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| 14 | pmbaty | 1 | //===- BranchProbability.h - Branch Probability Wrapper ---------*- C++ -*-===// |
| 2 | // |
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| 3 | // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
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| 4 | // See https://llvm.org/LICENSE.txt for license information. |
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| 5 | // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
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| 6 | // |
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| 7 | //===----------------------------------------------------------------------===// |
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| 8 | // |
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| 9 | // Definition of BranchProbability shared by IR and Machine Instructions. |
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| 10 | // |
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| 11 | //===----------------------------------------------------------------------===// |
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| 12 | |||
| 13 | #ifndef LLVM_SUPPORT_BRANCHPROBABILITY_H |
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| 14 | #define LLVM_SUPPORT_BRANCHPROBABILITY_H |
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| 15 | |||
| 16 | #include "llvm/Support/DataTypes.h" |
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| 17 | #include <algorithm> |
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| 18 | #include <cassert> |
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| 19 | #include <iterator> |
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| 20 | #include <numeric> |
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| 21 | |||
| 22 | namespace llvm { |
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| 23 | |||
| 24 | class raw_ostream; |
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| 25 | |||
| 26 | // This class represents Branch Probability as a non-negative fraction that is |
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| 27 | // no greater than 1. It uses a fixed-point-like implementation, in which the |
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| 28 | // denominator is always a constant value (here we use 1<<31 for maximum |
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| 29 | // precision). |
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| 30 | class BranchProbability { |
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| 31 | // Numerator |
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| 32 | uint32_t N; |
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| 33 | |||
| 34 | // Denominator, which is a constant value. |
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| 35 | static constexpr uint32_t D = 1u << 31; |
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| 36 | static constexpr uint32_t UnknownN = UINT32_MAX; |
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| 37 | |||
| 38 | // Construct a BranchProbability with only numerator assuming the denominator |
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| 39 | // is 1<<31. For internal use only. |
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| 40 | explicit BranchProbability(uint32_t n) : N(n) {} |
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| 41 | |||
| 42 | public: |
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| 43 | BranchProbability() : N(UnknownN) {} |
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| 44 | BranchProbability(uint32_t Numerator, uint32_t Denominator); |
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| 45 | |||
| 46 | bool isZero() const { return N == 0; } |
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| 47 | bool isUnknown() const { return N == UnknownN; } |
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| 48 | |||
| 49 | static BranchProbability getZero() { return BranchProbability(0); } |
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| 50 | static BranchProbability getOne() { return BranchProbability(D); } |
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| 51 | static BranchProbability getUnknown() { return BranchProbability(UnknownN); } |
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| 52 | // Create a BranchProbability object with the given numerator and 1<<31 |
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| 53 | // as denominator. |
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| 54 | static BranchProbability getRaw(uint32_t N) { return BranchProbability(N); } |
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| 55 | // Create a BranchProbability object from 64-bit integers. |
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| 56 | static BranchProbability getBranchProbability(uint64_t Numerator, |
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| 57 | uint64_t Denominator); |
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| 58 | |||
| 59 | // Normalize given probabilties so that the sum of them becomes approximate |
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| 60 | // one. |
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| 61 | template <class ProbabilityIter> |
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| 62 | static void normalizeProbabilities(ProbabilityIter Begin, |
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| 63 | ProbabilityIter End); |
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| 64 | |||
| 65 | uint32_t getNumerator() const { return N; } |
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| 66 | static uint32_t getDenominator() { return D; } |
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| 67 | |||
| 68 | // Return (1 - Probability). |
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| 69 | BranchProbability getCompl() const { return BranchProbability(D - N); } |
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| 70 | |||
| 71 | raw_ostream &print(raw_ostream &OS) const; |
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| 72 | |||
| 73 | void dump() const; |
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| 74 | |||
| 75 | /// Scale a large integer. |
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| 76 | /// |
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| 77 | /// Scales \c Num. Guarantees full precision. Returns the floor of the |
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| 78 | /// result. |
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| 79 | /// |
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| 80 | /// \return \c Num times \c this. |
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| 81 | uint64_t scale(uint64_t Num) const; |
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| 82 | |||
| 83 | /// Scale a large integer by the inverse. |
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| 84 | /// |
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| 85 | /// Scales \c Num by the inverse of \c this. Guarantees full precision. |
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| 86 | /// Returns the floor of the result. |
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| 87 | /// |
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| 88 | /// \return \c Num divided by \c this. |
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| 89 | uint64_t scaleByInverse(uint64_t Num) const; |
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| 90 | |||
| 91 | BranchProbability &operator+=(BranchProbability RHS) { |
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| 92 | assert(N != UnknownN && RHS.N != UnknownN && |
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| 93 | "Unknown probability cannot participate in arithmetics."); |
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| 94 | // Saturate the result in case of overflow. |
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| 95 | N = (uint64_t(N) + RHS.N > D) ? D : N + RHS.N; |
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| 96 | return *this; |
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| 97 | } |
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| 98 | |||
| 99 | BranchProbability &operator-=(BranchProbability RHS) { |
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| 100 | assert(N != UnknownN && RHS.N != UnknownN && |
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| 101 | "Unknown probability cannot participate in arithmetics."); |
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| 102 | // Saturate the result in case of underflow. |
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| 103 | N = N < RHS.N ? 0 : N - RHS.N; |
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| 104 | return *this; |
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| 105 | } |
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| 106 | |||
| 107 | BranchProbability &operator*=(BranchProbability RHS) { |
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| 108 | assert(N != UnknownN && RHS.N != UnknownN && |
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| 109 | "Unknown probability cannot participate in arithmetics."); |
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| 110 | N = (static_cast<uint64_t>(N) * RHS.N + D / 2) / D; |
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| 111 | return *this; |
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| 112 | } |
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| 113 | |||
| 114 | BranchProbability &operator*=(uint32_t RHS) { |
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| 115 | assert(N != UnknownN && |
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| 116 | "Unknown probability cannot participate in arithmetics."); |
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| 117 | N = (uint64_t(N) * RHS > D) ? D : N * RHS; |
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| 118 | return *this; |
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| 119 | } |
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| 120 | |||
| 121 | BranchProbability &operator/=(BranchProbability RHS) { |
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| 122 | assert(N != UnknownN && RHS.N != UnknownN && |
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| 123 | "Unknown probability cannot participate in arithmetics."); |
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| 124 | N = (static_cast<uint64_t>(N) * D + RHS.N / 2) / RHS.N; |
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| 125 | return *this; |
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| 126 | } |
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| 127 | |||
| 128 | BranchProbability &operator/=(uint32_t RHS) { |
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| 129 | assert(N != UnknownN && |
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| 130 | "Unknown probability cannot participate in arithmetics."); |
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| 131 | assert(RHS > 0 && "The divider cannot be zero."); |
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| 132 | N /= RHS; |
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| 133 | return *this; |
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| 134 | } |
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| 135 | |||
| 136 | BranchProbability operator+(BranchProbability RHS) const { |
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| 137 | BranchProbability Prob(*this); |
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| 138 | Prob += RHS; |
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| 139 | return Prob; |
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| 140 | } |
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| 141 | |||
| 142 | BranchProbability operator-(BranchProbability RHS) const { |
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| 143 | BranchProbability Prob(*this); |
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| 144 | Prob -= RHS; |
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| 145 | return Prob; |
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| 146 | } |
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| 147 | |||
| 148 | BranchProbability operator*(BranchProbability RHS) const { |
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| 149 | BranchProbability Prob(*this); |
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| 150 | Prob *= RHS; |
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| 151 | return Prob; |
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| 152 | } |
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| 153 | |||
| 154 | BranchProbability operator*(uint32_t RHS) const { |
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| 155 | BranchProbability Prob(*this); |
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| 156 | Prob *= RHS; |
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| 157 | return Prob; |
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| 158 | } |
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| 159 | |||
| 160 | BranchProbability operator/(BranchProbability RHS) const { |
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| 161 | BranchProbability Prob(*this); |
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| 162 | Prob /= RHS; |
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| 163 | return Prob; |
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| 164 | } |
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| 165 | |||
| 166 | BranchProbability operator/(uint32_t RHS) const { |
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| 167 | BranchProbability Prob(*this); |
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| 168 | Prob /= RHS; |
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| 169 | return Prob; |
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| 170 | } |
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| 171 | |||
| 172 | bool operator==(BranchProbability RHS) const { return N == RHS.N; } |
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| 173 | bool operator!=(BranchProbability RHS) const { return !(*this == RHS); } |
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| 174 | |||
| 175 | bool operator<(BranchProbability RHS) const { |
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| 176 | assert(N != UnknownN && RHS.N != UnknownN && |
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| 177 | "Unknown probability cannot participate in comparisons."); |
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| 178 | return N < RHS.N; |
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| 179 | } |
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| 180 | |||
| 181 | bool operator>(BranchProbability RHS) const { |
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| 182 | assert(N != UnknownN && RHS.N != UnknownN && |
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| 183 | "Unknown probability cannot participate in comparisons."); |
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| 184 | return RHS < *this; |
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| 185 | } |
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| 186 | |||
| 187 | bool operator<=(BranchProbability RHS) const { |
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| 188 | assert(N != UnknownN && RHS.N != UnknownN && |
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| 189 | "Unknown probability cannot participate in comparisons."); |
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| 190 | return !(RHS < *this); |
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| 191 | } |
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| 192 | |||
| 193 | bool operator>=(BranchProbability RHS) const { |
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| 194 | assert(N != UnknownN && RHS.N != UnknownN && |
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| 195 | "Unknown probability cannot participate in comparisons."); |
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| 196 | return !(*this < RHS); |
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| 197 | } |
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| 198 | }; |
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| 199 | |||
| 200 | inline raw_ostream &operator<<(raw_ostream &OS, BranchProbability Prob) { |
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| 201 | return Prob.print(OS); |
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| 202 | } |
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| 203 | |||
| 204 | template <class ProbabilityIter> |
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| 205 | void BranchProbability::normalizeProbabilities(ProbabilityIter Begin, |
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| 206 | ProbabilityIter End) { |
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| 207 | if (Begin == End) |
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| 208 | return; |
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| 209 | |||
| 210 | unsigned UnknownProbCount = 0; |
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| 211 | uint64_t Sum = std::accumulate(Begin, End, uint64_t(0), |
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| 212 | [&](uint64_t S, const BranchProbability &BP) { |
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| 213 | if (!BP.isUnknown()) |
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| 214 | return S + BP.N; |
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| 215 | UnknownProbCount++; |
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| 216 | return S; |
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| 217 | }); |
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| 218 | |||
| 219 | if (UnknownProbCount > 0) { |
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| 220 | BranchProbability ProbForUnknown = BranchProbability::getZero(); |
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| 221 | // If the sum of all known probabilities is less than one, evenly distribute |
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| 222 | // the complement of sum to unknown probabilities. Otherwise, set unknown |
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| 223 | // probabilities to zeros and continue to normalize known probabilities. |
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| 224 | if (Sum < BranchProbability::getDenominator()) |
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| 225 | ProbForUnknown = BranchProbability::getRaw( |
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| 226 | (BranchProbability::getDenominator() - Sum) / UnknownProbCount); |
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| 227 | |||
| 228 | std::replace_if(Begin, End, |
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| 229 | [](const BranchProbability &BP) { return BP.isUnknown(); }, |
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| 230 | ProbForUnknown); |
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| 231 | |||
| 232 | if (Sum <= BranchProbability::getDenominator()) |
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| 233 | return; |
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| 234 | } |
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| 235 | |||
| 236 | if (Sum == 0) { |
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| 237 | BranchProbability BP(1, std::distance(Begin, End)); |
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| 238 | std::fill(Begin, End, BP); |
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| 239 | return; |
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| 240 | } |
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| 241 | |||
| 242 | for (auto I = Begin; I != End; ++I) |
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| 243 | I->N = (I->N * uint64_t(D) + Sum / 2) / Sum; |
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| 244 | } |
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| 245 | |||
| 246 | } |
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| 247 | |||
| 248 | #endif |