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76fb79614f
The GPUDivergenceAnalysis is now renamed to just "DivergenceAnalysis" since there is no conflict with LegacyDivergenceAnalysis. In the legacy PM, this analysis can only be used through the legacy DA serving as a wrapper. It is now made available as a pass in the new PM, and has no relation with the legacy DA. The new DA currently cannot handle irreducible control flow; its presence can cause the analysis to run indefinitely. The analysis is now modified to detect this and report all instructions in the function as divergent. This is super conservative, but allows the analysis to be used without hanging the compiler. Reviewed By: aeubanks Differential Revision: https://reviews.llvm.org/D96615
431 lines
12 KiB
C++
431 lines
12 KiB
C++
//===- DivergenceAnalysisTest.cpp - DivergenceAnalysis unit tests ---------===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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#include "llvm/ADT/SmallVector.h"
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#include "llvm/Analysis/AssumptionCache.h"
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#include "llvm/Analysis/DivergenceAnalysis.h"
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#include "llvm/Analysis/LoopInfo.h"
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#include "llvm/Analysis/PostDominators.h"
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#include "llvm/Analysis/SyncDependenceAnalysis.h"
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#include "llvm/Analysis/TargetLibraryInfo.h"
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#include "llvm/AsmParser/Parser.h"
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#include "llvm/IR/Constants.h"
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#include "llvm/IR/Dominators.h"
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#include "llvm/IR/GlobalVariable.h"
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#include "llvm/IR/IRBuilder.h"
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#include "llvm/IR/InstIterator.h"
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#include "llvm/IR/LLVMContext.h"
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#include "llvm/IR/LegacyPassManager.h"
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#include "llvm/IR/Module.h"
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#include "llvm/IR/Verifier.h"
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#include "llvm/Support/SourceMgr.h"
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#include "gtest/gtest.h"
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namespace llvm {
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namespace {
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BasicBlock *GetBlockByName(StringRef BlockName, Function &F) {
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for (auto &BB : F) {
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if (BB.getName() != BlockName)
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continue;
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return &BB;
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}
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return nullptr;
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}
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// We use this fixture to ensure that we clean up DivergenceAnalysisImpl before
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// deleting the PassManager.
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class DivergenceAnalysisTest : public testing::Test {
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protected:
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LLVMContext Context;
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Module M;
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TargetLibraryInfoImpl TLII;
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TargetLibraryInfo TLI;
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std::unique_ptr<DominatorTree> DT;
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std::unique_ptr<PostDominatorTree> PDT;
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std::unique_ptr<LoopInfo> LI;
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std::unique_ptr<SyncDependenceAnalysis> SDA;
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DivergenceAnalysisTest() : M("", Context), TLII(), TLI(TLII) {}
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DivergenceAnalysisImpl buildDA(Function &F, bool IsLCSSA) {
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DT.reset(new DominatorTree(F));
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PDT.reset(new PostDominatorTree(F));
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LI.reset(new LoopInfo(*DT));
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SDA.reset(new SyncDependenceAnalysis(*DT, *PDT, *LI));
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return DivergenceAnalysisImpl(F, nullptr, *DT, *LI, *SDA, IsLCSSA);
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}
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void runWithDA(
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Module &M, StringRef FuncName, bool IsLCSSA,
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function_ref<void(Function &F, LoopInfo &LI, DivergenceAnalysisImpl &DA)>
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Test) {
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auto *F = M.getFunction(FuncName);
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ASSERT_NE(F, nullptr) << "Could not find " << FuncName;
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DivergenceAnalysisImpl DA = buildDA(*F, IsLCSSA);
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Test(*F, *LI, DA);
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}
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};
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// Simple initial state test
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TEST_F(DivergenceAnalysisTest, DAInitialState) {
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IntegerType *IntTy = IntegerType::getInt32Ty(Context);
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FunctionType *FTy =
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FunctionType::get(Type::getVoidTy(Context), {IntTy}, false);
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Function *F = Function::Create(FTy, Function::ExternalLinkage, "f", M);
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BasicBlock *BB = BasicBlock::Create(Context, "entry", F);
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ReturnInst::Create(Context, nullptr, BB);
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DivergenceAnalysisImpl DA = buildDA(*F, false);
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// Whole function region
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EXPECT_EQ(DA.getRegionLoop(), nullptr);
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// No divergence in initial state
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EXPECT_FALSE(DA.hasDetectedDivergence());
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// No spurious divergence
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DA.compute();
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EXPECT_FALSE(DA.hasDetectedDivergence());
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// Detected divergence after marking
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Argument &arg = *F->arg_begin();
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DA.markDivergent(arg);
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EXPECT_TRUE(DA.hasDetectedDivergence());
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EXPECT_TRUE(DA.isDivergent(arg));
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DA.compute();
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EXPECT_TRUE(DA.hasDetectedDivergence());
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EXPECT_TRUE(DA.isDivergent(arg));
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}
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TEST_F(DivergenceAnalysisTest, DANoLCSSA) {
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LLVMContext C;
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SMDiagnostic Err;
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std::unique_ptr<Module> M = parseAssemblyString(
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"target datalayout = \"e-m:e-p:32:32-f64:32:64-f80:32-n8:16:32-S128\" "
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" "
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"define i32 @f_1(i8* nocapture %arr, i32 %n, i32* %A, i32* %B) "
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" local_unnamed_addr { "
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"entry: "
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" br label %loop.ph "
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" "
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"loop.ph: "
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" br label %loop "
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" "
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"loop: "
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" %iv0 = phi i32 [ %iv0.inc, %loop ], [ 0, %loop.ph ] "
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" %iv1 = phi i32 [ %iv1.inc, %loop ], [ -2147483648, %loop.ph ] "
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" %iv0.inc = add i32 %iv0, 1 "
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" %iv1.inc = add i32 %iv1, 3 "
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" %cond.cont = icmp slt i32 %iv0, %n "
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" br i1 %cond.cont, label %loop, label %for.end.loopexit "
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" "
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"for.end.loopexit: "
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" ret i32 %iv0 "
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"} ",
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Err, C);
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Function *F = M->getFunction("f_1");
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DivergenceAnalysisImpl DA = buildDA(*F, false);
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EXPECT_FALSE(DA.hasDetectedDivergence());
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auto ItArg = F->arg_begin();
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ItArg++;
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auto &NArg = *ItArg;
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// Seed divergence in argument %n
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DA.markDivergent(NArg);
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DA.compute();
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EXPECT_TRUE(DA.hasDetectedDivergence());
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// Verify that "ret %iv.0" is divergent
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auto ItBlock = F->begin();
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std::advance(ItBlock, 3);
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auto &ExitBlock = *GetBlockByName("for.end.loopexit", *F);
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auto &RetInst = *cast<ReturnInst>(ExitBlock.begin());
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EXPECT_TRUE(DA.isDivergent(RetInst));
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}
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TEST_F(DivergenceAnalysisTest, DALCSSA) {
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LLVMContext C;
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SMDiagnostic Err;
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std::unique_ptr<Module> M = parseAssemblyString(
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"target datalayout = \"e-m:e-p:32:32-f64:32:64-f80:32-n8:16:32-S128\" "
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" "
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"define i32 @f_lcssa(i8* nocapture %arr, i32 %n, i32* %A, i32* %B) "
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" local_unnamed_addr { "
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"entry: "
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" br label %loop.ph "
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" "
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"loop.ph: "
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" br label %loop "
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" "
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"loop: "
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" %iv0 = phi i32 [ %iv0.inc, %loop ], [ 0, %loop.ph ] "
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" %iv1 = phi i32 [ %iv1.inc, %loop ], [ -2147483648, %loop.ph ] "
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" %iv0.inc = add i32 %iv0, 1 "
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" %iv1.inc = add i32 %iv1, 3 "
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" %cond.cont = icmp slt i32 %iv0, %n "
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" br i1 %cond.cont, label %loop, label %for.end.loopexit "
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" "
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"for.end.loopexit: "
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" %val.ret = phi i32 [ %iv0, %loop ] "
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" br label %detached.return "
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" "
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"detached.return: "
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" ret i32 %val.ret "
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"} ",
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Err, C);
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Function *F = M->getFunction("f_lcssa");
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DivergenceAnalysisImpl DA = buildDA(*F, true);
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EXPECT_FALSE(DA.hasDetectedDivergence());
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auto ItArg = F->arg_begin();
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ItArg++;
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auto &NArg = *ItArg;
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// Seed divergence in argument %n
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DA.markDivergent(NArg);
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DA.compute();
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EXPECT_TRUE(DA.hasDetectedDivergence());
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// Verify that "ret %iv.0" is divergent
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auto ItBlock = F->begin();
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std::advance(ItBlock, 4);
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auto &ExitBlock = *GetBlockByName("detached.return", *F);
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auto &RetInst = *cast<ReturnInst>(ExitBlock.begin());
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EXPECT_TRUE(DA.isDivergent(RetInst));
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}
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TEST_F(DivergenceAnalysisTest, DAJoinDivergence) {
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LLVMContext C;
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SMDiagnostic Err;
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std::unique_ptr<Module> M = parseAssemblyString(
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"target datalayout = \"e-m:e-p:32:32-f64:32:64-f80:32-n8:16:32-S128\" "
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" "
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"define void @f_1(i1 %a, i1 %b, i1 %c) "
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" local_unnamed_addr { "
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"A: "
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" br i1 %a, label %B, label %C "
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" "
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"B: "
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" br i1 %b, label %C, label %D "
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" "
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"C: "
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" %c.join = phi i32 [ 0, %A ], [ 1, %B ] "
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" br i1 %c, label %D, label %E "
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" "
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"D: "
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" %d.join = phi i32 [ 0, %B ], [ 1, %C ] "
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" br label %E "
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" "
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"E: "
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" %e.join = phi i32 [ 0, %C ], [ 1, %D ] "
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" ret void "
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"} "
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" "
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"define void @f_2(i1 %a, i1 %b, i1 %c) "
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" local_unnamed_addr { "
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"A: "
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" br i1 %a, label %B, label %E "
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" "
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"B: "
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" br i1 %b, label %C, label %D "
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" "
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"C: "
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" br label %D "
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" "
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"D: "
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" %d.join = phi i32 [ 0, %B ], [ 1, %C ] "
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" br label %E "
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" "
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"E: "
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" %e.join = phi i32 [ 0, %A ], [ 1, %D ] "
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" ret void "
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"} "
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" "
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"define void @f_3(i1 %a, i1 %b, i1 %c)"
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" local_unnamed_addr { "
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"A: "
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" br i1 %a, label %B, label %C "
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" "
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"B: "
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" br label %C "
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" "
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"C: "
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" %c.join = phi i32 [ 0, %A ], [ 1, %B ] "
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" br i1 %c, label %D, label %E "
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" "
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"D: "
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" br label %E "
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" "
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"E: "
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" %e.join = phi i32 [ 0, %C ], [ 1, %D ] "
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" ret void "
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"} ",
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Err, C);
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// Maps divergent conditions to the basic blocks whose Phi nodes become
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// divergent. Blocks need to be listed in IR order.
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using SmallBlockVec = SmallVector<const BasicBlock *, 4>;
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using InducedDivJoinMap = std::map<const Value *, SmallBlockVec>;
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// Actual function performing the checks.
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auto CheckDivergenceFunc = [this](Function &F,
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InducedDivJoinMap &ExpectedDivJoins) {
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for (auto &ItCase : ExpectedDivJoins) {
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auto *DivVal = ItCase.first;
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auto DA = buildDA(F, false);
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DA.markDivergent(*DivVal);
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DA.compute();
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// List of basic blocks that shall host divergent Phi nodes.
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auto ItDivJoins = ItCase.second.begin();
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for (auto &BB : F) {
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auto *Phi = dyn_cast<PHINode>(BB.begin());
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if (!Phi)
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continue;
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if (ItDivJoins != ItCase.second.end() && &BB == *ItDivJoins) {
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EXPECT_TRUE(DA.isDivergent(*Phi));
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// Advance to next block with expected divergent PHI node.
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++ItDivJoins;
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} else {
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EXPECT_FALSE(DA.isDivergent(*Phi));
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}
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}
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}
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};
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{
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auto *F = M->getFunction("f_1");
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auto ItBlocks = F->begin();
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ItBlocks++; // Skip A
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ItBlocks++; // Skip B
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auto *C = &*ItBlocks++;
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auto *D = &*ItBlocks++;
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auto *E = &*ItBlocks;
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auto ItArg = F->arg_begin();
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auto *AArg = &*ItArg++;
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auto *BArg = &*ItArg++;
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auto *CArg = &*ItArg;
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InducedDivJoinMap DivJoins;
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DivJoins.emplace(AArg, SmallBlockVec({C, D, E}));
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DivJoins.emplace(BArg, SmallBlockVec({D, E}));
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DivJoins.emplace(CArg, SmallBlockVec({E}));
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CheckDivergenceFunc(*F, DivJoins);
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}
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{
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auto *F = M->getFunction("f_2");
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auto ItBlocks = F->begin();
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ItBlocks++; // Skip A
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ItBlocks++; // Skip B
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ItBlocks++; // Skip C
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auto *D = &*ItBlocks++;
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auto *E = &*ItBlocks;
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auto ItArg = F->arg_begin();
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auto *AArg = &*ItArg++;
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auto *BArg = &*ItArg++;
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auto *CArg = &*ItArg;
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InducedDivJoinMap DivJoins;
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DivJoins.emplace(AArg, SmallBlockVec({E}));
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DivJoins.emplace(BArg, SmallBlockVec({D}));
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DivJoins.emplace(CArg, SmallBlockVec({}));
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CheckDivergenceFunc(*F, DivJoins);
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}
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{
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auto *F = M->getFunction("f_3");
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auto ItBlocks = F->begin();
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ItBlocks++; // Skip A
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ItBlocks++; // Skip B
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auto *C = &*ItBlocks++;
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ItBlocks++; // Skip D
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auto *E = &*ItBlocks;
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auto ItArg = F->arg_begin();
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auto *AArg = &*ItArg++;
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auto *BArg = &*ItArg++;
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auto *CArg = &*ItArg;
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InducedDivJoinMap DivJoins;
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DivJoins.emplace(AArg, SmallBlockVec({C}));
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DivJoins.emplace(BArg, SmallBlockVec({}));
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DivJoins.emplace(CArg, SmallBlockVec({E}));
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CheckDivergenceFunc(*F, DivJoins);
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}
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}
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TEST_F(DivergenceAnalysisTest, DASwitchUnreachableDefault) {
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LLVMContext C;
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SMDiagnostic Err;
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std::unique_ptr<Module> M = parseAssemblyString(
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"target datalayout = \"e-m:e-p:32:32-f64:32:64-f80:32-n8:16:32-S128\" "
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" "
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"define void @switch_unreachable_default(i32 %cond) local_unnamed_addr { "
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"entry: "
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" switch i32 %cond, label %sw.default [ "
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" i32 0, label %sw.bb0 "
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" i32 1, label %sw.bb1 "
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" ] "
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" "
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"sw.bb0: "
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" br label %sw.epilog "
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" "
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"sw.bb1: "
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" br label %sw.epilog "
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" "
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"sw.default: "
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" unreachable "
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" "
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"sw.epilog: "
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" %div.dbl = phi double [ 0.0, %sw.bb0], [ -1.0, %sw.bb1 ] "
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" ret void "
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"}",
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Err, C);
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auto *F = M->getFunction("switch_unreachable_default");
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auto &CondArg = *F->arg_begin();
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auto DA = buildDA(*F, false);
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EXPECT_FALSE(DA.hasDetectedDivergence());
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DA.markDivergent(CondArg);
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DA.compute();
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// Still %CondArg is divergent.
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EXPECT_TRUE(DA.hasDetectedDivergence());
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// The join uni.dbl is not divergent (see D52221)
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auto &ExitBlock = *GetBlockByName("sw.epilog", *F);
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auto &DivDblPhi = *cast<PHINode>(ExitBlock.begin());
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EXPECT_TRUE(DA.isDivergent(DivDblPhi));
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}
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} // end anonymous namespace
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} // end namespace llvm
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