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llvm-mirror/unittests/Analysis/DivergenceAnalysisTest.cpp
Sameer Sahasrabuddhe 76fb79614f [NewPM] Introduce (GPU)DivergenceAnalysis in the new pass manager
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
2021-02-16 10:26:45 +05:30

431 lines
12 KiB
C++

//===- DivergenceAnalysisTest.cpp - DivergenceAnalysis unit tests ---------===//
//
// 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
//
//===----------------------------------------------------------------------===//
#include "llvm/ADT/SmallVector.h"
#include "llvm/Analysis/AssumptionCache.h"
#include "llvm/Analysis/DivergenceAnalysis.h"
#include "llvm/Analysis/LoopInfo.h"
#include "llvm/Analysis/PostDominators.h"
#include "llvm/Analysis/SyncDependenceAnalysis.h"
#include "llvm/Analysis/TargetLibraryInfo.h"
#include "llvm/AsmParser/Parser.h"
#include "llvm/IR/Constants.h"
#include "llvm/IR/Dominators.h"
#include "llvm/IR/GlobalVariable.h"
#include "llvm/IR/IRBuilder.h"
#include "llvm/IR/InstIterator.h"
#include "llvm/IR/LLVMContext.h"
#include "llvm/IR/LegacyPassManager.h"
#include "llvm/IR/Module.h"
#include "llvm/IR/Verifier.h"
#include "llvm/Support/SourceMgr.h"
#include "gtest/gtest.h"
namespace llvm {
namespace {
BasicBlock *GetBlockByName(StringRef BlockName, Function &F) {
for (auto &BB : F) {
if (BB.getName() != BlockName)
continue;
return &BB;
}
return nullptr;
}
// We use this fixture to ensure that we clean up DivergenceAnalysisImpl before
// deleting the PassManager.
class DivergenceAnalysisTest : public testing::Test {
protected:
LLVMContext Context;
Module M;
TargetLibraryInfoImpl TLII;
TargetLibraryInfo TLI;
std::unique_ptr<DominatorTree> DT;
std::unique_ptr<PostDominatorTree> PDT;
std::unique_ptr<LoopInfo> LI;
std::unique_ptr<SyncDependenceAnalysis> SDA;
DivergenceAnalysisTest() : M("", Context), TLII(), TLI(TLII) {}
DivergenceAnalysisImpl buildDA(Function &F, bool IsLCSSA) {
DT.reset(new DominatorTree(F));
PDT.reset(new PostDominatorTree(F));
LI.reset(new LoopInfo(*DT));
SDA.reset(new SyncDependenceAnalysis(*DT, *PDT, *LI));
return DivergenceAnalysisImpl(F, nullptr, *DT, *LI, *SDA, IsLCSSA);
}
void runWithDA(
Module &M, StringRef FuncName, bool IsLCSSA,
function_ref<void(Function &F, LoopInfo &LI, DivergenceAnalysisImpl &DA)>
Test) {
auto *F = M.getFunction(FuncName);
ASSERT_NE(F, nullptr) << "Could not find " << FuncName;
DivergenceAnalysisImpl DA = buildDA(*F, IsLCSSA);
Test(*F, *LI, DA);
}
};
// Simple initial state test
TEST_F(DivergenceAnalysisTest, DAInitialState) {
IntegerType *IntTy = IntegerType::getInt32Ty(Context);
FunctionType *FTy =
FunctionType::get(Type::getVoidTy(Context), {IntTy}, false);
Function *F = Function::Create(FTy, Function::ExternalLinkage, "f", M);
BasicBlock *BB = BasicBlock::Create(Context, "entry", F);
ReturnInst::Create(Context, nullptr, BB);
DivergenceAnalysisImpl DA = buildDA(*F, false);
// Whole function region
EXPECT_EQ(DA.getRegionLoop(), nullptr);
// No divergence in initial state
EXPECT_FALSE(DA.hasDetectedDivergence());
// No spurious divergence
DA.compute();
EXPECT_FALSE(DA.hasDetectedDivergence());
// Detected divergence after marking
Argument &arg = *F->arg_begin();
DA.markDivergent(arg);
EXPECT_TRUE(DA.hasDetectedDivergence());
EXPECT_TRUE(DA.isDivergent(arg));
DA.compute();
EXPECT_TRUE(DA.hasDetectedDivergence());
EXPECT_TRUE(DA.isDivergent(arg));
}
TEST_F(DivergenceAnalysisTest, DANoLCSSA) {
LLVMContext C;
SMDiagnostic Err;
std::unique_ptr<Module> M = parseAssemblyString(
"target datalayout = \"e-m:e-p:32:32-f64:32:64-f80:32-n8:16:32-S128\" "
" "
"define i32 @f_1(i8* nocapture %arr, i32 %n, i32* %A, i32* %B) "
" local_unnamed_addr { "
"entry: "
" br label %loop.ph "
" "
"loop.ph: "
" br label %loop "
" "
"loop: "
" %iv0 = phi i32 [ %iv0.inc, %loop ], [ 0, %loop.ph ] "
" %iv1 = phi i32 [ %iv1.inc, %loop ], [ -2147483648, %loop.ph ] "
" %iv0.inc = add i32 %iv0, 1 "
" %iv1.inc = add i32 %iv1, 3 "
" %cond.cont = icmp slt i32 %iv0, %n "
" br i1 %cond.cont, label %loop, label %for.end.loopexit "
" "
"for.end.loopexit: "
" ret i32 %iv0 "
"} ",
Err, C);
Function *F = M->getFunction("f_1");
DivergenceAnalysisImpl DA = buildDA(*F, false);
EXPECT_FALSE(DA.hasDetectedDivergence());
auto ItArg = F->arg_begin();
ItArg++;
auto &NArg = *ItArg;
// Seed divergence in argument %n
DA.markDivergent(NArg);
DA.compute();
EXPECT_TRUE(DA.hasDetectedDivergence());
// Verify that "ret %iv.0" is divergent
auto ItBlock = F->begin();
std::advance(ItBlock, 3);
auto &ExitBlock = *GetBlockByName("for.end.loopexit", *F);
auto &RetInst = *cast<ReturnInst>(ExitBlock.begin());
EXPECT_TRUE(DA.isDivergent(RetInst));
}
TEST_F(DivergenceAnalysisTest, DALCSSA) {
LLVMContext C;
SMDiagnostic Err;
std::unique_ptr<Module> M = parseAssemblyString(
"target datalayout = \"e-m:e-p:32:32-f64:32:64-f80:32-n8:16:32-S128\" "
" "
"define i32 @f_lcssa(i8* nocapture %arr, i32 %n, i32* %A, i32* %B) "
" local_unnamed_addr { "
"entry: "
" br label %loop.ph "
" "
"loop.ph: "
" br label %loop "
" "
"loop: "
" %iv0 = phi i32 [ %iv0.inc, %loop ], [ 0, %loop.ph ] "
" %iv1 = phi i32 [ %iv1.inc, %loop ], [ -2147483648, %loop.ph ] "
" %iv0.inc = add i32 %iv0, 1 "
" %iv1.inc = add i32 %iv1, 3 "
" %cond.cont = icmp slt i32 %iv0, %n "
" br i1 %cond.cont, label %loop, label %for.end.loopexit "
" "
"for.end.loopexit: "
" %val.ret = phi i32 [ %iv0, %loop ] "
" br label %detached.return "
" "
"detached.return: "
" ret i32 %val.ret "
"} ",
Err, C);
Function *F = M->getFunction("f_lcssa");
DivergenceAnalysisImpl DA = buildDA(*F, true);
EXPECT_FALSE(DA.hasDetectedDivergence());
auto ItArg = F->arg_begin();
ItArg++;
auto &NArg = *ItArg;
// Seed divergence in argument %n
DA.markDivergent(NArg);
DA.compute();
EXPECT_TRUE(DA.hasDetectedDivergence());
// Verify that "ret %iv.0" is divergent
auto ItBlock = F->begin();
std::advance(ItBlock, 4);
auto &ExitBlock = *GetBlockByName("detached.return", *F);
auto &RetInst = *cast<ReturnInst>(ExitBlock.begin());
EXPECT_TRUE(DA.isDivergent(RetInst));
}
TEST_F(DivergenceAnalysisTest, DAJoinDivergence) {
LLVMContext C;
SMDiagnostic Err;
std::unique_ptr<Module> M = parseAssemblyString(
"target datalayout = \"e-m:e-p:32:32-f64:32:64-f80:32-n8:16:32-S128\" "
" "
"define void @f_1(i1 %a, i1 %b, i1 %c) "
" local_unnamed_addr { "
"A: "
" br i1 %a, label %B, label %C "
" "
"B: "
" br i1 %b, label %C, label %D "
" "
"C: "
" %c.join = phi i32 [ 0, %A ], [ 1, %B ] "
" br i1 %c, label %D, label %E "
" "
"D: "
" %d.join = phi i32 [ 0, %B ], [ 1, %C ] "
" br label %E "
" "
"E: "
" %e.join = phi i32 [ 0, %C ], [ 1, %D ] "
" ret void "
"} "
" "
"define void @f_2(i1 %a, i1 %b, i1 %c) "
" local_unnamed_addr { "
"A: "
" br i1 %a, label %B, label %E "
" "
"B: "
" br i1 %b, label %C, label %D "
" "
"C: "
" br label %D "
" "
"D: "
" %d.join = phi i32 [ 0, %B ], [ 1, %C ] "
" br label %E "
" "
"E: "
" %e.join = phi i32 [ 0, %A ], [ 1, %D ] "
" ret void "
"} "
" "
"define void @f_3(i1 %a, i1 %b, i1 %c)"
" local_unnamed_addr { "
"A: "
" br i1 %a, label %B, label %C "
" "
"B: "
" br label %C "
" "
"C: "
" %c.join = phi i32 [ 0, %A ], [ 1, %B ] "
" br i1 %c, label %D, label %E "
" "
"D: "
" br label %E "
" "
"E: "
" %e.join = phi i32 [ 0, %C ], [ 1, %D ] "
" ret void "
"} ",
Err, C);
// Maps divergent conditions to the basic blocks whose Phi nodes become
// divergent. Blocks need to be listed in IR order.
using SmallBlockVec = SmallVector<const BasicBlock *, 4>;
using InducedDivJoinMap = std::map<const Value *, SmallBlockVec>;
// Actual function performing the checks.
auto CheckDivergenceFunc = [this](Function &F,
InducedDivJoinMap &ExpectedDivJoins) {
for (auto &ItCase : ExpectedDivJoins) {
auto *DivVal = ItCase.first;
auto DA = buildDA(F, false);
DA.markDivergent(*DivVal);
DA.compute();
// List of basic blocks that shall host divergent Phi nodes.
auto ItDivJoins = ItCase.second.begin();
for (auto &BB : F) {
auto *Phi = dyn_cast<PHINode>(BB.begin());
if (!Phi)
continue;
if (ItDivJoins != ItCase.second.end() && &BB == *ItDivJoins) {
EXPECT_TRUE(DA.isDivergent(*Phi));
// Advance to next block with expected divergent PHI node.
++ItDivJoins;
} else {
EXPECT_FALSE(DA.isDivergent(*Phi));
}
}
}
};
{
auto *F = M->getFunction("f_1");
auto ItBlocks = F->begin();
ItBlocks++; // Skip A
ItBlocks++; // Skip B
auto *C = &*ItBlocks++;
auto *D = &*ItBlocks++;
auto *E = &*ItBlocks;
auto ItArg = F->arg_begin();
auto *AArg = &*ItArg++;
auto *BArg = &*ItArg++;
auto *CArg = &*ItArg;
InducedDivJoinMap DivJoins;
DivJoins.emplace(AArg, SmallBlockVec({C, D, E}));
DivJoins.emplace(BArg, SmallBlockVec({D, E}));
DivJoins.emplace(CArg, SmallBlockVec({E}));
CheckDivergenceFunc(*F, DivJoins);
}
{
auto *F = M->getFunction("f_2");
auto ItBlocks = F->begin();
ItBlocks++; // Skip A
ItBlocks++; // Skip B
ItBlocks++; // Skip C
auto *D = &*ItBlocks++;
auto *E = &*ItBlocks;
auto ItArg = F->arg_begin();
auto *AArg = &*ItArg++;
auto *BArg = &*ItArg++;
auto *CArg = &*ItArg;
InducedDivJoinMap DivJoins;
DivJoins.emplace(AArg, SmallBlockVec({E}));
DivJoins.emplace(BArg, SmallBlockVec({D}));
DivJoins.emplace(CArg, SmallBlockVec({}));
CheckDivergenceFunc(*F, DivJoins);
}
{
auto *F = M->getFunction("f_3");
auto ItBlocks = F->begin();
ItBlocks++; // Skip A
ItBlocks++; // Skip B
auto *C = &*ItBlocks++;
ItBlocks++; // Skip D
auto *E = &*ItBlocks;
auto ItArg = F->arg_begin();
auto *AArg = &*ItArg++;
auto *BArg = &*ItArg++;
auto *CArg = &*ItArg;
InducedDivJoinMap DivJoins;
DivJoins.emplace(AArg, SmallBlockVec({C}));
DivJoins.emplace(BArg, SmallBlockVec({}));
DivJoins.emplace(CArg, SmallBlockVec({E}));
CheckDivergenceFunc(*F, DivJoins);
}
}
TEST_F(DivergenceAnalysisTest, DASwitchUnreachableDefault) {
LLVMContext C;
SMDiagnostic Err;
std::unique_ptr<Module> M = parseAssemblyString(
"target datalayout = \"e-m:e-p:32:32-f64:32:64-f80:32-n8:16:32-S128\" "
" "
"define void @switch_unreachable_default(i32 %cond) local_unnamed_addr { "
"entry: "
" switch i32 %cond, label %sw.default [ "
" i32 0, label %sw.bb0 "
" i32 1, label %sw.bb1 "
" ] "
" "
"sw.bb0: "
" br label %sw.epilog "
" "
"sw.bb1: "
" br label %sw.epilog "
" "
"sw.default: "
" unreachable "
" "
"sw.epilog: "
" %div.dbl = phi double [ 0.0, %sw.bb0], [ -1.0, %sw.bb1 ] "
" ret void "
"}",
Err, C);
auto *F = M->getFunction("switch_unreachable_default");
auto &CondArg = *F->arg_begin();
auto DA = buildDA(*F, false);
EXPECT_FALSE(DA.hasDetectedDivergence());
DA.markDivergent(CondArg);
DA.compute();
// Still %CondArg is divergent.
EXPECT_TRUE(DA.hasDetectedDivergence());
// The join uni.dbl is not divergent (see D52221)
auto &ExitBlock = *GetBlockByName("sw.epilog", *F);
auto &DivDblPhi = *cast<PHINode>(ExitBlock.begin());
EXPECT_TRUE(DA.isDivergent(DivDblPhi));
}
} // end anonymous namespace
} // end namespace llvm