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llvm-mirror/lib/ExecutionEngine/Orc/SpeculateAnalyses.cpp
Praveen Velliengiri 33c62d6ddc [ORCv2] - New Speculate Query Implementation
Summary:
This patch introduces, SequenceBBQuery - new heuristic to find likely next callable functions it tries to find the blocks with calls in order of execution sequence of Blocks.

It still uses BlockFrequencyAnalysis to find high frequency blocks. For a handful of hottest blocks (plan to customize), the algorithm traverse and discovered the caller blocks along the way to Entry Basic Block and Exit Basic Block. It uses Block Hint, to stop traversing the already visited blocks in both direction. It implicitly assumes that once the block is visited during discovering entry or exit nodes, revisiting them again does not add much. It also branch probability info (cached result) to traverse only hot edges (planned to customize) from hot blocks. Without BPI, the algorithm mostly return's all the blocks in the CFG with calls.

It also changes the heuristic queries, so they don't maintain states. Hence it is safe to call from multiple threads.

It also implements, new instrumentation to avoid jumping into JIT on every call to the function with the help _orc_speculate.decision.block and _orc_speculate.block.

"Speculator Registration Mechanism is also changed" - kudos to @lhames

Open to review, mostly looking to change implementation of SequeceBBQuery heuristics with good data structure choices.

Reviewers: lhames, dblaikie

Reviewed By: lhames

Subscribers: mgorny, hiraditya, mgrang, llvm-commits, lhames

Tags: #speculative_compilation_in_orc, #llvm

Differential Revision: https://reviews.llvm.org/D66399

llvm-svn: 370092
2019-08-27 18:23:36 +00:00

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9.8 KiB
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//===-- SpeculateAnalyses.cpp --*- C++ -*-===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
#include "llvm/ExecutionEngine/Orc/SpeculateAnalyses.h"
#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/DenseMap.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/SmallPtrSet.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/Analysis/BlockFrequencyInfo.h"
#include "llvm/Analysis/BranchProbabilityInfo.h"
#include "llvm/Analysis/CFG.h"
#include "llvm/IR/PassManager.h"
#include "llvm/Passes/PassBuilder.h"
#include "llvm/Support/ErrorHandling.h"
#include <algorithm>
namespace {
using namespace llvm;
SmallVector<const BasicBlock *, 8> findBBwithCalls(const Function &F,
bool IndirectCall = false) {
SmallVector<const BasicBlock *, 8> BBs;
auto findCallInst = [&IndirectCall](const Instruction &I) {
if (auto Call = dyn_cast<CallBase>(&I))
return Call->isIndirectCall() ? IndirectCall : true;
else
return false;
};
for (auto &BB : F)
if (findCallInst(*BB.getTerminator()) ||
llvm::any_of(BB.instructionsWithoutDebug(), findCallInst))
BBs.emplace_back(&BB);
return BBs;
}
} // namespace
// Implementations of Queries shouldn't need to lock the resources
// such as LLVMContext, each argument (function) has a non-shared LLVMContext
// Plus, if Queries contain states necessary locking scheme should be provided.
namespace llvm {
namespace orc {
// Collect direct calls only
void SpeculateQuery::findCalles(const BasicBlock *BB,
DenseSet<StringRef> &CallesNames) {
assert(BB != nullptr && "Traversing Null BB to find calls?");
auto getCalledFunction = [&CallesNames](const CallBase *Call) {
auto CalledValue = Call->getCalledOperand()->stripPointerCasts();
if (auto DirectCall = dyn_cast<Function>(CalledValue))
CallesNames.insert(DirectCall->getName());
};
for (auto &I : BB->instructionsWithoutDebug())
if (auto CI = dyn_cast<CallInst>(&I))
getCalledFunction(CI);
if (auto II = dyn_cast<InvokeInst>(BB->getTerminator()))
getCalledFunction(II);
}
bool SpeculateQuery::isStraightLine(const Function &F) {
return llvm::all_of(F.getBasicBlockList(), [](const BasicBlock &BB) {
return BB.getSingleSuccessor() != nullptr;
});
}
// BlockFreqQuery Implementations
size_t BlockFreqQuery::numBBToGet(size_t numBB) {
// small CFG
if (numBB < 4)
return numBB;
// mid-size CFG
else if (numBB < 20)
return (numBB / 2);
else
return (numBB / 2) + (numBB / 4);
}
BlockFreqQuery::ResultTy BlockFreqQuery::operator()(Function &F) {
DenseMap<StringRef, DenseSet<StringRef>> CallerAndCalles;
DenseSet<StringRef> Calles;
SmallVector<std::pair<const BasicBlock *, uint64_t>, 8> BBFreqs;
PassBuilder PB;
FunctionAnalysisManager FAM;
PB.registerFunctionAnalyses(FAM);
auto IBBs = findBBwithCalls(F);
if (IBBs.empty())
return None;
auto &BFI = FAM.getResult<BlockFrequencyAnalysis>(F);
for (const auto I : IBBs)
BBFreqs.push_back({I, BFI.getBlockFreq(I).getFrequency()});
assert(IBBs.size() == BBFreqs.size() && "BB Count Mismatch");
llvm::sort(BBFreqs.begin(), BBFreqs.end(),
[](decltype(BBFreqs)::const_reference BBF,
decltype(BBFreqs)::const_reference BBS) {
return BBF.second > BBS.second ? true : false;
});
// ignoring number of direct calls in a BB
auto Topk = numBBToGet(BBFreqs.size());
for (size_t i = 0; i < Topk; i++)
findCalles(BBFreqs[i].first, Calles);
assert(!Calles.empty() && "Running Analysis on Function with no calls?");
CallerAndCalles.insert({F.getName(), std::move(Calles)});
return CallerAndCalles;
}
// SequenceBBQuery Implementation
std::size_t SequenceBBQuery::getHottestBlocks(std::size_t TotalBlocks) {
if (TotalBlocks == 1)
return TotalBlocks;
return TotalBlocks / 2;
}
// FIXME : find good implementation.
SequenceBBQuery::BlockListTy
SequenceBBQuery::rearrangeBB(const Function &F, const BlockListTy &BBList) {
BlockListTy RearrangedBBSet;
for (auto &Block : F.getBasicBlockList())
if (llvm::is_contained(BBList, &Block))
RearrangedBBSet.push_back(&Block);
assert(RearrangedBBSet.size() == BBList.size() &&
"BasicBlock missing while rearranging?");
return RearrangedBBSet;
}
void SequenceBBQuery::traverseToEntryBlock(const BasicBlock *AtBB,
const BlockListTy &CallerBlocks,
const BackEdgesInfoTy &BackEdgesInfo,
const BranchProbabilityInfo *BPI,
VisitedBlocksInfoTy &VisitedBlocks) {
auto Itr = VisitedBlocks.find(AtBB);
if (Itr != VisitedBlocks.end()) { // already visited.
if (!Itr->second.Upward)
return;
Itr->second.Upward = false;
} else {
// Create hint for newly discoverd blocks.
WalkDirection BlockHint;
BlockHint.Upward = false;
// FIXME: Expensive Check
if (llvm::is_contained(CallerBlocks, AtBB))
BlockHint.CallerBlock = true;
VisitedBlocks.insert(std::make_pair(AtBB, BlockHint));
}
const_pred_iterator PIt = pred_begin(AtBB), EIt = pred_end(AtBB);
// Move this check to top, when we have code setup to launch speculative
// compiles for function in entry BB, this triggers the speculative compiles
// before running the program.
if (PIt == EIt) // No Preds.
return;
DenseSet<const BasicBlock *> PredSkipNodes;
// Since we are checking for predecessor's backedges, this Block
// occurs in second position.
for (auto &I : BackEdgesInfo)
if (I.second == AtBB)
PredSkipNodes.insert(I.first);
// Skip predecessors which source of back-edges.
for (; PIt != EIt; ++PIt)
// checking EdgeHotness is cheaper
if (BPI->isEdgeHot(*PIt, AtBB) && !PredSkipNodes.count(*PIt))
traverseToEntryBlock(*PIt, CallerBlocks, BackEdgesInfo, BPI,
VisitedBlocks);
}
void SequenceBBQuery::traverseToExitBlock(const BasicBlock *AtBB,
const BlockListTy &CallerBlocks,
const BackEdgesInfoTy &BackEdgesInfo,
const BranchProbabilityInfo *BPI,
VisitedBlocksInfoTy &VisitedBlocks) {
auto Itr = VisitedBlocks.find(AtBB);
if (Itr != VisitedBlocks.end()) { // already visited.
if (!Itr->second.Downward)
return;
Itr->second.Downward = false;
} else {
// Create hint for newly discoverd blocks.
WalkDirection BlockHint;
BlockHint.Downward = false;
// FIXME: Expensive Check
if (llvm::is_contained(CallerBlocks, AtBB))
BlockHint.CallerBlock = true;
VisitedBlocks.insert(std::make_pair(AtBB, BlockHint));
}
succ_const_iterator PIt = succ_begin(AtBB), EIt = succ_end(AtBB);
if (PIt == EIt) // No succs.
return;
// If there are hot edges, then compute SuccSkipNodes.
DenseSet<const BasicBlock *> SuccSkipNodes;
// Since we are checking for successor's backedges, this Block
// occurs in first position.
for (auto &I : BackEdgesInfo)
if (I.first == AtBB)
SuccSkipNodes.insert(I.second);
for (; PIt != EIt; ++PIt)
if (BPI->isEdgeHot(AtBB, *PIt) && !SuccSkipNodes.count(*PIt))
traverseToExitBlock(*PIt, CallerBlocks, BackEdgesInfo, BPI,
VisitedBlocks);
}
// Get Block frequencies for blocks and take most frquently executed block,
// walk towards the entry block from those blocks and discover the basic blocks
// with call.
SequenceBBQuery::BlockListTy
SequenceBBQuery::queryCFG(Function &F, const BlockListTy &CallerBlocks) {
BlockFreqInfoTy BBFreqs;
VisitedBlocksInfoTy VisitedBlocks;
BackEdgesInfoTy BackEdgesInfo;
PassBuilder PB;
FunctionAnalysisManager FAM;
PB.registerFunctionAnalyses(FAM);
auto &BFI = FAM.getResult<BlockFrequencyAnalysis>(F);
llvm::FindFunctionBackedges(F, BackEdgesInfo);
for (const auto I : CallerBlocks)
BBFreqs.push_back({I, BFI.getBlockFreq(I).getFrequency()});
llvm::sort(BBFreqs, [](decltype(BBFreqs)::const_reference Bbf,
decltype(BBFreqs)::const_reference Bbs) {
return Bbf.second > Bbs.second;
});
ArrayRef<std::pair<const BasicBlock *, uint64_t>> HotBlocksRef(BBFreqs);
HotBlocksRef =
HotBlocksRef.drop_back(BBFreqs.size() - getHottestBlocks(BBFreqs.size()));
BranchProbabilityInfo *BPI =
FAM.getCachedResult<BranchProbabilityAnalysis>(F);
// visit NHotBlocks,
// traverse upwards to entry
// traverse downwards to end.
for (auto I : HotBlocksRef) {
traverseToEntryBlock(I.first, CallerBlocks, BackEdgesInfo, BPI,
VisitedBlocks);
traverseToExitBlock(I.first, CallerBlocks, BackEdgesInfo, BPI,
VisitedBlocks);
}
BlockListTy MinCallerBlocks;
for (auto &I : VisitedBlocks)
if (I.second.CallerBlock)
MinCallerBlocks.push_back(std::move(I.first));
return rearrangeBB(F, MinCallerBlocks);
}
SpeculateQuery::ResultTy SequenceBBQuery::operator()(Function &F) {
// reduce the number of lists!
DenseMap<StringRef, DenseSet<StringRef>> CallerAndCalles;
DenseSet<StringRef> Calles;
BlockListTy SequencedBlocks;
BlockListTy CallerBlocks;
CallerBlocks = findBBwithCalls(F);
if (CallerBlocks.empty())
return None;
if (isStraightLine(F))
SequencedBlocks = rearrangeBB(F, CallerBlocks);
else
SequencedBlocks = queryCFG(F, CallerBlocks);
for (auto BB : SequencedBlocks)
findCalles(BB, Calles);
CallerAndCalles.insert({F.getName(), std::move(Calles)});
return CallerAndCalles;
}
} // namespace orc
} // namespace llvm