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[BPI] Detect branches in loops that make themselves not taken
If we have a loop like this:
int n = 0;
while (...) {
if (++n >= MAX) {
n = 0;
}
}
then the body of the 'if' statement will only be executed once every MAX
iterations. Detect this by looking for branches in loops where taking the branch
makes the branch condition evaluate to 'not taken' in the next iteration of the
loop, and reduce the probability of such branches.
This slightly improves EEMBC benchmarks on cortex-m4/cortex-m33 due to making
better choices in if-conversion, but has no effect on any other cpu/benchmark
that I could detect.
Differential Revision: https://reviews.llvm.org/D35804
llvm-svn: 325925
This commit is contained in:
John Brawn
parent
c4d023b434
commit
b5f75330dd
@ -85,6 +85,8 @@ char BranchProbabilityInfoWrapperPass::ID = 0;
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// Probability of the edge BB2->BB3 = 4 / (124 + 4) = 0.03125
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static const uint32_t LBH_TAKEN_WEIGHT = 124;
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static const uint32_t LBH_NONTAKEN_WEIGHT = 4;
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// Unlikely edges within a loop are half as likely as other edges
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static const uint32_t LBH_UNLIKELY_WEIGHT = 62;
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/// \brief Unreachable-terminating branch taken probability.
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///
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@ -457,6 +459,114 @@ static bool isSCCHeader(const BasicBlock *BB, int SccNum,
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return HeaderMapIt->second;
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}
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// Compute the unlikely successors to the block BB in the loop L, specifically
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// those that are unlikely because this is a loop, and add them to the
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// UnlikelyBlocks set.
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static void
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computeUnlikelySuccessors(const BasicBlock *BB, Loop *L,
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SmallPtrSetImpl<const BasicBlock*> &UnlikelyBlocks) {
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// Sometimes in a loop we have a branch whose condition is made false by
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// taking it. This is typically something like
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// int n = 0;
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// while (...) {
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// if (++n >= MAX) {
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// n = 0;
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// }
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// }
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// In this sort of situation taking the branch means that at the very least it
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// won't be taken again in the next iteration of the loop, so we should
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// consider it less likely than a typical branch.
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//
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// We detect this by looking back through the graph of PHI nodes that sets the
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// value that the condition depends on, and seeing if we can reach a successor
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// block which can be determined to make the condition false.
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//
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// FIXME: We currently consider unlikely blocks to be half as likely as other
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// blocks, but if we consider the example above the likelyhood is actually
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// 1/MAX. We could therefore be more precise in how unlikely we consider
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// blocks to be, but it would require more careful examination of the form
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// of the comparison expression.
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const BranchInst *BI = dyn_cast<BranchInst>(BB->getTerminator());
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if (!BI || !BI->isConditional())
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return;
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// Check if the branch is based on an instruction compared with a constant
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CmpInst *CI = dyn_cast<CmpInst>(BI->getCondition());
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if (!CI || !isa<Instruction>(CI->getOperand(0)) ||
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!isa<Constant>(CI->getOperand(1)))
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return;
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// Either the instruction must be a PHI, or a chain of operations involving
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// constants that ends in a PHI which we can then collapse into a single value
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// if the PHI value is known.
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Instruction *CmpLHS = dyn_cast<Instruction>(CI->getOperand(0));
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PHINode *CmpPHI = dyn_cast<PHINode>(CmpLHS);
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Constant *CmpConst = dyn_cast<Constant>(CI->getOperand(1));
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// Collect the instructions until we hit a PHI
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std::list<BinaryOperator*> InstChain;
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while (!CmpPHI && CmpLHS && isa<BinaryOperator>(CmpLHS) &&
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isa<Constant>(CmpLHS->getOperand(1))) {
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// Stop if the chain extends outside of the loop
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if (!L->contains(CmpLHS))
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return;
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InstChain.push_front(dyn_cast<BinaryOperator>(CmpLHS));
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CmpLHS = dyn_cast<Instruction>(CmpLHS->getOperand(0));
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if (CmpLHS)
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CmpPHI = dyn_cast<PHINode>(CmpLHS);
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}
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if (!CmpPHI || !L->contains(CmpPHI))
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return;
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// Trace the phi node to find all values that come from successors of BB
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SmallPtrSet<PHINode*, 8> VisitedInsts;
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SmallVector<PHINode*, 8> WorkList;
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WorkList.push_back(CmpPHI);
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VisitedInsts.insert(CmpPHI);
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while (!WorkList.empty()) {
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PHINode *P = WorkList.back();
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WorkList.pop_back();
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for (BasicBlock *B : P->blocks()) {
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// Skip blocks that aren't part of the loop
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if (!L->contains(B))
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continue;
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Value *V = P->getIncomingValueForBlock(B);
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// If the source is a PHI add it to the work list if we haven't
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// already visited it.
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if (PHINode *PN = dyn_cast<PHINode>(V)) {
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if (VisitedInsts.insert(PN).second)
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WorkList.push_back(PN);
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continue;
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}
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// If this incoming value is a constant and B is a successor of BB, then
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// we can constant-evaluate the compare to see if it makes the branch be
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// taken or not.
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Constant *CmpLHSConst = dyn_cast<Constant>(V);
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if (!CmpLHSConst ||
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std::find(succ_begin(BB), succ_end(BB), B) == succ_end(BB))
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continue;
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// First collapse InstChain
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for (Instruction *I : InstChain) {
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CmpLHSConst = ConstantExpr::get(I->getOpcode(), CmpLHSConst,
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dyn_cast<Constant>(I->getOperand(1)),
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true);
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if (!CmpLHSConst)
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break;
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}
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if (!CmpLHSConst)
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continue;
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// Now constant-evaluate the compare
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Constant *Result = ConstantExpr::getCompare(CI->getPredicate(),
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CmpLHSConst, CmpConst, true);
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// If the result means we don't branch to the block then that block is
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// unlikely.
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if (Result &&
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((Result->isZeroValue() && B == BI->getSuccessor(0)) ||
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(Result->isOneValue() && B == BI->getSuccessor(1))))
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UnlikelyBlocks.insert(B);
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}
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}
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}
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// Calculate Edge Weights using "Loop Branch Heuristics". Predict backedges
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// as taken, exiting edges as not-taken.
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bool BranchProbabilityInfo::calcLoopBranchHeuristics(const BasicBlock *BB,
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@ -470,15 +580,22 @@ bool BranchProbabilityInfo::calcLoopBranchHeuristics(const BasicBlock *BB,
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return false;
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}
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SmallPtrSet<const BasicBlock*, 8> UnlikelyBlocks;
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if (L)
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computeUnlikelySuccessors(BB, L, UnlikelyBlocks);
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SmallVector<unsigned, 8> BackEdges;
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SmallVector<unsigned, 8> ExitingEdges;
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SmallVector<unsigned, 8> InEdges; // Edges from header to the loop.
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SmallVector<unsigned, 8> UnlikelyEdges;
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for (succ_const_iterator I = succ_begin(BB), E = succ_end(BB); I != E; ++I) {
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// Use LoopInfo if we have it, otherwise fall-back to SCC info to catch
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// irreducible loops.
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if (L) {
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if (!L->contains(*I))
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if (UnlikelyBlocks.count(*I) != 0)
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UnlikelyEdges.push_back(I.getSuccessorIndex());
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else if (!L->contains(*I))
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ExitingEdges.push_back(I.getSuccessorIndex());
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else if (L->getHeader() == *I)
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BackEdges.push_back(I.getSuccessorIndex());
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@ -494,42 +611,46 @@ bool BranchProbabilityInfo::calcLoopBranchHeuristics(const BasicBlock *BB,
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}
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}
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if (BackEdges.empty() && ExitingEdges.empty())
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if (BackEdges.empty() && ExitingEdges.empty() && UnlikelyEdges.empty())
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return false;
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// Collect the sum of probabilities of back-edges/in-edges/exiting-edges, and
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// normalize them so that they sum up to one.
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BranchProbability Probs[] = {BranchProbability::getZero(),
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BranchProbability::getZero(),
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BranchProbability::getZero()};
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unsigned Denom = (BackEdges.empty() ? 0 : LBH_TAKEN_WEIGHT) +
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(InEdges.empty() ? 0 : LBH_TAKEN_WEIGHT) +
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(UnlikelyEdges.empty() ? 0 : LBH_UNLIKELY_WEIGHT) +
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(ExitingEdges.empty() ? 0 : LBH_NONTAKEN_WEIGHT);
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if (!BackEdges.empty())
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Probs[0] = BranchProbability(LBH_TAKEN_WEIGHT, Denom);
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if (!InEdges.empty())
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Probs[1] = BranchProbability(LBH_TAKEN_WEIGHT, Denom);
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if (!ExitingEdges.empty())
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Probs[2] = BranchProbability(LBH_NONTAKEN_WEIGHT, Denom);
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if (uint32_t numBackEdges = BackEdges.size()) {
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auto Prob = Probs[0] / numBackEdges;
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BranchProbability TakenProb = BranchProbability(LBH_TAKEN_WEIGHT, Denom);
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auto Prob = TakenProb / numBackEdges;
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for (unsigned SuccIdx : BackEdges)
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setEdgeProbability(BB, SuccIdx, Prob);
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}
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if (uint32_t numInEdges = InEdges.size()) {
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auto Prob = Probs[1] / numInEdges;
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BranchProbability TakenProb = BranchProbability(LBH_TAKEN_WEIGHT, Denom);
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auto Prob = TakenProb / numInEdges;
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for (unsigned SuccIdx : InEdges)
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setEdgeProbability(BB, SuccIdx, Prob);
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}
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if (uint32_t numExitingEdges = ExitingEdges.size()) {
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auto Prob = Probs[2] / numExitingEdges;
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BranchProbability NotTakenProb = BranchProbability(LBH_NONTAKEN_WEIGHT,
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Denom);
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auto Prob = NotTakenProb / numExitingEdges;
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for (unsigned SuccIdx : ExitingEdges)
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setEdgeProbability(BB, SuccIdx, Prob);
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}
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if (uint32_t numUnlikelyEdges = UnlikelyEdges.size()) {
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BranchProbability UnlikelyProb = BranchProbability(LBH_UNLIKELY_WEIGHT,
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Denom);
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auto Prob = UnlikelyProb / numUnlikelyEdges;
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for (unsigned SuccIdx : UnlikelyEdges)
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setEdgeProbability(BB, SuccIdx, Prob);
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}
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return true;
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}
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@ -401,3 +401,91 @@ for.inc:
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end:
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ret void
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}
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; Check that the for.body -> if.then edge is considered unlikely due to making
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; the if-condition false for the next iteration of the loop.
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define i32 @test10(i32 %n, i32* %p) {
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entry:
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br label %for.cond
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; CHECK: edge entry -> for.cond probability is 0x80000000 / 0x80000000 = 100.00% [HOT edge]
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for.cond:
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%count.0 = phi i32 [ 0, %entry ], [ %count.1, %for.inc ]
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%sum.0 = phi i32 [ 0, %entry ], [ %sum.1, %for.inc ]
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%i.0 = phi i32 [ 0, %entry ], [ %inc3, %for.inc ]
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%cmp = icmp slt i32 %i.0, %n
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br i1 %cmp, label %for.body, label %for.cond.cleanup
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; CHECK: edge for.cond -> for.body probability is 0x7c000000 / 0x80000000 = 96.88% [HOT edge]
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; CHECK: edge for.cond -> for.cond.cleanup probability is 0x04000000 / 0x80000000 = 3.12%
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for.cond.cleanup:
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ret i32 %sum.0
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for.body:
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%arrayidx = getelementptr inbounds i32, i32* %p, i32 %i.0
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%0 = load i32, i32* %arrayidx, align 4
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%add = add nsw i32 %sum.0, %0
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%inc = add nsw i32 %count.0, 1
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%cmp1 = icmp sgt i32 %count.0, 6
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br i1 %cmp1, label %if.then, label %for.inc
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; CHECK: edge for.body -> if.then probability is 0x2aaaaaab / 0x80000000 = 33.33%
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; CHECK: edge for.body -> for.inc probability is 0x55555555 / 0x80000000 = 66.67%
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if.then:
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store i32 %add, i32* %arrayidx, align 4
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br label %for.inc
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; CHECK: edge if.then -> for.inc probability is 0x80000000 / 0x80000000 = 100.00% [HOT edge]
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for.inc:
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%count.1 = phi i32 [ 0, %if.then ], [ %inc, %for.body ]
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%sum.1 = phi i32 [ 0, %if.then ], [ %add, %for.body ]
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%inc3 = add nsw i32 %i.0, 1
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br label %for.cond
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; CHECK: edge for.inc -> for.cond probability is 0x80000000 / 0x80000000 = 100.00% [HOT edge]
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}
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; Each successor to for.body makes itself not be taken in the next iteration, so
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; both should be equally likely
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define i32 @test11(i32 %n, i32* %p) {
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entry:
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br label %for.cond
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; CHECK: edge entry -> for.cond probability is 0x80000000 / 0x80000000 = 100.00% [HOT edge]
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for.cond:
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%flip.0 = phi i32 [ 0, %entry ], [ %flip.1, %for.inc ]
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%sum.0 = phi i32 [ 0, %entry ], [ %sum.1, %for.inc ]
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%i.0 = phi i32 [ 0, %entry ], [ %inc, %for.inc ]
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%cmp = icmp slt i32 %i.0, %n
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br i1 %cmp, label %for.body, label %for.cond.cleanup
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; CHECK: edge for.cond -> for.body probability is 0x7c000000 / 0x80000000 = 96.88% [HOT edge]
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; CHECK: edge for.cond -> for.cond.cleanup probability is 0x04000000 / 0x80000000 = 3.12%
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for.cond.cleanup:
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ret i32 %sum.0
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for.body:
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%tobool = icmp eq i32 %flip.0, 0
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%arrayidx1 = getelementptr inbounds i32, i32* %p, i32 %i.0
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%0 = load i32, i32* %arrayidx1, align 4
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br i1 %tobool, label %if.else, label %if.then
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; CHECK: edge for.body -> if.else probability is 0x40000000 / 0x80000000 = 50.00%
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; CHECK: edge for.body -> if.then probability is 0x40000000 / 0x80000000 = 50.00%
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if.then:
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%add = add nsw i32 %0, %sum.0
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store i32 %add, i32* %arrayidx1, align 4
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br label %for.inc
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; CHECK: edge if.then -> for.inc probability is 0x80000000 / 0x80000000 = 100.00% [HOT edge]
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if.else:
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%add2 = add nsw i32 %sum.0, %0
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br label %for.inc
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; CHECK: edge if.else -> for.inc probability is 0x80000000 / 0x80000000 = 100.00% [HOT edge]
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for.inc:
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%flip.1 = phi i32 [ 0, %if.then ], [ 1, %if.else ]
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%sum.1 = phi i32 [ %sum.0, %if.then ], [ %add2, %if.else ]
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%inc = add nsw i32 %i.0, 1
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br label %for.cond
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; CHECK: edge for.inc -> for.cond probability is 0x80000000 / 0x80000000 = 100.00% [HOT edge]
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}
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