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/*========================== begin_copyright_notice ============================
Copyright (C) 2022 Intel Corporation
SPDX-License-Identifier: MIT
============================= end_copyright_notice ===========================*/
#include "GenerateFrequencyData.hpp"
#include "Compiler/IGCPassSupport.h"
#include "llvmWrapper/IR/BasicBlock.h"
#include "common/igc_regkeys.hpp"
#include "Probe/Assertion.h"
#include <llvm/IR/IRBuilder.h>
#include <llvm/IR/Module.h>
#include <llvm/IR/Function.h>
#include <llvm/IR/Instructions.h>
#include <llvm/IR/InstVisitor.h>
#include <llvm/Analysis/BlockFrequencyInfo.h>
#include <llvm/Analysis/BranchProbabilityInfo.h>
#include <llvm/Analysis/LoopInfo.h>
#include <llvm/Analysis/SyntheticCountsUtils.h>
#include <llvm/Support/ScaledNumber.h>
#include <unordered_map>
#include <string>
using namespace llvm;
using Scaled64 = ScaledNumber<uint64_t>;
class GenerateFrequencyData : public ModulePass {
typedef enum {
PGSS_IGC_DUMP_BLK = 0x1,
PGSS_IGC_DUMP_FUNC = 0x2,
} PGSS_DUMP_t;
public:
static char ID;
GenerateFrequencyData() : ModulePass(ID), M(nullptr) {
IGC::initializeGenerateFrequencyDataPass(*PassRegistry::getPassRegistry());
}
bool runOnModule(Module&) override;
void runStaticAnalysis();
void updateStaticFuncFreq(DenseMap<Function*, ScaledNumber<uint64_t>>& Counts);
void getAnalysisUsage(AnalysisUsage& AU) const override {
AU.setPreservesCFG();
AU.addRequired<LoopInfoWrapperPass>();
AU.addRequired<BranchProbabilityInfoWrapperPass>();
AU.addRequired<BlockFrequencyInfoWrapperPass>();
}
Module* getModule() { return M;};
void setModule(Module* m) { M = m; };
private:
Module *M;
};
char GenerateFrequencyData::ID = 0;
#define PASS_FLAG "igc-generate-frequency-data"
#define PASS_DESC "Generate frequency data"
#define PASS_CFG_ONLY false
#define PASS_ANALYSIS false
namespace IGC {
IGC_INITIALIZE_PASS_BEGIN(GenerateFrequencyData, PASS_FLAG, PASS_DESC, PASS_CFG_ONLY, PASS_ANALYSIS)
IGC_INITIALIZE_PASS_DEPENDENCY(LoopInfoWrapperPass)
IGC_INITIALIZE_PASS_DEPENDENCY(BranchProbabilityInfoWrapperPass)
IGC_INITIALIZE_PASS_DEPENDENCY(BlockFrequencyInfoWrapperPass)
IGC_INITIALIZE_PASS_END(GenerateFrequencyData, PASS_FLAG, PASS_DESC, PASS_CFG_ONLY, PASS_ANALYSIS)
}
llvm::ModulePass* IGC::createGenerateFrequencyDataPass()
{
return new GenerateFrequencyData();
}
bool GenerateFrequencyData::runOnModule(Module& M) {
setModule(&M);
runStaticAnalysis();
return false;
}
void GenerateFrequencyData::runStaticAnalysis()
{
//Analyze function frequencies from SyntheticCountsPropagation
//PrintStaticProfilingForKernelSizeReduction(0x1, "------------------Static analysis start------------------")
DenseMap<Function*, ScaledNumber<uint64_t>> F_freqs;
DenseMap<BasicBlock*, ScaledNumber<uint64_t>> B_freqs;
LLVMContext& C = M->getContext();
updateStaticFuncFreq(F_freqs);
for (auto& F : M->getFunctionList()) {
if (F.empty() || F_freqs.find(&F) == F_freqs.end())
continue;
auto& BFI = getAnalysis<BlockFrequencyInfoWrapperPass>(F).getBFI();
Scaled64 EntryFreq(BFI.getEntryFreq(), 0);
if ((IGC_GET_FLAG_VALUE(PrintStaticProfileGuidedSpillCostAnalysis) &
PGSS_IGC_DUMP_BLK) != 0)
dbgs() << "Function frequency of " << F.getName().str() << ": " << F_freqs[&F].toString() << "\n";
for (auto& B : F)
{
Scaled64 BBCount(BFI.getBlockFreq(&B).getFrequency(), 0);
BBCount /= EntryFreq;
BBCount *= F_freqs[&F];
B_freqs[&B] = BBCount;
if ((IGC_GET_FLAG_VALUE(PrintStaticProfileGuidedSpillCostAnalysis) &
PGSS_IGC_DUMP_BLK) != 0)
dbgs() << "Block frequency of " << B.getName().str() << " " << &B << ": " << BBCount.toString() << "\n";
Instruction* last_inst = B.getTerminator();
if (last_inst)
{
//llvm::dbgs() << "Digits: " << BBCount.getDigits() << "\n";
//llvm::dbgs() << "Scale: " << BBCount.getScale() << "\n";
MDNode* m_node = MDNode::get(C, MDString::get(C, std::to_string(BBCount.getDigits())));
last_inst->setMetadata("stats.blockFrequency.digits", m_node);
m_node = MDNode::get(C, MDString::get(C, std::to_string(BBCount.getScale())));
last_inst->setMetadata("stats.blockFrequency.scale", m_node);
}
}
}
return;
}
void GenerateFrequencyData::updateStaticFuncFreq(DenseMap<Function*, ScaledNumber<uint64_t>> &Counts)
{
auto MayHaveIndirectCalls = [](Function& F) {
for (auto* U : F.users()) {
if (!isa<CallInst>(U) && !isa<InvokeInst>(U))
return true;
}
return false;
};
uint64_t InitialSyntheticCount = 10;
uint64_t InlineSyntheticCount = 15;
uint64_t ColdSyntheticCount = 5;
std::unordered_map<llvm::BasicBlock*, Scaled64> blockFreqs;
std::unordered_map<llvm::Function*, Scaled64> entryFreqs;
for (Function& F : getModule()->getFunctionList()) {
uint64_t InitialCount = InitialSyntheticCount;
if (!F.empty())
{
auto& BFI = getAnalysis<BlockFrequencyInfoWrapperPass>(F).getBFI();
entryFreqs[&F] = Scaled64(BFI.getEntryFreq(), 0);
for (auto& B : F)
blockFreqs[&B] = Scaled64(BFI.getBlockFreq(&B).getFrequency(), 0);
}
if (F.isDeclaration())
continue;
if (F.hasFnAttribute(llvm::Attribute::AlwaysInline) ||
F.hasFnAttribute(llvm::Attribute::InlineHint)) {
// Use a higher value for inline functions to account for the fact that
// these are usually beneficial to inline.
InitialCount = InlineSyntheticCount;
}
else if (F.hasLocalLinkage() && !MayHaveIndirectCalls(F)) {
// Local functions without inline hints get counts only through
// propagation.
InitialCount = 0;
}
else if (F.hasFnAttribute(llvm::Attribute::Cold) ||
F.hasFnAttribute(llvm::Attribute::NoInline)) {
// Use a lower value for noinline and cold functions.
InitialCount = ColdSyntheticCount;
}
Counts[&F] = Scaled64(InitialCount, 0);
}
// Edge includes information about the source. Hence ignore the first
// parameter.
auto GetCallSiteProfCount = [&](const CallGraphNode*,
const CallGraphNode::CallRecord& Edge) {
#if LLVM_VERSION_MAJOR < 11
Optional<Scaled64> Res = None;
if (!Edge.first)
return Res;
assert(isa<Instruction>(Edge.first));
CallSite CS(cast<Instruction>(Edge.first));
Function* Caller = CS.getCaller();
BasicBlock* CSBB = CS.getInstruction()->getParent();
#else
Optional<Scaled64> Res = None;
if (!Edge.first)
return Res;
CallBase& CB = *cast<CallBase>(*Edge.first);
Function* Caller = CB.getCaller();
BasicBlock* CSBB = CB.getParent();
#endif
// Now compute the callsite count from relative frequency and
// entry count:
Scaled64 EntryFreq = entryFreqs[Caller];
Scaled64 BBCount = blockFreqs[CSBB];
IGC_ASSERT(EntryFreq != 0);
BBCount /= EntryFreq;
BBCount *= Counts[Caller];
return Optional<Scaled64>(BBCount);
};
CallGraph CG(*M);
// Propgate the entry counts on the callgraph.
SyntheticCountsUtils<const CallGraph*>::propagate(
&CG, GetCallSiteProfCount, [&](const CallGraphNode* N, Scaled64 New) {
auto F = N->getFunction();
if (!F || F->isDeclaration())
return;
Counts[F] += New;
});
for (auto &F : M->getFunctionList()) {
if (F.empty())
continue;
if (Counts.find(&F) != Counts.end()) {
if ((IGC_GET_FLAG_VALUE(PrintStaticProfileGuidedSpillCostAnalysis) &
PGSS_IGC_DUMP_FUNC) != 0)
dbgs() << F.getName().str()
<< " Freq: " << Counts[&F].toString() << "\n";
}
}
return;
}
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