llvm-project/llvm/lib/Transforms/Utils/MisExpect.cpp

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Reland "clang-misexpect: Profile Guided Validation of Performance Annotations in LLVM" This patch contains the basic functionality for reporting potentially incorrect usage of __builtin_expect() by comparing the developer's annotation against a collected PGO profile. A more detailed proposal and discussion appears on the CFE-dev mailing list (http://lists.llvm.org/pipermail/cfe-dev/2019-July/062971.html) and a prototype of the initial frontend changes appear here in D65300 We revised the work in D65300 by moving the misexpect check into the LLVM backend, and adding support for IR and sampling based profiles, in addition to frontend instrumentation. We add new misexpect metadata tags to those instructions directly influenced by the llvm.expect intrinsic (branch, switch, and select) when lowering the intrinsics. The misexpect metadata contains information about the expected target of the intrinsic so that we can check against the correct PGO counter when emitting diagnostics, and the compiler's values for the LikelyBranchWeight and UnlikelyBranchWeight. We use these branch weight values to determine when to emit the diagnostic to the user. A future patch should address the comment at the top of LowerExpectIntrisic.cpp to hoist the LikelyBranchWeight and UnlikelyBranchWeight values into a shared space that can be accessed outside of the LowerExpectIntrinsic pass. Once that is done, the misexpect metadata can be updated to be smaller. In the long term, it is possible to reconstruct portions of the misexpect metadata from the existing profile data. However, we have avoided this to keep the code simple, and because some kind of metadata tag will be required to identify which branch/switch/select instructions are influenced by the use of llvm.expect Patch By: paulkirth Differential Revision: https://reviews.llvm.org/D66324 llvm-svn: 371635
2019-09-12 00:19:50 +08:00
//===--- MisExpect.cpp - Check the use of llvm.expect with PGO data -------===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
//
// This contains code to emit warnings for potentially incorrect usage of the
// llvm.expect intrinsic. This utility extracts the threshold values from
// metadata associated with the instrumented Branch or Switch instruction. The
// threshold values are then used to determine if a warning should be emmited.
//
// MisExpect metadata is generated when llvm.expect intrinsics are lowered see
// LowerExpectIntrinsic.cpp
//
//===----------------------------------------------------------------------===//
#include "llvm/Transforms/Utils/MisExpect.h"
#include "llvm/ADT/Twine.h"
#include "llvm/Analysis/OptimizationRemarkEmitter.h"
#include "llvm/IR/Constants.h"
#include "llvm/IR/DiagnosticInfo.h"
#include "llvm/IR/Instruction.h"
#include "llvm/IR/Instructions.h"
#include "llvm/IR/LLVMContext.h"
#include "llvm/Support/BranchProbability.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/FormatVariadic.h"
#include <cstdint>
#include <functional>
#include <numeric>
#define DEBUG_TYPE "misexpect"
using namespace llvm;
using namespace misexpect;
namespace llvm {
// Command line option to enable/disable the warning when profile data suggests
// a mismatch with the use of the llvm.expect intrinsic
static cl::opt<bool> PGOWarnMisExpect(
"pgo-warn-misexpect", cl::init(false), cl::Hidden,
cl::desc("Use this option to turn on/off "
"warnings about incorrect usage of llvm.expect intrinsics."));
} // namespace llvm
namespace {
Instruction *getOprndOrInst(Instruction *I) {
assert(I != nullptr && "MisExpect target Instruction cannot be nullptr");
Instruction *Ret = nullptr;
if (auto *B = dyn_cast<BranchInst>(I)) {
Ret = dyn_cast<Instruction>(B->getCondition());
}
// TODO: Find a way to resolve condition location for switches
// Using the condition of the switch seems to often resolve to an earlier
// point in the program, i.e. the calculation of the switch condition, rather
// than the switches location in the source code. Thus, we should use the
// instruction to get source code locations rather than the condition to
// improve diagnostic output, such as the caret. If the same problem exists
// for branch instructions, then we should remove this function and directly
// use the instruction
//
// else if (auto S = dyn_cast<SwitchInst>(I)) {
// Ret = I;
//}
return Ret ? Ret : I;
}
void emitMisexpectDiagnostic(Instruction *I, LLVMContext &Ctx,
uint64_t ProfCount, uint64_t TotalCount) {
double PercentageCorrect = (double)ProfCount / TotalCount;
auto PerString =
formatv("{0:P} ({1} / {2})", PercentageCorrect, ProfCount, TotalCount);
auto RemStr = formatv(
"Potential performance regression from use of the llvm.expect intrinsic: "
"Annotation was correct on {0} of profiled executions.",
PerString);
Twine Msg(PerString);
Instruction *Cond = getOprndOrInst(I);
if (PGOWarnMisExpect)
Ctx.diagnose(DiagnosticInfoMisExpect(Cond, Msg));
OptimizationRemarkEmitter ORE(I->getParent()->getParent());
ORE.emit(OptimizationRemark(DEBUG_TYPE, "misexpect", Cond) << RemStr.str());
}
} // namespace
namespace llvm {
namespace misexpect {
void verifyMisExpect(Instruction *I, const SmallVector<uint32_t, 4> &Weights,
LLVMContext &Ctx) {
if (auto *MisExpectData = I->getMetadata(LLVMContext::MD_misexpect)) {
auto *MisExpectDataName = dyn_cast<MDString>(MisExpectData->getOperand(0));
if (MisExpectDataName &&
MisExpectDataName->getString().equals("misexpect")) {
LLVM_DEBUG(llvm::dbgs() << "------------------\n");
LLVM_DEBUG(llvm::dbgs()
<< "Function: " << I->getFunction()->getName() << "\n");
LLVM_DEBUG(llvm::dbgs() << "Instruction: " << *I << ":\n");
LLVM_DEBUG(for (int Idx = 0, Size = Weights.size(); Idx < Size; ++Idx) {
llvm::dbgs() << "Weights[" << Idx << "] = " << Weights[Idx] << "\n";
});
// extract values from misexpect metadata
const auto *IndexCint =
mdconst::dyn_extract<ConstantInt>(MisExpectData->getOperand(1));
const auto *LikelyCInt =
mdconst::dyn_extract<ConstantInt>(MisExpectData->getOperand(2));
const auto *UnlikelyCInt =
mdconst::dyn_extract<ConstantInt>(MisExpectData->getOperand(3));
if (!IndexCint || !LikelyCInt || !UnlikelyCInt)
return;
const uint64_t Index = IndexCint->getZExtValue();
const uint64_t LikelyBranchWeight = LikelyCInt->getZExtValue();
const uint64_t UnlikelyBranchWeight = UnlikelyCInt->getZExtValue();
const uint64_t ProfileCount = Weights[Index];
const uint64_t CaseTotal = std::accumulate(
Weights.begin(), Weights.end(), (uint64_t)0, std::plus<uint64_t>());
const uint64_t NumUnlikelyTargets = Weights.size() - 1;
const uint64_t TotalBranchWeight =
LikelyBranchWeight + (UnlikelyBranchWeight * NumUnlikelyTargets);
const llvm::BranchProbability LikelyThreshold(LikelyBranchWeight,
TotalBranchWeight);
uint64_t ScaledThreshold = LikelyThreshold.scale(CaseTotal);
LLVM_DEBUG(llvm::dbgs()
<< "Unlikely Targets: " << NumUnlikelyTargets << ":\n");
LLVM_DEBUG(llvm::dbgs() << "Profile Count: " << ProfileCount << ":\n");
LLVM_DEBUG(llvm::dbgs()
<< "Scaled Threshold: " << ScaledThreshold << ":\n");
LLVM_DEBUG(llvm::dbgs() << "------------------\n");
if (ProfileCount < ScaledThreshold)
emitMisexpectDiagnostic(I, Ctx, ProfileCount, CaseTotal);
}
}
}
void checkFrontendInstrumentation(Instruction &I) {
if (auto *MD = I.getMetadata(LLVMContext::MD_prof)) {
unsigned NOps = MD->getNumOperands();
// Only emit misexpect diagnostics if at least 2 branch weights are present.
// Less than 2 branch weights means that the profiling metadata is:
// 1) incorrect/corrupted
// 2) not branch weight metadata
// 3) completely deterministic
// In these cases we should not emit any diagnostic related to misexpect.
if (NOps < 3)
return;
// Operand 0 is a string tag "branch_weights"
if (MDString *Tag = cast<MDString>(MD->getOperand(0))) {
if (Tag->getString().equals("branch_weights")) {
SmallVector<uint32_t, 4> RealWeights(NOps - 1);
for (unsigned i = 1; i < NOps; i++) {
ConstantInt *Value =
mdconst::dyn_extract<ConstantInt>(MD->getOperand(i));
RealWeights[i - 1] = Value->getZExtValue();
}
verifyMisExpect(&I, RealWeights, I.getContext());
}
}
}
}
} // namespace misexpect
} // namespace llvm
#undef DEBUG_TYPE