BranchProbability.h 8.1 KB

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