[DA] GPUDivergenceAnalysis for unstructured GPU kernels

Summary:
This is patch #3 of the new DivergenceAnalysis

  <https://lists.llvm.org/pipermail/llvm-dev/2018-May/123606.html>

The GPUDivergenceAnalysis is intended to eventually supersede the existing
LegacyDivergenceAnalysis. The existing LegacyDivergenceAnalysis produces
incorrect results on unstructured Control-Flow Graphs:

  <https://bugs.llvm.org/show_bug.cgi?id=37185>

This patch adds the option -use-gpu-divergence-analysis to the
LegacyDivergenceAnalysis to turn it into a transparent wrapper for the
GPUDivergenceAnalysis.

Reviewers: nhaehnle

Reviewed By: nhaehnle

Subscribers: jholewinski, jvesely, jfb, llvm-commits, alex-t, sameerds, arsenm, nhaehnle

Differential Revision: https://reviews.llvm.org/D53493

git-svn-id: https://llvm.org/svn/llvm-project/llvm/trunk@348048 91177308-0d34-0410-b5e6-96231b3b80d8
This commit is contained in:
Nicolai Haehnle
2018-11-30 22:55:20 +00:00
parent b8f365e6e8
commit 39a2bbdea0
23 changed files with 1359 additions and 27 deletions
@@ -173,6 +173,33 @@ private:
std::vector<const Instruction *> Worklist;
};
/// \brief Divergence analysis frontend for GPU kernels.
class GPUDivergenceAnalysis {
SyncDependenceAnalysis SDA;
DivergenceAnalysis DA;
public:
/// Runs the divergence analysis on @F, a GPU kernel
GPUDivergenceAnalysis(Function &F, const DominatorTree &DT,
const PostDominatorTree &PDT, const LoopInfo &LI,
const TargetTransformInfo &TTI);
/// Whether any divergence was detected.
bool hasDivergence() const { return DA.hasDetectedDivergence(); }
/// The GPU kernel this analysis result is for
const Function &getFunction() const { return DA.getFunction(); }
/// Whether \p V is divergent.
bool isDivergent(const Value &V) const;
/// Whether \p V is uniform/non-divergent
bool isUniform(const Value &V) const { return !isDivergent(V); }
/// Print all divergent values in the kernel.
void print(raw_ostream &OS, const Module *) const;
};
} // namespace llvm
#endif // LLVM_ANALYSIS_DIVERGENCE_ANALYSIS_H
@@ -19,9 +19,11 @@
#include "llvm/ADT/DenseSet.h"
#include "llvm/IR/Function.h"
#include "llvm/Pass.h"
#include "llvm/Analysis/DivergenceAnalysis.h"
namespace llvm {
class Value;
class GPUDivergenceAnalysis;
class LegacyDivergenceAnalysis : public FunctionPass {
public:
static char ID;
@@ -41,7 +43,7 @@ public:
//
// Even if this function returns false, V may still be divergent when used
// in a different basic block.
bool isDivergent(const Value *V) const { return DivergentValues.count(V); }
bool isDivergent(const Value *V) const;
// Returns true if V is uniform/non-divergent.
//
@@ -53,6 +55,12 @@ public:
void removeValue(const Value *V) { DivergentValues.erase(V); }
private:
// Whether analysis should be performed by GPUDivergenceAnalysis.
bool shouldUseGPUDivergenceAnalysis(const Function &F) const;
// (optional) handle to new DivergenceAnalysis
std::unique_ptr<GPUDivergenceAnalysis> gpuDA;
// Stores all divergent values.
DenseSet<const Value *> DivergentValues;
};
+33
View File
@@ -422,3 +422,36 @@ void DivergenceAnalysis::print(raw_ostream &OS, const Module *) const {
OS << "DIVERGENT:" << I << '\n';
}
}
// class GPUDivergenceAnalysis
GPUDivergenceAnalysis::GPUDivergenceAnalysis(Function &F,
const DominatorTree &DT,
const PostDominatorTree &PDT,
const LoopInfo &LI,
const TargetTransformInfo &TTI)
: SDA(DT, PDT, LI), DA(F, nullptr, DT, LI, SDA, false) {
for (auto &I : instructions(F)) {
if (TTI.isSourceOfDivergence(&I)) {
DA.markDivergent(I);
} else if (TTI.isAlwaysUniform(&I)) {
DA.addUniformOverride(I);
}
}
for (auto &Arg : F.args()) {
if (TTI.isSourceOfDivergence(&Arg)) {
DA.markDivergent(Arg);
}
}
DA.compute();
}
bool GPUDivergenceAnalysis::isDivergent(const Value &val) const {
return DA.isDivergent(val);
}
void GPUDivergenceAnalysis::print(raw_ostream &OS, const Module *mod) const {
OS << "Divergence of kernel " << DA.getFunction().getName() << " {\n";
DA.print(OS, mod);
OS << "}\n";
}
+75 -26
View File
@@ -1,4 +1,5 @@
//===- LegacyDivergenceAnalysis.cpp --------- Legacy Divergence Analysis Implementation -==//
//===- LegacyDivergenceAnalysis.cpp --------- Legacy Divergence Analysis
//Implementation -==//
//
// The LLVM Compiler Infrastructure
//
@@ -64,6 +65,9 @@
//
//===----------------------------------------------------------------------===//
#include "llvm/ADT/PostOrderIterator.h"
#include "llvm/Analysis/CFG.h"
#include "llvm/Analysis/DivergenceAnalysis.h"
#include "llvm/Analysis/LegacyDivergenceAnalysis.h"
#include "llvm/Analysis/Passes.h"
#include "llvm/Analysis/PostDominators.h"
@@ -79,6 +83,12 @@ using namespace llvm;
#define DEBUG_TYPE "divergence"
// transparently use the GPUDivergenceAnalysis
static cl::opt<bool> UseGPUDA("use-gpu-divergence-analysis", cl::init(false),
cl::Hidden,
cl::desc("turn the LegacyDivergenceAnalysis into "
"a wrapper for GPUDivergenceAnalysis"));
namespace {
class DivergencePropagator {
@@ -262,16 +272,17 @@ void DivergencePropagator::propagate() {
}
}
} /// end namespace anonymous
} // namespace
// Register this pass.
char LegacyDivergenceAnalysis::ID = 0;
INITIALIZE_PASS_BEGIN(LegacyDivergenceAnalysis, "divergence", "Legacy Divergence Analysis",
false, true)
INITIALIZE_PASS_BEGIN(LegacyDivergenceAnalysis, "divergence",
"Legacy Divergence Analysis", false, true)
INITIALIZE_PASS_DEPENDENCY(DominatorTreeWrapperPass)
INITIALIZE_PASS_DEPENDENCY(PostDominatorTreeWrapperPass)
INITIALIZE_PASS_END(LegacyDivergenceAnalysis, "divergence", "Legacy Divergence Analysis",
false, true)
INITIALIZE_PASS_DEPENDENCY(LoopInfoWrapperPass)
INITIALIZE_PASS_END(LegacyDivergenceAnalysis, "divergence",
"Legacy Divergence Analysis", false, true)
FunctionPass *llvm::createLegacyDivergenceAnalysisPass() {
return new LegacyDivergenceAnalysis();
@@ -280,9 +291,24 @@ FunctionPass *llvm::createLegacyDivergenceAnalysisPass() {
void LegacyDivergenceAnalysis::getAnalysisUsage(AnalysisUsage &AU) const {
AU.addRequired<DominatorTreeWrapperPass>();
AU.addRequired<PostDominatorTreeWrapperPass>();
if (UseGPUDA)
AU.addRequired<LoopInfoWrapperPass>();
AU.setPreservesAll();
}
bool LegacyDivergenceAnalysis::shouldUseGPUDivergenceAnalysis(
const Function &F) const {
if (!UseGPUDA)
return false;
// GPUDivergenceAnalysis requires a reducible CFG.
auto &LI = getAnalysis<LoopInfoWrapperPass>().getLoopInfo();
using RPOTraversal = ReversePostOrderTraversal<const Function *>;
RPOTraversal FuncRPOT(&F);
return !containsIrreducibleCFG<const BasicBlock *, const RPOTraversal,
const LoopInfo>(FuncRPOT, LI);
}
bool LegacyDivergenceAnalysis::runOnFunction(Function &F) {
auto *TTIWP = getAnalysisIfAvailable<TargetTransformInfoWrapperPass>();
if (TTIWP == nullptr)
@@ -295,36 +321,59 @@ bool LegacyDivergenceAnalysis::runOnFunction(Function &F) {
return false;
DivergentValues.clear();
gpuDA = nullptr;
auto &DT = getAnalysis<DominatorTreeWrapperPass>().getDomTree();
auto &PDT = getAnalysis<PostDominatorTreeWrapperPass>().getPostDomTree();
DivergencePropagator DP(F, TTI,
getAnalysis<DominatorTreeWrapperPass>().getDomTree(),
PDT, DivergentValues);
DP.populateWithSourcesOfDivergence();
DP.propagate();
LLVM_DEBUG(
dbgs() << "\nAfter divergence analysis on " << F.getName() << ":\n";
print(dbgs(), F.getParent())
);
if (shouldUseGPUDivergenceAnalysis(F)) {
// run the new GPU divergence analysis
auto &LI = getAnalysis<LoopInfoWrapperPass>().getLoopInfo();
gpuDA = llvm::make_unique<GPUDivergenceAnalysis>(F, DT, PDT, LI, TTI);
} else {
// run LLVM's existing DivergenceAnalysis
DivergencePropagator DP(F, TTI, DT, PDT, DivergentValues);
DP.populateWithSourcesOfDivergence();
DP.propagate();
}
LLVM_DEBUG(dbgs() << "\nAfter divergence analysis on " << F.getName()
<< ":\n";
print(dbgs(), F.getParent()));
return false;
}
bool LegacyDivergenceAnalysis::isDivergent(const Value *V) const {
if (gpuDA) {
return gpuDA->isDivergent(*V);
}
return DivergentValues.count(V);
}
void LegacyDivergenceAnalysis::print(raw_ostream &OS, const Module *) const {
if (DivergentValues.empty())
if ((!gpuDA || !gpuDA->hasDivergence()) && DivergentValues.empty())
return;
const Value *FirstDivergentValue = *DivergentValues.begin();
const Function *F;
if (const Argument *Arg = dyn_cast<Argument>(FirstDivergentValue)) {
F = Arg->getParent();
} else if (const Instruction *I =
dyn_cast<Instruction>(FirstDivergentValue)) {
F = I->getParent()->getParent();
} else {
llvm_unreachable("Only arguments and instructions can be divergent");
if (!DivergentValues.empty()) {
const Value *FirstDivergentValue = *DivergentValues.begin();
if (const Argument *Arg = dyn_cast<Argument>(FirstDivergentValue)) {
F = Arg->getParent();
} else if (const Instruction *I =
dyn_cast<Instruction>(FirstDivergentValue)) {
F = I->getParent()->getParent();
} else {
llvm_unreachable("Only arguments and instructions can be divergent");
}
} else if (gpuDA) {
F = &gpuDA->getFunction();
}
// Dumps all divergent values in F, arguments and then instructions.
for (auto &Arg : F->args()) {
OS << (DivergentValues.count(&Arg) ? "DIVERGENT: " : " ");
OS << (isDivergent(&Arg) ? "DIVERGENT: " : " ");
OS << Arg << "\n";
}
// Iterate instructions using instructions() to ensure a deterministic order.
@@ -332,7 +381,7 @@ void LegacyDivergenceAnalysis::print(raw_ostream &OS, const Module *) const {
auto &BB = *BI;
OS << "\n " << BB.getName() << ":\n";
for (auto &I : BB.instructionsWithoutDebug()) {
OS << (DivergentValues.count(&I) ? "DIVERGENT: " : " ");
OS << (isDivergent(&I) ? "DIVERGENT: " : " ");
OS << I << "\n";
}
}
@@ -0,0 +1,14 @@
; RUN: opt -mtriple amdgcn-unknown-amdhsa -analyze -divergence -use-gpu-divergence-analysis %s | FileCheck %s
define amdgpu_kernel void @workitem_id_x() #1 {
%id.x = call i32 @llvm.amdgcn.workitem.id.x()
; CHECK: DIVERGENT: %id.x = call i32 @llvm.amdgcn.workitem.id.x()
%first.lane = call i32 @llvm.amdgcn.readfirstlane(i32 %id.x)
; CHECK-NOT: DIVERGENT: %first.lane = call i32 @llvm.amdgcn.readfirstlane(i32 %id.x)
ret void
}
declare i32 @llvm.amdgcn.workitem.id.x() #0
declare i32 @llvm.amdgcn.readfirstlane(i32) #0
attributes #0 = { nounwind readnone }
@@ -0,0 +1,45 @@
; RUN: opt -mtriple=amdgcn-- -analyze -divergence -use-gpu-divergence-analysis %s | FileCheck %s
; CHECK: DIVERGENT: %orig = atomicrmw xchg i32* %ptr, i32 %val seq_cst
define i32 @test1(i32* %ptr, i32 %val) #0 {
%orig = atomicrmw xchg i32* %ptr, i32 %val seq_cst
ret i32 %orig
}
; CHECK: DIVERGENT: %orig = cmpxchg i32* %ptr, i32 %cmp, i32 %new seq_cst seq_cst
define {i32, i1} @test2(i32* %ptr, i32 %cmp, i32 %new) {
%orig = cmpxchg i32* %ptr, i32 %cmp, i32 %new seq_cst seq_cst
ret {i32, i1} %orig
}
; CHECK: DIVERGENT: %ret = call i32 @llvm.amdgcn.atomic.inc.i32.p1i32(i32 addrspace(1)* %ptr, i32 %val, i32 0, i32 0, i1 false)
define i32 @test_atomic_inc_i32(i32 addrspace(1)* %ptr, i32 %val) #0 {
%ret = call i32 @llvm.amdgcn.atomic.inc.i32.p1i32(i32 addrspace(1)* %ptr, i32 %val, i32 0, i32 0, i1 false)
ret i32 %ret
}
; CHECK: DIVERGENT: %ret = call i64 @llvm.amdgcn.atomic.inc.i64.p1i64(i64 addrspace(1)* %ptr, i64 %val, i32 0, i32 0, i1 false)
define i64 @test_atomic_inc_i64(i64 addrspace(1)* %ptr, i64 %val) #0 {
%ret = call i64 @llvm.amdgcn.atomic.inc.i64.p1i64(i64 addrspace(1)* %ptr, i64 %val, i32 0, i32 0, i1 false)
ret i64 %ret
}
; CHECK: DIVERGENT: %ret = call i32 @llvm.amdgcn.atomic.dec.i32.p1i32(i32 addrspace(1)* %ptr, i32 %val, i32 0, i32 0, i1 false)
define i32 @test_atomic_dec_i32(i32 addrspace(1)* %ptr, i32 %val) #0 {
%ret = call i32 @llvm.amdgcn.atomic.dec.i32.p1i32(i32 addrspace(1)* %ptr, i32 %val, i32 0, i32 0, i1 false)
ret i32 %ret
}
; CHECK: DIVERGENT: %ret = call i64 @llvm.amdgcn.atomic.dec.i64.p1i64(i64 addrspace(1)* %ptr, i64 %val, i32 0, i32 0, i1 false)
define i64 @test_atomic_dec_i64(i64 addrspace(1)* %ptr, i64 %val) #0 {
%ret = call i64 @llvm.amdgcn.atomic.dec.i64.p1i64(i64 addrspace(1)* %ptr, i64 %val, i32 0, i32 0, i1 false)
ret i64 %ret
}
declare i32 @llvm.amdgcn.atomic.inc.i32.p1i32(i32 addrspace(1)* nocapture, i32, i32, i32, i1) #1
declare i64 @llvm.amdgcn.atomic.inc.i64.p1i64(i64 addrspace(1)* nocapture, i64, i32, i32, i1) #1
declare i32 @llvm.amdgcn.atomic.dec.i32.p1i32(i32 addrspace(1)* nocapture, i32, i32, i32, i1) #1
declare i64 @llvm.amdgcn.atomic.dec.i64.p1i64(i64 addrspace(1)* nocapture, i64, i32, i32, i1) #1
attributes #0 = { nounwind }
attributes #1 = { nounwind argmemonly }
@@ -0,0 +1,26 @@
; RUN: opt -mtriple amdgcn-unknown-amdhsa -analyze -divergence -use-gpu-divergence-analysis %s | FileCheck %s
define amdgpu_kernel void @hidden_diverge(i32 %n, i32 %a, i32 %b) #0 {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'hidden_diverge'
entry:
%tid = call i32 @llvm.amdgcn.workitem.id.x()
%cond.var = icmp slt i32 %tid, 0
br i1 %cond.var, label %B, label %C ; divergent
; CHECK: DIVERGENT: br i1 %cond.var,
B:
%cond.uni = icmp slt i32 %n, 0
br i1 %cond.uni, label %C, label %merge ; uniform
; CHECK-NOT: DIVERGENT: br i1 %cond.uni,
C:
%phi.var.hidden = phi i32 [ 1, %entry ], [ 2, %B ]
; CHECK: DIVERGENT: %phi.var.hidden = phi i32
br label %merge
merge:
%phi.ipd = phi i32 [ %a, %B ], [ %b, %C ]
; CHECK: DIVERGENT: %phi.ipd = phi i32
ret void
}
declare i32 @llvm.amdgcn.workitem.id.x() #0
attributes #0 = { nounwind readnone }
@@ -0,0 +1,223 @@
; RUN: opt -mtriple amdgcn-unknown-amdhsa -analyze -divergence -use-gpu-divergence-analysis %s | FileCheck %s
; divergent loop (H<header><exiting to X>, B<exiting to Y>)
; the divergent join point in %exit is obscured by uniform control joining in %X
define amdgpu_kernel void @hidden_loop_diverge(i32 %n, i32 %a, i32 %b) #0 {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'hidden_loop_diverge':
; CHECK-NOT: DIVERGENT: %uni.
; CHECK-NOT: DIVERGENT: br i1 %uni.
entry:
%tid = call i32 @llvm.amdgcn.workitem.id.x()
%uni.cond = icmp slt i32 %a, 0
br i1 %uni.cond, label %X, label %H ; uniform
H:
%uni.merge.h = phi i32 [ 0, %entry ], [ %uni.inc, %B ]
%div.exitx = icmp slt i32 %tid, 0
br i1 %div.exitx, label %X, label %B ; divergent branch
; CHECK: DIVERGENT: %div.exitx =
; CHECK: DIVERGENT: br i1 %div.exitx,
B:
%uni.inc = add i32 %uni.merge.h, 1
%div.exity = icmp sgt i32 %tid, 0
br i1 %div.exity, label %Y, label %H ; divergent branch
; CHECK: DIVERGENT: %div.exity =
; CHECK: DIVERGENT: br i1 %div.exity,
X:
%div.merge.x = phi i32 [ %a, %entry ], [ %uni.merge.h, %H ] ; temporal divergent phi
br i1 %uni.cond, label %Y, label %exit
; CHECK: DIVERGENT: %div.merge.x =
Y:
%div.merge.y = phi i32 [ 42, %X ], [ %b, %B ]
br label %exit
; CHECK: DIVERGENT: %div.merge.y =
exit:
%div.merge.exit = phi i32 [ %a, %X ], [ %b, %Y ]
ret void
; CHECK: DIVERGENT: %div.merge.exit =
}
; divergent loop (H<header><exiting to X>, B<exiting to Y>)
; the phi nodes in X and Y don't actually receive divergent values
define amdgpu_kernel void @unobserved_loop_diverge(i32 %n, i32 %a, i32 %b) #0 {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'unobserved_loop_diverge':
; CHECK-NOT: DIVERGENT: %uni.
; CHECK-NOT: DIVERGENT: br i1 %uni.
entry:
%tid = call i32 @llvm.amdgcn.workitem.id.x()
%uni.cond = icmp slt i32 %a, 0
br i1 %uni.cond, label %X, label %H ; uniform
H:
%uni.merge.h = phi i32 [ 0, %entry ], [ %uni.inc, %B ]
%div.exitx = icmp slt i32 %tid, 0
br i1 %div.exitx, label %X, label %B ; divergent branch
; CHECK: DIVERGENT: %div.exitx =
; CHECK: DIVERGENT: br i1 %div.exitx,
B:
%uni.inc = add i32 %uni.merge.h, 1
%div.exity = icmp sgt i32 %tid, 0
br i1 %div.exity, label %Y, label %H ; divergent branch
; CHECK: DIVERGENT: %div.exity =
; CHECK: DIVERGENT: br i1 %div.exity,
X:
%uni.merge.x = phi i32 [ %a, %entry ], [ %b, %H ]
br label %exit
Y:
%uni.merge.y = phi i32 [ %b, %B ]
br label %exit
exit:
%div.merge.exit = phi i32 [ %a, %X ], [ %b, %Y ]
ret void
; CHECK: DIVERGENT: %div.merge.exit =
}
; divergent loop (G<header>, L<exiting to D>) inside divergent loop (H<header>, B<exiting to X>, C<exiting to Y>, D, G, L)
; the inner loop has no exit to top level.
; the outer loop becomes divergent as its exiting branch in C is control-dependent on the inner loop's divergent loop exit in D.
define amdgpu_kernel void @hidden_nestedloop_diverge(i32 %n, i32 %a, i32 %b) #0 {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'hidden_nestedloop_diverge':
; CHECK-NOT: DIVERGENT: %uni.
; CHECK-NOT: DIVERGENT: br i1 %uni.
entry:
%tid = call i32 @llvm.amdgcn.workitem.id.x()
%uni.cond = icmp slt i32 %a, 0
%div.exitx = icmp slt i32 %tid, 0
br i1 %uni.cond, label %X, label %H
H:
%uni.merge.h = phi i32 [ 0, %entry ], [ %uni.inc, %D ]
br i1 %uni.cond, label %G, label %B
; CHECK: DIVERGENT: %div.exitx =
B:
br i1 %uni.cond, label %X, label %C
C:
br i1 %uni.cond, label %Y, label %D
D:
%uni.inc = add i32 %uni.merge.h, 1
br label %H
G:
br i1 %div.exitx, label %C, label %L
; CHECK: DIVERGENT: br i1 %div.exitx,
L:
br i1 %uni.cond, label %D, label %G
X:
%div.merge.x = phi i32 [ %a, %entry ], [ %uni.merge.h, %B ] ; temporal divergent phi
br i1 %uni.cond, label %Y, label %exit
; CHECK: DIVERGENT: %div.merge.x =
Y:
%div.merge.y = phi i32 [ 42, %X ], [ %b, %C ]
br label %exit
; CHECK: DIVERGENT: %div.merge.y =
exit:
%div.merge.exit = phi i32 [ %a, %X ], [ %b, %Y ]
ret void
; CHECK: DIVERGENT: %div.merge.exit =
}
; divergent loop (G<header>, L<exiting to X>) in divergent loop (H<header>, B<exiting to C>, C, G, L)
; the outer loop has no immediately divergent exiting edge.
; the inner exiting edge is exiting to top-level through the outer loop causing both to become divergent.
define amdgpu_kernel void @hidden_doublebreak_diverge(i32 %n, i32 %a, i32 %b) #0 {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'hidden_doublebreak_diverge':
; CHECK-NOT: DIVERGENT: %uni.
; CHECK-NOT: DIVERGENT: br i1 %uni.
entry:
%tid = call i32 @llvm.amdgcn.workitem.id.x()
%uni.cond = icmp slt i32 %a, 0
%div.exitx = icmp slt i32 %tid, 0
br i1 %uni.cond, label %X, label %H
H:
%uni.merge.h = phi i32 [ 0, %entry ], [ %uni.inc, %C ]
br i1 %uni.cond, label %G, label %B
; CHECK: DIVERGENT: %div.exitx =
B:
br i1 %uni.cond, label %Y, label %C
C:
%uni.inc = add i32 %uni.merge.h, 1
br label %H
G:
br i1 %div.exitx, label %X, label %L ; two-level break
; CHECK: DIVERGENT: br i1 %div.exitx,
L:
br i1 %uni.cond, label %C, label %G
X:
%div.merge.x = phi i32 [ %a, %entry ], [ %uni.merge.h, %G ] ; temporal divergence
br label %Y
; CHECK: DIVERGENT: %div.merge.x =
Y:
%div.merge.y = phi i32 [ 42, %X ], [ %b, %B ]
ret void
; CHECK: DIVERGENT: %div.merge.y =
}
; divergent loop (G<header>, L<exiting to D>) contained inside a uniform loop (H<header>, B, G, L , D<exiting to x>)
define amdgpu_kernel void @hidden_containedloop_diverge(i32 %n, i32 %a, i32 %b) #0 {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'hidden_containedloop_diverge':
; CHECK-NOT: DIVERGENT: %uni.
; CHECK-NOT: DIVERGENT: br i1 %uni.
entry:
%tid = call i32 @llvm.amdgcn.workitem.id.x()
%uni.cond = icmp slt i32 %a, 0
%div.exitx = icmp slt i32 %tid, 0
br i1 %uni.cond, label %X, label %H
H:
%uni.merge.h = phi i32 [ 0, %entry ], [ %uni.inc.d, %D ]
br i1 %uni.cond, label %G, label %B
; CHECK: DIVERGENT: %div.exitx =
B:
%div.merge.b = phi i32 [ 42, %H ], [ %uni.merge.g, %G ]
br label %D
; CHECK: DIVERGENT: %div.merge.b =
G:
%uni.merge.g = phi i32 [ 123, %H ], [ %uni.inc.l, %L ]
br i1 %div.exitx, label %B, label %L
; CHECK: DIVERGENT: br i1 %div.exitx,
L:
%uni.inc.l = add i32 %uni.merge.g, 1
br i1 %uni.cond, label %G, label %D
D:
%uni.inc.d = add i32 %uni.merge.h, 1
br i1 %uni.cond, label %X, label %H
X:
%uni.merge.x = phi i32 [ %a, %entry ], [ %uni.inc.d, %D ]
ret void
}
declare i32 @llvm.amdgcn.workitem.id.x() #0
attributes #0 = { nounwind readnone }
@@ -0,0 +1,13 @@
; RUN: opt -mtriple=amdgcn-- -analyze -divergence -use-gpu-divergence-analysis %s | FileCheck %s
; CHECK: DIVERGENT: %swizzle = call i32 @llvm.amdgcn.ds.swizzle(i32 %src, i32 100) #0
define amdgpu_kernel void @ds_swizzle(i32 addrspace(1)* %out, i32 %src) #0 {
%swizzle = call i32 @llvm.amdgcn.ds.swizzle(i32 %src, i32 100) #0
store i32 %swizzle, i32 addrspace(1)* %out, align 4
ret void
}
declare i32 @llvm.amdgcn.ds.swizzle(i32, i32) #1
attributes #0 = { nounwind convergent }
attributes #1 = { nounwind readnone convergent }
@@ -0,0 +1,48 @@
; RUN: opt -mtriple=amdgcn-- -analyze -divergence -use-gpu-divergence-analysis %s | FileCheck %s
; This test contains an unstructured loop.
; +-------------- entry ----------------+
; | |
; V V
; i1 = phi(0, i3) i2 = phi(0, i3)
; j1 = i1 + 1 ---> i3 = phi(j1, j2) <--- j2 = i2 + 2
; ^ | ^
; | V |
; +-------- switch (tid / i3) ----------+
; |
; V
; if (i3 == 5) // divergent
; because sync dependent on (tid / i3).
define i32 @unstructured_loop(i1 %entry_cond) {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'unstructured_loop'
entry:
%tid = call i32 @llvm.amdgcn.workitem.id.x()
br i1 %entry_cond, label %loop_entry_1, label %loop_entry_2
loop_entry_1:
%i1 = phi i32 [ 0, %entry ], [ %i3, %loop_latch ]
%j1 = add i32 %i1, 1
br label %loop_body
loop_entry_2:
%i2 = phi i32 [ 0, %entry ], [ %i3, %loop_latch ]
%j2 = add i32 %i2, 2
br label %loop_body
loop_body:
%i3 = phi i32 [ %j1, %loop_entry_1 ], [ %j2, %loop_entry_2 ]
br label %loop_latch
loop_latch:
%div = sdiv i32 %tid, %i3
switch i32 %div, label %branch [ i32 1, label %loop_entry_1
i32 2, label %loop_entry_2 ]
branch:
%cmp = icmp eq i32 %i3, 5
br i1 %cmp, label %then, label %else
; CHECK: DIVERGENT: br i1 %cmp,
then:
ret i32 0
else:
ret i32 1
}
declare i32 @llvm.amdgcn.workitem.id.x() #0
attributes #0 = { nounwind readnone }
@@ -0,0 +1,41 @@
; RUN: opt %s -mtriple amdgcn-- -analyze -divergence -use-gpu-divergence-analysis | FileCheck %s
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'test_amdgpu_ps':
; CHECK: DIVERGENT:
; CHECK-NOT: %arg0
; CHECK-NOT: %arg1
; CHECK-NOT: %arg2
; CHECK: <2 x i32> %arg3
; CHECK: DIVERGENT: <3 x i32> %arg4
; CHECK: DIVERGENT: float %arg5
; CHECK: DIVERGENT: i32 %arg6
define amdgpu_ps void @test_amdgpu_ps([4 x <16 x i8>] addrspace(2)* byval %arg0, float inreg %arg1, i32 inreg %arg2, <2 x i32> %arg3, <3 x i32> %arg4, float %arg5, i32 %arg6) #0 {
ret void
}
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'test_amdgpu_kernel':
; CHECK-NOT: %arg0
; CHECK-NOT: %arg1
; CHECK-NOT: %arg2
; CHECK-NOT: %arg3
; CHECK-NOT: %arg4
; CHECK-NOT: %arg5
; CHECK-NOT: %arg6
define amdgpu_kernel void @test_amdgpu_kernel([4 x <16 x i8>] addrspace(2)* byval %arg0, float inreg %arg1, i32 inreg %arg2, <2 x i32> %arg3, <3 x i32> %arg4, float %arg5, i32 %arg6) #0 {
ret void
}
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'test_c':
; CHECK: DIVERGENT:
; CHECK: DIVERGENT:
; CHECK: DIVERGENT:
; CHECK: DIVERGENT:
; CHECK: DIVERGENT:
; CHECK: DIVERGENT:
; CHECK: DIVERGENT:
define void @test_c([4 x <16 x i8>] addrspace(2)* byval %arg0, float inreg %arg1, i32 inreg %arg2, <2 x i32> %arg3, <3 x i32> %arg4, float %arg5, i32 %arg6) #0 {
ret void
}
attributes #0 = { nounwind }
@@ -0,0 +1,2 @@
if not 'AMDGPU' in config.root.targets:
config.unsupported = True
@@ -0,0 +1,103 @@
;RUN: opt -mtriple=amdgcn-mesa-mesa3d -analyze -divergence -use-gpu-divergence-analysis %s | FileCheck %s
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.buffer.atomic.swap(
define float @buffer_atomic_swap(<4 x i32> inreg %rsrc, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.buffer.atomic.swap(i32 %data, <4 x i32> %rsrc, i32 0, i32 0, i1 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.buffer.atomic.add(
define float @buffer_atomic_add(<4 x i32> inreg %rsrc, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.buffer.atomic.add(i32 %data, <4 x i32> %rsrc, i32 0, i32 0, i1 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.buffer.atomic.sub(
define float @buffer_atomic_sub(<4 x i32> inreg %rsrc, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.buffer.atomic.sub(i32 %data, <4 x i32> %rsrc, i32 0, i32 0, i1 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.buffer.atomic.smin(
define float @buffer_atomic_smin(<4 x i32> inreg %rsrc, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.buffer.atomic.smin(i32 %data, <4 x i32> %rsrc, i32 0, i32 0, i1 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.buffer.atomic.umin(
define float @buffer_atomic_umin(<4 x i32> inreg %rsrc, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.buffer.atomic.umin(i32 %data, <4 x i32> %rsrc, i32 0, i32 0, i1 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.buffer.atomic.smax(
define float @buffer_atomic_smax(<4 x i32> inreg %rsrc, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.buffer.atomic.smax(i32 %data, <4 x i32> %rsrc, i32 0, i32 0, i1 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.buffer.atomic.umax(
define float @buffer_atomic_umax(<4 x i32> inreg %rsrc, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.buffer.atomic.umax(i32 %data, <4 x i32> %rsrc, i32 0, i32 0, i1 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.buffer.atomic.and(
define float @buffer_atomic_and(<4 x i32> inreg %rsrc, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.buffer.atomic.and(i32 %data, <4 x i32> %rsrc, i32 0, i32 0, i1 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.buffer.atomic.or(
define float @buffer_atomic_or(<4 x i32> inreg %rsrc, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.buffer.atomic.or(i32 %data, <4 x i32> %rsrc, i32 0, i32 0, i1 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.buffer.atomic.xor(
define float @buffer_atomic_xor(<4 x i32> inreg %rsrc, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.buffer.atomic.xor(i32 %data, <4 x i32> %rsrc, i32 0, i32 0, i1 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.buffer.atomic.cmpswap(
define float @buffer_atomic_cmpswap(<4 x i32> inreg %rsrc, i32 inreg %data, i32 inreg %cmp) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.buffer.atomic.cmpswap(i32 %data, i32 %cmp, <4 x i32> %rsrc, i32 0, i32 0, i1 0)
%r = bitcast i32 %orig to float
ret float %r
}
declare i32 @llvm.amdgcn.buffer.atomic.swap(i32, <4 x i32>, i32, i32, i1) #0
declare i32 @llvm.amdgcn.buffer.atomic.add(i32, <4 x i32>, i32, i32, i1) #0
declare i32 @llvm.amdgcn.buffer.atomic.sub(i32, <4 x i32>, i32, i32, i1) #0
declare i32 @llvm.amdgcn.buffer.atomic.smin(i32, <4 x i32>, i32, i32, i1) #0
declare i32 @llvm.amdgcn.buffer.atomic.umin(i32, <4 x i32>, i32, i32, i1) #0
declare i32 @llvm.amdgcn.buffer.atomic.smax(i32, <4 x i32>, i32, i32, i1) #0
declare i32 @llvm.amdgcn.buffer.atomic.umax(i32, <4 x i32>, i32, i32, i1) #0
declare i32 @llvm.amdgcn.buffer.atomic.and(i32, <4 x i32>, i32, i32, i1) #0
declare i32 @llvm.amdgcn.buffer.atomic.or(i32, <4 x i32>, i32, i32, i1) #0
declare i32 @llvm.amdgcn.buffer.atomic.xor(i32, <4 x i32>, i32, i32, i1) #0
declare i32 @llvm.amdgcn.buffer.atomic.cmpswap(i32, i32, <4 x i32>, i32, i32, i1) #0
attributes #0 = { nounwind }
@@ -0,0 +1,131 @@
;RUN: opt -mtriple=amdgcn-mesa-mesa3d -analyze -divergence -use-gpu-divergence-analysis %s | FileCheck %s
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.swap.1d.i32.i32(
define float @image_atomic_swap(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.swap.1d.i32.i32(i32 %data, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.add.1d.i32.i32(
define float @image_atomic_add(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.add.1d.i32.i32(i32 %data, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.sub.1d.i32.i32(
define float @image_atomic_sub(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.sub.1d.i32.i32(i32 %data, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.smin.1d.i32.i32(
define float @image_atomic_smin(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.smin.1d.i32.i32(i32 %data, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.umin.1d.i32.i32(
define float @image_atomic_umin(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.umin.1d.i32.i32(i32 %data, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.smax.1d.i32.i32(
define float @image_atomic_smax(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.smax.1d.i32.i32(i32 %data, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.umax.1d.i32.i32(
define float @image_atomic_umax(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.umax.1d.i32.i32(i32 %data, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.and.1d.i32.i32(
define float @image_atomic_and(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.and.1d.i32.i32(i32 %data, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.or.1d.i32.i32(
define float @image_atomic_or(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.or.1d.i32.i32(i32 %data, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.xor.1d.i32.i32(
define float @image_atomic_xor(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.xor.1d.i32.i32(i32 %data, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.inc.1d.i32.i32(
define float @image_atomic_inc(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.inc.1d.i32.i32(i32 %data, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.dec.1d.i32.i32(
define float @image_atomic_dec(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.dec.1d.i32.i32(i32 %data, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.cmpswap.1d.i32.i32(
define float @image_atomic_cmpswap(<8 x i32> inreg %rsrc, i32 inreg %addr, i32 inreg %data, i32 inreg %cmp) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.cmpswap.1d.i32.i32(i32 %data, i32 %cmp, i32 %addr, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
;CHECK: DIVERGENT: %orig = call i32 @llvm.amdgcn.image.atomic.add.2d.i32.i32(
define float @image_atomic_add_2d(<8 x i32> inreg %rsrc, i32 inreg %s, i32 inreg %t, i32 inreg %data) #0 {
main_body:
%orig = call i32 @llvm.amdgcn.image.atomic.add.2d.i32.i32(i32 %data, i32 %s, i32 %t, <8 x i32> %rsrc, i32 0, i32 0)
%r = bitcast i32 %orig to float
ret float %r
}
declare i32 @llvm.amdgcn.image.atomic.swap.1d.i32.i32(i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.add.1d.i32.i32(i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.sub.1d.i32.i32(i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.smin.1d.i32.i32(i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.umin.1d.i32.i32(i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.smax.1d.i32.i32(i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.umax.1d.i32.i32(i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.and.1d.i32.i32(i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.or.1d.i32.i32(i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.xor.1d.i32.i32(i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.inc.1d.i32.i32(i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.dec.1d.i32.i32(i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.cmpswap.1d.i32.i32(i32, i32, i32, <8 x i32>, i32, i32) #0
declare i32 @llvm.amdgcn.image.atomic.add.2d.i32.i32(i32, i32, i32, <8 x i32>, i32, i32) #0
attributes #0 = { nounwind }
@@ -0,0 +1,30 @@
; RUN: opt %s -mtriple amdgcn-- -analyze -divergence -use-gpu-divergence-analysis | FileCheck %s
; CHECK: DIVERGENT: %tmp5 = getelementptr inbounds float, float addrspace(1)* %arg, i64 %tmp2
; CHECK: DIVERGENT: %tmp10 = load volatile float, float addrspace(1)* %tmp5, align 4
; CHECK: DIVERGENT: %tmp11 = load volatile float, float addrspace(1)* %tmp5, align 4
; The post dominator tree does not have a root node in this case
define amdgpu_kernel void @no_return_blocks(float addrspace(1)* noalias nocapture readonly %arg, float addrspace(1)* noalias nocapture readonly %arg1) #0 {
bb0:
%tmp = tail call i32 @llvm.amdgcn.workitem.id.x() #0
%tmp2 = sext i32 %tmp to i64
%tmp5 = getelementptr inbounds float, float addrspace(1)* %arg, i64 %tmp2
%tmp6 = load volatile float, float addrspace(1)* %tmp5, align 4
%tmp8 = fcmp olt float %tmp6, 0.000000e+00
br i1 %tmp8, label %bb1, label %bb2
bb1:
%tmp10 = load volatile float, float addrspace(1)* %tmp5, align 4
br label %bb2
bb2:
%tmp11 = load volatile float, float addrspace(1)* %tmp5, align 4
br label %bb1
}
; Function Attrs: nounwind readnone
declare i32 @llvm.amdgcn.workitem.id.x() #1
attributes #0 = { nounwind }
attributes #1 = { nounwind readnone }
@@ -0,0 +1,31 @@
; RUN: opt -mtriple=amdgcn-- -analyze -divergence -use-gpu-divergence-analysis %s | FileCheck %s
; CHECK-LABEL: 'test1':
; CHECK-NEXT: DIVERGENT: i32 %bound
; CHECK: {{^ *}}%counter =
; CHECK-NEXT: DIVERGENT: %break = icmp sge i32 %counter, %bound
; CHECK-NEXT: DIVERGENT: br i1 %break, label %footer, label %body
; CHECK: {{^ *}}%counter.next =
; CHECK: {{^ *}}%counter.footer =
; CHECK: DIVERGENT: br i1 %break, label %end, label %header
; Note: %counter is not divergent!
define amdgpu_ps void @test1(i32 %bound) {
entry:
br label %header
header:
%counter = phi i32 [ 0, %entry ], [ %counter.footer, %footer ]
%break = icmp sge i32 %counter, %bound
br i1 %break, label %footer, label %body
body:
%counter.next = add i32 %counter, 1
br label %footer
footer:
%counter.footer = phi i32 [ %counter.next, %body ], [ undef, %header ]
br i1 %break, label %end, label %header
end:
ret void
}
@@ -0,0 +1,154 @@
; RUN: opt -mtriple amdgcn-unknown-amdhsa -analyze -divergence -use-gpu-divergence-analysis %s | FileCheck %s
; temporal-divergent use of value carried by divergent loop
define amdgpu_kernel void @temporal_diverge(i32 %n, i32 %a, i32 %b) #0 {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'temporal_diverge':
; CHECK-NOT: DIVERGENT: %uni.
; CHECK-NOT: DIVERGENT: br i1 %uni.
entry:
%tid = call i32 @llvm.amdgcn.workitem.id.x()
%uni.cond = icmp slt i32 %a, 0
br label %H
H:
%uni.merge.h = phi i32 [ 0, %entry ], [ %uni.inc, %H ]
%uni.inc = add i32 %uni.merge.h, 1
%div.exitx = icmp slt i32 %tid, 0
br i1 %div.exitx, label %X, label %H ; divergent branch
; CHECK: DIVERGENT: %div.exitx =
; CHECK: DIVERGENT: br i1 %div.exitx,
X:
%div.user = add i32 %uni.inc, 5
ret void
}
; temporal-divergent use of value carried by divergent loop inside a top-level loop
define amdgpu_kernel void @temporal_diverge_inloop(i32 %n, i32 %a, i32 %b) #0 {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'temporal_diverge_inloop':
; CHECK-NOT: DIVERGENT: %uni.
; CHECK-NOT: DIVERGENT: br i1 %uni.
entry:
%tid = call i32 @llvm.amdgcn.workitem.id.x()
%uni.cond = icmp slt i32 %a, 0
br label %G
G:
br label %H
H:
%uni.merge.h = phi i32 [ 0, %G ], [ %uni.inc, %H ]
%uni.inc = add i32 %uni.merge.h, 1
%div.exitx = icmp slt i32 %tid, 0
br i1 %div.exitx, label %X, label %H ; divergent branch
; CHECK: DIVERGENT: %div.exitx =
; CHECK: DIVERGENT: br i1 %div.exitx,
X:
%div.user = add i32 %uni.inc, 5
br i1 %uni.cond, label %G, label %Y
Y:
%div.alsouser = add i32 %uni.inc, 5
ret void
}
; temporal-uniform use of a valud, definition and users are carried by a surrounding divergent loop
define amdgpu_kernel void @temporal_uniform_indivloop(i32 %n, i32 %a, i32 %b) #0 {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'temporal_uniform_indivloop':
; CHECK-NOT: DIVERGENT: %uni.
; CHECK-NOT: DIVERGENT: br i1 %uni.
entry:
%tid = call i32 @llvm.amdgcn.workitem.id.x()
%uni.cond = icmp slt i32 %a, 0
br label %G
G:
br label %H
H:
%uni.merge.h = phi i32 [ 0, %G ], [ %uni.inc, %H ]
%uni.inc = add i32 %uni.merge.h, 1
br i1 %uni.cond, label %X, label %H ; divergent branch
X:
%uni.user = add i32 %uni.inc, 5
%div.exity = icmp slt i32 %tid, 0
; CHECK: DIVERGENT: %div.exity =
br i1 %div.exity, label %G, label %Y
; CHECK: DIVERGENT: br i1 %div.exity,
Y:
%div.alsouser = add i32 %uni.inc, 5
ret void
}
; temporal-divergent use of value carried by divergent loop, user is inside sibling loop
define amdgpu_kernel void @temporal_diverge_loopuser(i32 %n, i32 %a, i32 %b) #0 {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'temporal_diverge_loopuser':
; CHECK-NOT: DIVERGENT: %uni.
; CHECK-NOT: DIVERGENT: br i1 %uni.
entry:
%tid = call i32 @llvm.amdgcn.workitem.id.x()
%uni.cond = icmp slt i32 %a, 0
br label %H
H:
%uni.merge.h = phi i32 [ 0, %entry ], [ %uni.inc, %H ]
%uni.inc = add i32 %uni.merge.h, 1
%div.exitx = icmp slt i32 %tid, 0
br i1 %div.exitx, label %X, label %H ; divergent branch
; CHECK: DIVERGENT: %div.exitx =
; CHECK: DIVERGENT: br i1 %div.exitx,
X:
br label %G
G:
%div.user = add i32 %uni.inc, 5
br i1 %uni.cond, label %G, label %Y
Y:
ret void
}
; temporal-divergent use of value carried by divergent loop, user is inside sibling loop, defs and use are carried by a uniform loop
define amdgpu_kernel void @temporal_diverge_loopuser_nested(i32 %n, i32 %a, i32 %b) #0 {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'temporal_diverge_loopuser_nested':
; CHECK-NOT: DIVERGENT: %uni.
; CHECK-NOT: DIVERGENT: br i1 %uni.
entry:
%tid = call i32 @llvm.amdgcn.workitem.id.x()
%uni.cond = icmp slt i32 %a, 0
br label %H
H:
%uni.merge.h = phi i32 [ 0, %entry ], [ %uni.inc, %H ]
%uni.inc = add i32 %uni.merge.h, 1
%div.exitx = icmp slt i32 %tid, 0
br i1 %div.exitx, label %X, label %H ; divergent branch
; CHECK: DIVERGENT: %div.exitx =
; CHECK: DIVERGENT: br i1 %div.exitx,
X:
br label %G
G:
%div.user = add i32 %uni.inc, 5
br i1 %uni.cond, label %G, label %Y
Y:
ret void
}
declare i32 @llvm.amdgcn.workitem.id.x() #0
attributes #0 = { nounwind readnone }
@@ -0,0 +1,45 @@
; RUN: opt -mtriple amdgcn-unknown-amdhsa -analyze -divergence -use-gpu-divergence-analysis %s | FileCheck %s
declare i32 @llvm.amdgcn.workitem.id.x() #0
declare i32 @llvm.amdgcn.workitem.id.y() #0
declare i32 @llvm.amdgcn.workitem.id.z() #0
declare i32 @llvm.amdgcn.mbcnt.lo(i32, i32) #0
declare i32 @llvm.amdgcn.mbcnt.hi(i32, i32) #0
; CHECK: DIVERGENT: %id.x = call i32 @llvm.amdgcn.workitem.id.x()
define amdgpu_kernel void @workitem_id_x() #1 {
%id.x = call i32 @llvm.amdgcn.workitem.id.x()
store volatile i32 %id.x, i32 addrspace(1)* undef
ret void
}
; CHECK: DIVERGENT: %id.y = call i32 @llvm.amdgcn.workitem.id.y()
define amdgpu_kernel void @workitem_id_y() #1 {
%id.y = call i32 @llvm.amdgcn.workitem.id.y()
store volatile i32 %id.y, i32 addrspace(1)* undef
ret void
}
; CHECK: DIVERGENT: %id.z = call i32 @llvm.amdgcn.workitem.id.z()
define amdgpu_kernel void @workitem_id_z() #1 {
%id.z = call i32 @llvm.amdgcn.workitem.id.z()
store volatile i32 %id.z, i32 addrspace(1)* undef
ret void
}
; CHECK: DIVERGENT: %mbcnt.lo = call i32 @llvm.amdgcn.mbcnt.lo(i32 0, i32 0)
define amdgpu_kernel void @mbcnt_lo() #1 {
%mbcnt.lo = call i32 @llvm.amdgcn.mbcnt.lo(i32 0, i32 0)
store volatile i32 %mbcnt.lo, i32 addrspace(1)* undef
ret void
}
; CHECK: DIVERGENT: %mbcnt.hi = call i32 @llvm.amdgcn.mbcnt.hi(i32 0, i32 0)
define amdgpu_kernel void @mbcnt_hi() #1 {
%mbcnt.hi = call i32 @llvm.amdgcn.mbcnt.hi(i32 0, i32 0)
store volatile i32 %mbcnt.hi, i32 addrspace(1)* undef
ret void
}
attributes #0 = { nounwind readnone }
attributes #1 = { nounwind }
@@ -0,0 +1,47 @@
; RUN: opt %s -analyze -divergence -use-gpu-divergence-analysis | FileCheck %s
target datalayout = "e-i64:64-v16:16-v32:32-n16:32:64"
target triple = "nvptx64-nvidia-cuda"
define i32 @daorder(i32 %n) {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'daorder'
entry:
%tid = call i32 @llvm.nvvm.read.ptx.sreg.tid.x()
%cond = icmp slt i32 %tid, 0
br i1 %cond, label %A, label %B ; divergent
; CHECK: DIVERGENT: br i1 %cond,
A:
%defAtA = add i32 %n, 1 ; uniform
; CHECK-NOT: DIVERGENT: %defAtA =
br label %C
B:
%defAtB = add i32 %n, 2 ; uniform
; CHECK-NOT: DIVERGENT: %defAtB =
br label %C
C:
%defAtC = phi i32 [ %defAtA, %A ], [ %defAtB, %B ] ; divergent
; CHECK: DIVERGENT: %defAtC =
br label %D
D:
%i = phi i32 [0, %C], [ %i.inc, %E ] ; uniform
; CHECK-NOT: DIVERGENT: %i = phi
br label %E
E:
%i.inc = add i32 %i, 1
%loopCnt = icmp slt i32 %i.inc, %n
; CHECK-NOT: DIVERGENT: %loopCnt =
br i1 %loopCnt, label %D, label %exit
exit:
ret i32 %n
}
declare i32 @llvm.nvvm.read.ptx.sreg.tid.x()
declare i32 @llvm.nvvm.read.ptx.sreg.tid.y()
declare i32 @llvm.nvvm.read.ptx.sreg.tid.z()
declare i32 @llvm.nvvm.read.ptx.sreg.laneid()
!nvvm.annotations = !{!0}
!0 = !{i32 (i32)* @daorder, !"kernel", i32 1}
@@ -0,0 +1,175 @@
; RUN: opt %s -analyze -divergence -use-gpu-divergence-analysis | FileCheck %s
target datalayout = "e-i64:64-v16:16-v32:32-n16:32:64"
target triple = "nvptx64-nvidia-cuda"
; return (n < 0 ? a + threadIdx.x : b + threadIdx.x)
define i32 @no_diverge(i32 %n, i32 %a, i32 %b) {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'no_diverge'
entry:
%tid = call i32 @llvm.nvvm.read.ptx.sreg.tid.x()
%cond = icmp slt i32 %n, 0
br i1 %cond, label %then, label %else ; uniform
; CHECK-NOT: DIVERGENT: br i1 %cond,
then:
%a1 = add i32 %a, %tid
br label %merge
else:
%b2 = add i32 %b, %tid
br label %merge
merge:
%c = phi i32 [ %a1, %then ], [ %b2, %else ]
ret i32 %c
}
; c = a;
; if (threadIdx.x < 5) // divergent: data dependent
; c = b;
; return c; // c is divergent: sync dependent
define i32 @sync(i32 %a, i32 %b) {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'sync'
bb1:
%tid = call i32 @llvm.nvvm.read.ptx.sreg.tid.y()
%cond = icmp slt i32 %tid, 5
br i1 %cond, label %bb2, label %bb3
; CHECK: DIVERGENT: br i1 %cond,
bb2:
br label %bb3
bb3:
%c = phi i32 [ %a, %bb1 ], [ %b, %bb2 ] ; sync dependent on tid
; CHECK: DIVERGENT: %c =
ret i32 %c
}
; c = 0;
; if (threadIdx.x >= 5) { // divergent
; c = (n < 0 ? a : b); // c here is uniform because n is uniform
; }
; // c here is divergent because it is sync dependent on threadIdx.x >= 5
; return c;
define i32 @mixed(i32 %n, i32 %a, i32 %b) {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'mixed'
bb1:
%tid = call i32 @llvm.nvvm.read.ptx.sreg.tid.z()
%cond = icmp slt i32 %tid, 5
br i1 %cond, label %bb6, label %bb2
; CHECK: DIVERGENT: br i1 %cond,
bb2:
%cond2 = icmp slt i32 %n, 0
br i1 %cond2, label %bb4, label %bb3
bb3:
br label %bb5
bb4:
br label %bb5
bb5:
%c = phi i32 [ %a, %bb3 ], [ %b, %bb4 ]
; CHECK-NOT: DIVERGENT: %c =
br label %bb6
bb6:
%c2 = phi i32 [ 0, %bb1], [ %c, %bb5 ]
; CHECK: DIVERGENT: %c2 =
ret i32 %c2
}
; We conservatively treats all parameters of a __device__ function as divergent.
define i32 @device(i32 %n, i32 %a, i32 %b) {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'device'
; CHECK: DIVERGENT: i32 %n
; CHECK: DIVERGENT: i32 %a
; CHECK: DIVERGENT: i32 %b
entry:
%cond = icmp slt i32 %n, 0
br i1 %cond, label %then, label %else
; CHECK: DIVERGENT: br i1 %cond,
then:
br label %merge
else:
br label %merge
merge:
%c = phi i32 [ %a, %then ], [ %b, %else ]
ret i32 %c
}
; int i = 0;
; do {
; i++; // i here is uniform
; } while (i < laneid);
; return i == 10 ? 0 : 1; // i here is divergent
;
; The i defined in the loop is used outside.
define i32 @loop() {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'loop'
entry:
%laneid = call i32 @llvm.nvvm.read.ptx.sreg.laneid()
br label %loop
loop:
%i = phi i32 [ 0, %entry ], [ %i1, %loop ]
; CHECK-NOT: DIVERGENT: %i =
%i1 = add i32 %i, 1
%exit_cond = icmp sge i32 %i1, %laneid
br i1 %exit_cond, label %loop_exit, label %loop
loop_exit:
%cond = icmp eq i32 %i, 10
br i1 %cond, label %then, label %else
; CHECK: DIVERGENT: br i1 %cond,
then:
ret i32 0
else:
ret i32 1
}
; Same as @loop, but the loop is in the LCSSA form.
define i32 @lcssa() {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'lcssa'
entry:
%tid = call i32 @llvm.nvvm.read.ptx.sreg.tid.x()
br label %loop
loop:
%i = phi i32 [ 0, %entry ], [ %i1, %loop ]
; CHECK-NOT: DIVERGENT: %i =
%i1 = add i32 %i, 1
%exit_cond = icmp sge i32 %i1, %tid
br i1 %exit_cond, label %loop_exit, label %loop
loop_exit:
%i.lcssa = phi i32 [ %i, %loop ]
; CHECK: DIVERGENT: %i.lcssa =
%cond = icmp eq i32 %i.lcssa, 10
br i1 %cond, label %then, label %else
; CHECK: DIVERGENT: br i1 %cond,
then:
ret i32 0
else:
ret i32 1
}
; Verifies sync-dependence is computed correctly in the absense of loops.
define i32 @sync_no_loop(i32 %arg) {
entry:
%0 = add i32 %arg, 1
%tid = call i32 @llvm.nvvm.read.ptx.sreg.tid.x()
%1 = icmp sge i32 %tid, 10
br i1 %1, label %bb1, label %bb2
bb1:
br label %bb3
bb2:
br label %bb3
bb3:
%2 = add i32 %0, 2
; CHECK-NOT: DIVERGENT: %2
ret i32 %2
}
declare i32 @llvm.nvvm.read.ptx.sreg.tid.x()
declare i32 @llvm.nvvm.read.ptx.sreg.tid.y()
declare i32 @llvm.nvvm.read.ptx.sreg.tid.z()
declare i32 @llvm.nvvm.read.ptx.sreg.laneid()
!nvvm.annotations = !{!0, !1, !2, !3, !4}
!0 = !{i32 (i32, i32, i32)* @no_diverge, !"kernel", i32 1}
!1 = !{i32 (i32, i32)* @sync, !"kernel", i32 1}
!2 = !{i32 (i32, i32, i32)* @mixed, !"kernel", i32 1}
!3 = !{i32 ()* @loop, !"kernel", i32 1}
!4 = !{i32 (i32)* @sync_no_loop, !"kernel", i32 1}
@@ -0,0 +1,30 @@
; RUN: opt %s -analyze -divergence -use-gpu-divergence-analysis | FileCheck %s
target datalayout = "e-i64:64-v16:16-v32:32-n16:32:64"
target triple = "nvptx64-nvidia-cuda"
define i32 @hidden_diverge(i32 %n, i32 %a, i32 %b) {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'hidden_diverge'
entry:
%tid = call i32 @llvm.nvvm.read.ptx.sreg.tid.x()
%cond.var = icmp slt i32 %tid, 0
br i1 %cond.var, label %B, label %C ; divergent
; CHECK: DIVERGENT: br i1 %cond.var,
B:
%cond.uni = icmp slt i32 %n, 0
br i1 %cond.uni, label %C, label %merge ; uniform
; CHECK-NOT: DIVERGENT: br i1 %cond.uni,
C:
%phi.var.hidden = phi i32 [ 1, %entry ], [ 2, %B ]
; CHECK: DIVERGENT: %phi.var.hidden = phi i32
br label %merge
merge:
%phi.ipd = phi i32 [ %a, %B ], [ %b, %C ]
; CHECK: DIVERGENT: %phi.ipd = phi i32
ret i32 %phi.ipd
}
declare i32 @llvm.nvvm.read.ptx.sreg.tid.x()
!nvvm.annotations = !{!0}
!0 = !{i32 (i32, i32, i32)* @hidden_diverge, !"kernel", i32 1}
@@ -0,0 +1,55 @@
; RUN: opt %s -analyze -divergence -use-gpu-divergence-analysis | FileCheck %s
target datalayout = "e-i64:64-v16:16-v32:32-n16:32:64"
target triple = "nvptx64-nvidia-cuda"
; This test contains an unstructured loop.
; +-------------- entry ----------------+
; | |
; V V
; i1 = phi(0, i3) i2 = phi(0, i3)
; j1 = i1 + 1 ---> i3 = phi(j1, j2) <--- j2 = i2 + 2
; ^ | ^
; | V |
; +-------- switch (tid / i3) ----------+
; |
; V
; if (i3 == 5) // divergent
; because sync dependent on (tid / i3).
define i32 @unstructured_loop(i1 %entry_cond) {
; CHECK-LABEL: Printing analysis 'Legacy Divergence Analysis' for function 'unstructured_loop'
entry:
%tid = call i32 @llvm.nvvm.read.ptx.sreg.tid.x()
br i1 %entry_cond, label %loop_entry_1, label %loop_entry_2
loop_entry_1:
%i1 = phi i32 [ 0, %entry ], [ %i3, %loop_latch ]
%j1 = add i32 %i1, 1
br label %loop_body
loop_entry_2:
%i2 = phi i32 [ 0, %entry ], [ %i3, %loop_latch ]
%j2 = add i32 %i2, 2
br label %loop_body
loop_body:
%i3 = phi i32 [ %j1, %loop_entry_1 ], [ %j2, %loop_entry_2 ]
br label %loop_latch
loop_latch:
%div = sdiv i32 %tid, %i3
switch i32 %div, label %branch [ i32 1, label %loop_entry_1
i32 2, label %loop_entry_2 ]
branch:
%cmp = icmp eq i32 %i3, 5
br i1 %cmp, label %then, label %else
; CHECK: DIVERGENT: br i1 %cmp,
then:
ret i32 0
else:
ret i32 1
}
declare i32 @llvm.nvvm.read.ptx.sreg.tid.x()
declare i32 @llvm.nvvm.read.ptx.sreg.tid.y()
declare i32 @llvm.nvvm.read.ptx.sreg.tid.z()
declare i32 @llvm.nvvm.read.ptx.sreg.laneid()
!nvvm.annotations = !{!0}
!0 = !{i32 (i1)* @unstructured_loop, !"kernel", i32 1}
@@ -0,0 +1,2 @@
if not 'NVPTX' in config.root.targets:
config.unsupported = True