m -= FPBits::FRACTION_LEN; |
| 123 | + } |
| 124 | + |
| 125 | + uint16_t mant = x_bits.get_mantissa(); |
| 126 | + // Leading 10 - 5 = 5 bits of the mantissa. |
| 127 | + int f = mant >> 5; |
| 128 | + // Unbiased exponent. |
| 129 | + m += x_u >> FPBits::FRACTION_LEN; |
| 130 | + |
| 131 | + // Set bits to 1.mant instead of 2^m * 1.mant. |
| 132 | + x_bits.set_biased_exponent(FPBits::EXP_BIAS); |
| 133 | + float mant_f = x_bits.get_val(); |
| 134 | + // v = 1.mant * 1/f - 1 = d/f |
| 135 | + float v = fputil::multiply_add(mant_f, ONE_OVER_F_F[f], -1.0f); |
| 136 | + |
| 137 | + // Degree-3 minimax polynomial generated by Sollya with the following |
| 138 | + // commands: |
| 139 | + // > display = hexadecimal; |
| 140 | + // > P = fpminimax(log2(1 + x)/x, 2, [|SG...|], [-2^-5, 2^-5]); |
| 141 | + // > x * P; |
| 142 | + float log2p1_d_over_f = |
| 143 | + v * fputil::polyeval(v, 0x1.715476p+0f, -0x1.71771ap-1f, 0x1.ecb38ep-2f); |
| 144 | + // log2(1.mant) = log2(f) + log2(1 + d/f) |
| 145 | + float log2_1_mant = LOG2F_F[f] + log2p1_d_over_f; |
| 146 | + return fputil::cast<float16>(static_cast<float>(m) + log2_1_mant); |
| 147 | +} |
| 148 | + |
| 149 | +} // namespace LIBC_NAMESPACE_DECL |
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