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[PGO] Add ProfileInjector and ProfileVerifier passes #147388
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//===- ProfileVerify.h - Verify profile info for testing ----0-----*-C++-*-===// | ||
// | ||
// 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 | ||
// | ||
//===----------------------------------------------------------------------===// | ||
// | ||
// Inject profile information, as part of tests, to verify passes don't | ||
// accidentally drop it. | ||
// | ||
//===----------------------------------------------------------------------===// | ||
#ifndef LLVM_TRANSFORMS_UTILS_PROFILEVERIFY_H | ||
#define LLVM_TRANSFORMS_UTILS_PROFILEVERIFY_H | ||
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#include "llvm/IR/Analysis.h" | ||
#include "llvm/IR/PassManager.h" | ||
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namespace llvm { | ||
/// Inject MD_prof metadata where it's missing. Used for testing that passes | ||
/// don't accidentally drop this metadata. | ||
class ProfileInjectorPass : public PassInfoMixin<ProfileInjectorPass> { | ||
public: | ||
PreservedAnalyses run(Function &F, FunctionAnalysisManager &FAM); | ||
}; | ||
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/// Checks that MD_prof is present on every instruction that supports it. Used | ||
/// in conjunction with the ProfileInjectorPass. MD_prof "unknown" is considered | ||
/// valid (i.e. !{!"unknown"}) | ||
class ProfileVerifierPass : public PassInfoMixin<ProfileVerifierPass> { | ||
public: | ||
PreservedAnalyses run(Function &F, FunctionAnalysisManager &FAM); | ||
}; | ||
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} // namespace llvm | ||
#endif |
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//===- ProfileVerify.cpp - Verify profile info for testing ----------------===// | ||
// | ||
// 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 | ||
// | ||
//===----------------------------------------------------------------------===// | ||
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#include "llvm/Transforms/Utils/ProfileVerify.h" | ||
#include "llvm/ADT/DynamicAPInt.h" | ||
#include "llvm/ADT/PostOrderIterator.h" | ||
#include "llvm/ADT/STLExtras.h" | ||
#include "llvm/Analysis/BranchProbabilityInfo.h" | ||
#include "llvm/Analysis/LoopInfo.h" | ||
#include "llvm/IR/Analysis.h" | ||
#include "llvm/IR/Dominators.h" | ||
#include "llvm/IR/Function.h" | ||
#include "llvm/IR/LLVMContext.h" | ||
#include "llvm/IR/MDBuilder.h" | ||
#include "llvm/IR/ProfDataUtils.h" | ||
#include "llvm/Support/BranchProbability.h" | ||
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using namespace llvm; | ||
namespace { | ||
class ProfileInjector { | ||
Function &F; | ||
FunctionAnalysisManager &FAM; | ||
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public: | ||
static bool supportsBranchWeights(const Instruction &I) { | ||
return isa<BranchInst>(&I) || | ||
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isa<SwitchInst>(&I) || | ||
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isa<IndirectBrInst>(&I) || isa<SelectInst>(&I) || | ||
isa<CallBrInst>(&I); | ||
} | ||
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ProfileInjector(Function &F, FunctionAnalysisManager &FAM) : F(F), FAM(FAM) {} | ||
bool inject(); | ||
}; | ||
} // namespace | ||
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bool ProfileInjector::inject() { | ||
auto &BPI = FAM.getResult<BranchProbabilityAnalysis>(F); | ||
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for (auto &BB : F) { | ||
if (succ_size(&BB) <= 1) | ||
continue; | ||
auto *Term = BB.getTerminator(); | ||
assert(Term); | ||
if (Term->getMetadata(LLVMContext::MD_prof) || | ||
!supportsBranchWeights(*Term)) | ||
continue; | ||
SmallVector<BranchProbability> Probs; | ||
Probs.reserve(Term->getNumSuccessors()); | ||
for (auto I = 0U, E = Term->getNumSuccessors(); I < E; ++I) | ||
Probs.emplace_back(BPI.getEdgeProbability(&BB, Term->getSuccessor(I))); | ||
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const auto *FirstZeroDenominator = | ||
find_if(Probs, [](const BranchProbability &P) { | ||
return P.getDenominator() == 0; | ||
}); | ||
assert(FirstZeroDenominator == Probs.end()); | ||
const auto *FirstNonzeroNumerator = | ||
find_if(Probs, [](const BranchProbability &P) { | ||
return P.getNumerator() != 0; | ||
}); | ||
assert(FirstNonzeroNumerator != Probs.end()); | ||
DynamicAPInt LCM(Probs[0].getDenominator()); | ||
DynamicAPInt GCD(FirstNonzeroNumerator->getNumerator()); | ||
for (const auto &Prob : drop_begin(Probs)) { | ||
if (!Prob.getNumerator()) | ||
continue; | ||
LCM = llvm::lcm(LCM, DynamicAPInt(Prob.getDenominator())); | ||
GCD = llvm::lcm(GCD, DynamicAPInt(Prob.getNumerator())); | ||
} | ||
SmallVector<uint32_t> Weights; | ||
Weights.reserve(Term->getNumSuccessors()); | ||
for (const auto &Prob : Probs) { | ||
auto W = Prob.getNumerator() * LCM / GCD; | ||
Weights.emplace_back(static_cast<int32_t>((int64_t)W)); | ||
} | ||
setBranchWeights(*Term, Weights, false); | ||
} | ||
return true; | ||
} | ||
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PreservedAnalyses ProfileInjectorPass::run(Function &F, | ||
FunctionAnalysisManager &FAM) { | ||
ProfileInjector PI(F, FAM); | ||
if (!PI.inject()) | ||
return PreservedAnalyses::all(); | ||
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return PreservedAnalyses::none(); | ||
} | ||
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PreservedAnalyses ProfileVerifierPass::run(Function &F, | ||
FunctionAnalysisManager &FAM) { | ||
bool Changed = false; | ||
for (auto &BB : F) | ||
if (succ_size(&BB) >= 2) | ||
if (auto *Term = BB.getTerminator()) | ||
if (ProfileInjector::supportsBranchWeights(*Term)) { | ||
if (!Term->getMetadata(LLVMContext::MD_prof)) { | ||
F.getContext().emitError("Profile verification failed"); | ||
} else { | ||
Changed = true; | ||
} | ||
} | ||
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return Changed ? PreservedAnalyses::none() : PreservedAnalyses::all(); | ||
} |
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; Test that prof-inject only injects missing metadata | ||
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; RUN: opt -passes=prof-inject %s -S -o - | FileCheck %s | ||
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define void @foo(i32 %i) { | ||
%c = icmp eq i32 %i, 0 | ||
br i1 %c, label %yes, label %no, !prof !0 | ||
yes: | ||
br i1 %c, label %yes2, label %no | ||
yes2: | ||
ret void | ||
no: | ||
ret void | ||
} | ||
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!0 = !{!"branch_weights", i32 1, i32 2} | ||
; CHECK: br i1 %c, label %yes, label %no, !prof !0 | ||
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; CHECK: br i1 %c, label %yes2, label %no, !prof !1 | ||
; CHECK: !0 = !{!"branch_weights", i32 1, i32 2} | ||
; CHECK: !1 = !{!"branch_weights", i32 429496729, i32 715827882} |
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; Test that prof-verify does not modify existing metadata (incl. "unknown") | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Whether overriding unknown MD_prof should probably be guarded by a flag. There are cases the pass can not do a sophisticated weight propagation to infer weight for new branches, but the prof injection pass can. There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. The expectation is that |
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; RUN: opt -passes=prof-inject %s -S -o - | FileCheck %s | ||
; RUN: opt -passes=prof-verify %s -S --disable-output | ||
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define void @foo(i32 %i) { | ||
%c = icmp eq i32 %i, 0 | ||
br i1 %c, label %yes, label %no, !prof !0 | ||
yes: | ||
br i1 %c, label %yes2, label %no, !prof !1 | ||
yes2: | ||
ret void | ||
no: | ||
ret void | ||
} | ||
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!0 = !{!"branch_weights", i32 1, i32 2} | ||
!1 = !{!"unknown"} | ||
; CHECK: br i1 %c, label %yes, label %no, !prof !0 | ||
; CHECK: !0 = !{!"branch_weights", i32 1, i32 2} | ||
; CHECK: !1 = !{!"unknown"} |
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; Test prof-inject and prof-verify | ||
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; RUN: opt -passes=prof-inject %s -S -o - | FileCheck %s --check-prefix=INJECT | ||
; RUN: not opt -passes=prof-verify %s -S -o - 2>&1 | FileCheck %s --check-prefix=VERIFY | ||
; RUN: opt -passes=prof-inject,prof-verify %s --disable-output | ||
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define void @foo(i32 %i) { | ||
%c = icmp eq i32 %i, 0 | ||
br i1 %c, label %yes, label %no | ||
yes: | ||
ret void | ||
no: | ||
ret void | ||
} | ||
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; INJECT: br i1 %c, label %yes, label %no, !prof !0 | ||
; INJECT: !0 = !{!"branch_weights", i32 429496729, i32 715827882} | ||
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; VERIFY: Profile verification failed |
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Can SamplePGO's weight propagation be reused here?
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(capturing offline chat) this would be e.g. profi, and yes, we could use it in a number of ways:
MD_prof unknown
cases (I think these 2 items basically amount to the same thing - improving the BPI estimator)