summaryrefslogtreecommitdiffstats
path: root/lib/Analysis/BranchProbabilityInfo.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'lib/Analysis/BranchProbabilityInfo.cpp')
-rw-r--r--lib/Analysis/BranchProbabilityInfo.cpp401
1 files changed, 200 insertions, 201 deletions
diff --git a/lib/Analysis/BranchProbabilityInfo.cpp b/lib/Analysis/BranchProbabilityInfo.cpp
index bde3b76..2730ce6 100644
--- a/lib/Analysis/BranchProbabilityInfo.cpp
+++ b/lib/Analysis/BranchProbabilityInfo.cpp
@@ -12,11 +12,14 @@
//===----------------------------------------------------------------------===//
#include "llvm/Constants.h"
+#include "llvm/Function.h"
#include "llvm/Instructions.h"
#include "llvm/LLVMContext.h"
#include "llvm/Metadata.h"
#include "llvm/Analysis/BranchProbabilityInfo.h"
#include "llvm/Analysis/LoopInfo.h"
+#include "llvm/ADT/PostOrderIterator.h"
+#include "llvm/Support/CFG.h"
#include "llvm/Support/Debug.h"
using namespace llvm;
@@ -29,121 +32,118 @@ INITIALIZE_PASS_END(BranchProbabilityInfo, "branch-prob",
char BranchProbabilityInfo::ID = 0;
-namespace {
-// Please note that BranchProbabilityAnalysis is not a FunctionPass.
-// It is created by BranchProbabilityInfo (which is a FunctionPass), which
-// provides a clear interface. Thanks to that, all heuristics and other
-// private methods are hidden in the .cpp file.
-class BranchProbabilityAnalysis {
-
- typedef std::pair<const BasicBlock *, const BasicBlock *> Edge;
-
- DenseMap<Edge, uint32_t> *Weights;
-
- BranchProbabilityInfo *BP;
-
- LoopInfo *LI;
-
-
- // Weights are for internal use only. They are used by heuristics to help to
- // estimate edges' probability. Example:
- //
- // Using "Loop Branch Heuristics" we predict weights of edges for the
- // block BB2.
- // ...
- // |
- // V
- // BB1<-+
- // | |
- // | | (Weight = 124)
- // V |
- // BB2--+
- // |
- // | (Weight = 4)
- // V
- // BB3
- //
- // Probability of the edge BB2->BB1 = 124 / (124 + 4) = 0.96875
- // Probability of the edge BB2->BB3 = 4 / (124 + 4) = 0.03125
-
- static const uint32_t LBH_TAKEN_WEIGHT = 124;
- static const uint32_t LBH_NONTAKEN_WEIGHT = 4;
-
- static const uint32_t RH_TAKEN_WEIGHT = 24;
- static const uint32_t RH_NONTAKEN_WEIGHT = 8;
-
- static const uint32_t PH_TAKEN_WEIGHT = 20;
- static const uint32_t PH_NONTAKEN_WEIGHT = 12;
-
- static const uint32_t ZH_TAKEN_WEIGHT = 20;
- static const uint32_t ZH_NONTAKEN_WEIGHT = 12;
-
- // Standard weight value. Used when none of the heuristics set weight for
- // the edge.
- static const uint32_t NORMAL_WEIGHT = 16;
-
- // Minimum weight of an edge. Please note, that weight is NEVER 0.
- static const uint32_t MIN_WEIGHT = 1;
-
- // Return TRUE if BB leads directly to a Return Instruction.
- static bool isReturningBlock(BasicBlock *BB) {
- SmallPtrSet<BasicBlock *, 8> Visited;
-
- while (true) {
- TerminatorInst *TI = BB->getTerminator();
- if (isa<ReturnInst>(TI))
- return true;
-
- if (TI->getNumSuccessors() > 1)
- break;
-
- // It is unreachable block which we can consider as a return instruction.
- if (TI->getNumSuccessors() == 0)
- return true;
-
- Visited.insert(BB);
- BB = TI->getSuccessor(0);
+// Weights are for internal use only. They are used by heuristics to help to
+// estimate edges' probability. Example:
+//
+// Using "Loop Branch Heuristics" we predict weights of edges for the
+// block BB2.
+// ...
+// |
+// V
+// BB1<-+
+// | |
+// | | (Weight = 124)
+// V |
+// BB2--+
+// |
+// | (Weight = 4)
+// V
+// BB3
+//
+// Probability of the edge BB2->BB1 = 124 / (124 + 4) = 0.96875
+// Probability of the edge BB2->BB3 = 4 / (124 + 4) = 0.03125
+static const uint32_t LBH_TAKEN_WEIGHT = 124;
+static const uint32_t LBH_NONTAKEN_WEIGHT = 4;
+
+/// \brief Unreachable-terminating branch taken weight.
+///
+/// This is the weight for a branch being taken to a block that terminates
+/// (eventually) in unreachable. These are predicted as unlikely as possible.
+static const uint32_t UR_TAKEN_WEIGHT = 1;
+
+/// \brief Unreachable-terminating branch not-taken weight.
+///
+/// This is the weight for a branch not being taken toward a block that
+/// terminates (eventually) in unreachable. Such a branch is essentially never
+/// taken. Set the weight to an absurdly high value so that nested loops don't
+/// easily subsume it.
+static const uint32_t UR_NONTAKEN_WEIGHT = 1024*1024 - 1;
+
+static const uint32_t PH_TAKEN_WEIGHT = 20;
+static const uint32_t PH_NONTAKEN_WEIGHT = 12;
+
+static const uint32_t ZH_TAKEN_WEIGHT = 20;
+static const uint32_t ZH_NONTAKEN_WEIGHT = 12;
+
+static const uint32_t FPH_TAKEN_WEIGHT = 20;
+static const uint32_t FPH_NONTAKEN_WEIGHT = 12;
+
+// Standard weight value. Used when none of the heuristics set weight for
+// the edge.
+static const uint32_t NORMAL_WEIGHT = 16;
+
+// Minimum weight of an edge. Please note, that weight is NEVER 0.
+static const uint32_t MIN_WEIGHT = 1;
+
+static uint32_t getMaxWeightFor(BasicBlock *BB) {
+ return UINT32_MAX / BB->getTerminator()->getNumSuccessors();
+}
- // Stop if cycle is detected.
- if (Visited.count(BB))
- return false;
- }
+/// \brief Calculate edge weights for successors lead to unreachable.
+///
+/// Predict that a successor which leads necessarily to an
+/// unreachable-terminated block as extremely unlikely.
+bool BranchProbabilityInfo::calcUnreachableHeuristics(BasicBlock *BB) {
+ TerminatorInst *TI = BB->getTerminator();
+ if (TI->getNumSuccessors() == 0) {
+ if (isa<UnreachableInst>(TI))
+ PostDominatedByUnreachable.insert(BB);
return false;
}
- uint32_t getMaxWeightFor(BasicBlock *BB) const {
- return UINT32_MAX / BB->getTerminator()->getNumSuccessors();
- }
+ SmallPtrSet<BasicBlock *, 4> UnreachableEdges;
+ SmallPtrSet<BasicBlock *, 4> ReachableEdges;
-public:
- BranchProbabilityAnalysis(DenseMap<Edge, uint32_t> *W,
- BranchProbabilityInfo *BP, LoopInfo *LI)
- : Weights(W), BP(BP), LI(LI) {
+ for (succ_iterator I = succ_begin(BB), E = succ_end(BB); I != E; ++I) {
+ if (PostDominatedByUnreachable.count(*I))
+ UnreachableEdges.insert(*I);
+ else
+ ReachableEdges.insert(*I);
}
- // Metadata Weights
- bool calcMetadataWeights(BasicBlock *BB);
+ // If all successors are in the set of blocks post-dominated by unreachable,
+ // this block is too.
+ if (UnreachableEdges.size() == TI->getNumSuccessors())
+ PostDominatedByUnreachable.insert(BB);
- // Return Heuristics
- bool calcReturnHeuristics(BasicBlock *BB);
-
- // Pointer Heuristics
- bool calcPointerHeuristics(BasicBlock *BB);
-
- // Loop Branch Heuristics
- bool calcLoopBranchHeuristics(BasicBlock *BB);
+ // Skip probabilities if this block has a single successor or if all were
+ // reachable.
+ if (TI->getNumSuccessors() == 1 || UnreachableEdges.empty())
+ return false;
- // Zero Heurestics
- bool calcZeroHeuristics(BasicBlock *BB);
+ uint32_t UnreachableWeight =
+ std::max(UR_TAKEN_WEIGHT / UnreachableEdges.size(), MIN_WEIGHT);
+ for (SmallPtrSet<BasicBlock *, 4>::iterator I = UnreachableEdges.begin(),
+ E = UnreachableEdges.end();
+ I != E; ++I)
+ setEdgeWeight(BB, *I, UnreachableWeight);
+
+ if (ReachableEdges.empty())
+ return true;
+ uint32_t ReachableWeight =
+ std::max(UR_NONTAKEN_WEIGHT / ReachableEdges.size(), NORMAL_WEIGHT);
+ for (SmallPtrSet<BasicBlock *, 4>::iterator I = ReachableEdges.begin(),
+ E = ReachableEdges.end();
+ I != E; ++I)
+ setEdgeWeight(BB, *I, ReachableWeight);
- bool runOnFunction(Function &F);
-};
-} // end anonymous namespace
+ return true;
+}
// Propagate existing explicit probabilities from either profile data or
// 'expect' intrinsic processing.
-bool BranchProbabilityAnalysis::calcMetadataWeights(BasicBlock *BB) {
+bool BranchProbabilityInfo::calcMetadataWeights(BasicBlock *BB) {
TerminatorInst *TI = BB->getTerminator();
if (TI->getNumSuccessors() == 1)
return false;
@@ -174,54 +174,14 @@ bool BranchProbabilityAnalysis::calcMetadataWeights(BasicBlock *BB) {
}
assert(Weights.size() == TI->getNumSuccessors() && "Checked above");
for (unsigned i = 0, e = TI->getNumSuccessors(); i != e; ++i)
- BP->setEdgeWeight(BB, TI->getSuccessor(i), Weights[i]);
+ setEdgeWeight(BB, TI->getSuccessor(i), Weights[i]);
return true;
}
-// Calculate Edge Weights using "Return Heuristics". Predict a successor which
-// leads directly to Return Instruction will not be taken.
-bool BranchProbabilityAnalysis::calcReturnHeuristics(BasicBlock *BB){
- if (BB->getTerminator()->getNumSuccessors() == 1)
- return false;
-
- SmallPtrSet<BasicBlock *, 4> ReturningEdges;
- SmallPtrSet<BasicBlock *, 4> StayEdges;
-
- for (succ_iterator I = succ_begin(BB), E = succ_end(BB); I != E; ++I) {
- BasicBlock *Succ = *I;
- if (isReturningBlock(Succ))
- ReturningEdges.insert(Succ);
- else
- StayEdges.insert(Succ);
- }
-
- if (uint32_t numStayEdges = StayEdges.size()) {
- uint32_t stayWeight = RH_TAKEN_WEIGHT / numStayEdges;
- if (stayWeight < NORMAL_WEIGHT)
- stayWeight = NORMAL_WEIGHT;
-
- for (SmallPtrSet<BasicBlock *, 4>::iterator I = StayEdges.begin(),
- E = StayEdges.end(); I != E; ++I)
- BP->setEdgeWeight(BB, *I, stayWeight);
- }
-
- if (uint32_t numRetEdges = ReturningEdges.size()) {
- uint32_t retWeight = RH_NONTAKEN_WEIGHT / numRetEdges;
- if (retWeight < MIN_WEIGHT)
- retWeight = MIN_WEIGHT;
- for (SmallPtrSet<BasicBlock *, 4>::iterator I = ReturningEdges.begin(),
- E = ReturningEdges.end(); I != E; ++I) {
- BP->setEdgeWeight(BB, *I, retWeight);
- }
- }
-
- return ReturningEdges.size() > 0;
-}
-
// Calculate Edge Weights using "Pointer Heuristics". Predict a comparsion
// between two pointer or pointer and NULL will fail.
-bool BranchProbabilityAnalysis::calcPointerHeuristics(BasicBlock *BB) {
+bool BranchProbabilityInfo::calcPointerHeuristics(BasicBlock *BB) {
BranchInst * BI = dyn_cast<BranchInst>(BB->getTerminator());
if (!BI || !BI->isConditional())
return false;
@@ -249,16 +209,14 @@ bool BranchProbabilityAnalysis::calcPointerHeuristics(BasicBlock *BB) {
if (!isProb)
std::swap(Taken, NonTaken);
- BP->setEdgeWeight(BB, Taken, PH_TAKEN_WEIGHT);
- BP->setEdgeWeight(BB, NonTaken, PH_NONTAKEN_WEIGHT);
+ setEdgeWeight(BB, Taken, PH_TAKEN_WEIGHT);
+ setEdgeWeight(BB, NonTaken, PH_NONTAKEN_WEIGHT);
return true;
}
// Calculate Edge Weights using "Loop Branch Heuristics". Predict backedges
// as taken, exiting edges as not-taken.
-bool BranchProbabilityAnalysis::calcLoopBranchHeuristics(BasicBlock *BB) {
- uint32_t numSuccs = BB->getTerminator()->getNumSuccessors();
-
+bool BranchProbabilityInfo::calcLoopBranchHeuristics(BasicBlock *BB) {
Loop *L = LI->getLoopFor(BB);
if (!L)
return false;
@@ -267,17 +225,13 @@ bool BranchProbabilityAnalysis::calcLoopBranchHeuristics(BasicBlock *BB) {
SmallPtrSet<BasicBlock *, 8> ExitingEdges;
SmallPtrSet<BasicBlock *, 8> InEdges; // Edges from header to the loop.
- bool isHeader = BB == L->getHeader();
-
for (succ_iterator I = succ_begin(BB), E = succ_end(BB); I != E; ++I) {
- BasicBlock *Succ = *I;
- Loop *SuccL = LI->getLoopFor(Succ);
- if (SuccL != L)
- ExitingEdges.insert(Succ);
- else if (Succ == L->getHeader())
- BackEdges.insert(Succ);
- else if (isHeader)
- InEdges.insert(Succ);
+ if (!L->contains(*I))
+ ExitingEdges.insert(*I);
+ else if (L->getHeader() == *I)
+ BackEdges.insert(*I);
+ else
+ InEdges.insert(*I);
}
if (uint32_t numBackEdges = BackEdges.size()) {
@@ -288,7 +242,7 @@ bool BranchProbabilityAnalysis::calcLoopBranchHeuristics(BasicBlock *BB) {
for (SmallPtrSet<BasicBlock *, 8>::iterator EI = BackEdges.begin(),
EE = BackEdges.end(); EI != EE; ++EI) {
BasicBlock *Back = *EI;
- BP->setEdgeWeight(BB, Back, backWeight);
+ setEdgeWeight(BB, Back, backWeight);
}
}
@@ -300,27 +254,26 @@ bool BranchProbabilityAnalysis::calcLoopBranchHeuristics(BasicBlock *BB) {
for (SmallPtrSet<BasicBlock *, 8>::iterator EI = InEdges.begin(),
EE = InEdges.end(); EI != EE; ++EI) {
BasicBlock *Back = *EI;
- BP->setEdgeWeight(BB, Back, inWeight);
+ setEdgeWeight(BB, Back, inWeight);
}
}
- uint32_t numExitingEdges = ExitingEdges.size();
- if (uint32_t numNonExitingEdges = numSuccs - numExitingEdges) {
- uint32_t exitWeight = LBH_NONTAKEN_WEIGHT / numNonExitingEdges;
+ if (uint32_t numExitingEdges = ExitingEdges.size()) {
+ uint32_t exitWeight = LBH_NONTAKEN_WEIGHT / numExitingEdges;
if (exitWeight < MIN_WEIGHT)
exitWeight = MIN_WEIGHT;
for (SmallPtrSet<BasicBlock *, 8>::iterator EI = ExitingEdges.begin(),
EE = ExitingEdges.end(); EI != EE; ++EI) {
BasicBlock *Exiting = *EI;
- BP->setEdgeWeight(BB, Exiting, exitWeight);
+ setEdgeWeight(BB, Exiting, exitWeight);
}
}
return true;
}
-bool BranchProbabilityAnalysis::calcZeroHeuristics(BasicBlock *BB) {
+bool BranchProbabilityInfo::calcZeroHeuristics(BasicBlock *BB) {
BranchInst * BI = dyn_cast<BranchInst>(BB->getTerminator());
if (!BI || !BI->isConditional())
return false;
@@ -375,45 +328,94 @@ bool BranchProbabilityAnalysis::calcZeroHeuristics(BasicBlock *BB) {
if (!isProb)
std::swap(Taken, NonTaken);
- BP->setEdgeWeight(BB, Taken, ZH_TAKEN_WEIGHT);
- BP->setEdgeWeight(BB, NonTaken, ZH_NONTAKEN_WEIGHT);
+ setEdgeWeight(BB, Taken, ZH_TAKEN_WEIGHT);
+ setEdgeWeight(BB, NonTaken, ZH_NONTAKEN_WEIGHT);
return true;
}
+bool BranchProbabilityInfo::calcFloatingPointHeuristics(BasicBlock *BB) {
+ BranchInst *BI = dyn_cast<BranchInst>(BB->getTerminator());
+ if (!BI || !BI->isConditional())
+ return false;
-bool BranchProbabilityAnalysis::runOnFunction(Function &F) {
-
- for (Function::iterator I = F.begin(), E = F.end(); I != E; ) {
- BasicBlock *BB = I++;
-
- if (calcMetadataWeights(BB))
- continue;
+ Value *Cond = BI->getCondition();
+ FCmpInst *FCmp = dyn_cast<FCmpInst>(Cond);
+ if (!FCmp)
+ return false;
- if (calcLoopBranchHeuristics(BB))
- continue;
+ bool isProb;
+ if (FCmp->isEquality()) {
+ // f1 == f2 -> Unlikely
+ // f1 != f2 -> Likely
+ isProb = !FCmp->isTrueWhenEqual();
+ } else if (FCmp->getPredicate() == FCmpInst::FCMP_ORD) {
+ // !isnan -> Likely
+ isProb = true;
+ } else if (FCmp->getPredicate() == FCmpInst::FCMP_UNO) {
+ // isnan -> Unlikely
+ isProb = false;
+ } else {
+ return false;
+ }
- if (calcReturnHeuristics(BB))
- continue;
+ BasicBlock *Taken = BI->getSuccessor(0);
+ BasicBlock *NonTaken = BI->getSuccessor(1);
- if (calcPointerHeuristics(BB))
- continue;
+ if (!isProb)
+ std::swap(Taken, NonTaken);
- calcZeroHeuristics(BB);
- }
+ setEdgeWeight(BB, Taken, FPH_TAKEN_WEIGHT);
+ setEdgeWeight(BB, NonTaken, FPH_NONTAKEN_WEIGHT);
- return false;
+ return true;
}
void BranchProbabilityInfo::getAnalysisUsage(AnalysisUsage &AU) const {
- AU.addRequired<LoopInfo>();
- AU.setPreservesAll();
+ AU.addRequired<LoopInfo>();
+ AU.setPreservesAll();
}
bool BranchProbabilityInfo::runOnFunction(Function &F) {
- LoopInfo &LI = getAnalysis<LoopInfo>();
- BranchProbabilityAnalysis BPA(&Weights, this, &LI);
- return BPA.runOnFunction(F);
+ LastF = &F; // Store the last function we ran on for printing.
+ LI = &getAnalysis<LoopInfo>();
+ assert(PostDominatedByUnreachable.empty());
+
+ // Walk the basic blocks in post-order so that we can build up state about
+ // the successors of a block iteratively.
+ for (po_iterator<BasicBlock *> I = po_begin(&F.getEntryBlock()),
+ E = po_end(&F.getEntryBlock());
+ I != E; ++I) {
+ DEBUG(dbgs() << "Computing probabilities for " << I->getName() << "\n");
+ if (calcUnreachableHeuristics(*I))
+ continue;
+ if (calcMetadataWeights(*I))
+ continue;
+ if (calcLoopBranchHeuristics(*I))
+ continue;
+ if (calcPointerHeuristics(*I))
+ continue;
+ if (calcZeroHeuristics(*I))
+ continue;
+ calcFloatingPointHeuristics(*I);
+ }
+
+ PostDominatedByUnreachable.clear();
+ return false;
+}
+
+void BranchProbabilityInfo::print(raw_ostream &OS, const Module *) const {
+ OS << "---- Branch Probabilities ----\n";
+ // We print the probabilities from the last function the analysis ran over,
+ // or the function it is currently running over.
+ assert(LastF && "Cannot print prior to running over a function");
+ for (Function::const_iterator BI = LastF->begin(), BE = LastF->end();
+ BI != BE; ++BI) {
+ for (succ_const_iterator SI = succ_begin(BI), SE = succ_end(BI);
+ SI != SE; ++SI) {
+ printEdgeProbability(OS << " ", BI, *SI);
+ }
+ }
}
uint32_t BranchProbabilityInfo::getSumForBlock(const BasicBlock *BB) const {
@@ -434,12 +436,8 @@ uint32_t BranchProbabilityInfo::getSumForBlock(const BasicBlock *BB) const {
bool BranchProbabilityInfo::
isEdgeHot(const BasicBlock *Src, const BasicBlock *Dst) const {
// Hot probability is at least 4/5 = 80%
- uint32_t Weight = getEdgeWeight(Src, Dst);
- uint32_t Sum = getSumForBlock(Src);
-
- // FIXME: Implement BranchProbability::compare then change this code to
- // compare this BranchProbability against a static "hot" BranchProbability.
- return (uint64_t)Weight * 5 > (uint64_t)Sum * 4;
+ // FIXME: Compare against a static "hot" BranchProbability.
+ return getEdgeProbability(Src, Dst) > BranchProbability(4, 5);
}
BasicBlock *BranchProbabilityInfo::getHotSucc(BasicBlock *BB) const {
@@ -461,8 +459,8 @@ BasicBlock *BranchProbabilityInfo::getHotSucc(BasicBlock *BB) const {
}
}
- // FIXME: Use BranchProbability::compare.
- if ((uint64_t)MaxWeight * 5 > (uint64_t)Sum * 4)
+ // Hot probability is at least 4/5 = 80%
+ if (BranchProbability(MaxWeight, Sum) > BranchProbability(4, 5))
return MaxSucc;
return 0;
@@ -483,8 +481,8 @@ getEdgeWeight(const BasicBlock *Src, const BasicBlock *Dst) const {
void BranchProbabilityInfo::
setEdgeWeight(const BasicBlock *Src, const BasicBlock *Dst, uint32_t Weight) {
Weights[std::make_pair(Src, Dst)] = Weight;
- DEBUG(dbgs() << "set edge " << Src->getNameStr() << " -> "
- << Dst->getNameStr() << " weight to " << Weight
+ DEBUG(dbgs() << "set edge " << Src->getName() << " -> "
+ << Dst->getName() << " weight to " << Weight
<< (isEdgeHot(Src, Dst) ? " [is HOT now]\n" : "\n"));
}
@@ -499,11 +497,12 @@ getEdgeProbability(const BasicBlock *Src, const BasicBlock *Dst) const {
}
raw_ostream &
-BranchProbabilityInfo::printEdgeProbability(raw_ostream &OS, BasicBlock *Src,
- BasicBlock *Dst) const {
+BranchProbabilityInfo::printEdgeProbability(raw_ostream &OS,
+ const BasicBlock *Src,
+ const BasicBlock *Dst) const {
const BranchProbability Prob = getEdgeProbability(Src, Dst);
- OS << "edge " << Src->getNameStr() << " -> " << Dst->getNameStr()
+ OS << "edge " << Src->getName() << " -> " << Dst->getName()
<< " probability is " << Prob
<< (isEdgeHot(Src, Dst) ? " [HOT edge]\n" : "\n");
OpenPOWER on IntegriCloud