llvm-mirror/lib/Analysis/DependenceGraphBuilder.cpp
Bardia Mahjour 12d9e4e269 Data Dependence Graph Basics
Summary:
This is the first patch in a series of patches that will implement data dependence graph in LLVM. Many of the ideas used in this implementation are based on the following paper:
D. J. Kuck, R. H. Kuhn, D. A. Padua, B. Leasure, and M. Wolfe (1981). DEPENDENCE GRAPHS AND COMPILER OPTIMIZATIONS.
This patch contains support for a basic DDGs containing only atomic nodes (one node for each instruction). The edges are two fold: def-use edges and memory-dependence edges.
The implementation takes a list of basic-blocks and only considers dependencies among instructions in those basic blocks. Any dependencies coming into or going out of instructions that do not belong to those basic blocks are ignored.

The algorithm for building the graph involves the following steps in order:

  1. For each instruction in the range of basic blocks to consider, create an atomic node in the resulting graph.
  2. For each node in the graph establish def-use edges to/from other nodes in the graph.
  3. For each pair of nodes containing memory instruction(s) create memory edges between them. This part of the algorithm goes through the instructions in lexicographical order and creates edges in reverse order if the sink of the dependence occurs before the source of it.

Authored By: bmahjour

Reviewer: Meinersbur, fhahn, myhsu, xtian, dmgreen, kbarton, jdoerfert

Reviewed By: Meinersbur, fhahn, myhsu

Subscribers: ychen, arphaman, simoll, a.elovikov, mgorny, hiraditya, jfb, wuzish, llvm-commits, jsji, Whitney, etiotto

Tag: #llvm

Differential Revision: https://reviews.llvm.org/D65350

llvm-svn: 372238
2019-09-18 17:43:45 +00:00

201 lines
7.3 KiB
C++

//===- DependenceGraphBuilder.cpp ------------------------------------------==//
//
// 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
//
//===----------------------------------------------------------------------===//
// This file implements common steps of the build algorithm for construction
// of dependence graphs such as DDG and PDG.
//===----------------------------------------------------------------------===//
#include "llvm/Analysis/DependenceGraphBuilder.h"
#include "llvm/ADT/SCCIterator.h"
#include "llvm/ADT/Statistic.h"
#include "llvm/Analysis/DDG.h"
using namespace llvm;
#define DEBUG_TYPE "dgb"
STATISTIC(TotalGraphs, "Number of dependence graphs created.");
STATISTIC(TotalDefUseEdges, "Number of def-use edges created.");
STATISTIC(TotalMemoryEdges, "Number of memory dependence edges created.");
STATISTIC(TotalFineGrainedNodes, "Number of fine-grained nodes created.");
STATISTIC(TotalConfusedEdges,
"Number of confused memory dependencies between two nodes.");
STATISTIC(TotalEdgeReversals,
"Number of times the source and sink of dependence was reversed to "
"expose cycles in the graph.");
using InstructionListType = SmallVector<Instruction *, 2>;
//===--------------------------------------------------------------------===//
// AbstractDependenceGraphBuilder implementation
//===--------------------------------------------------------------------===//
template <class G>
void AbstractDependenceGraphBuilder<G>::createFineGrainedNodes() {
++TotalGraphs;
assert(IMap.empty() && "Expected empty instruction map at start");
for (BasicBlock *BB : BBList)
for (Instruction &I : *BB) {
auto &NewNode = createFineGrainedNode(I);
IMap.insert(std::make_pair(&I, &NewNode));
++TotalFineGrainedNodes;
}
}
template <class G> void AbstractDependenceGraphBuilder<G>::createDefUseEdges() {
for (NodeType *N : Graph) {
InstructionListType SrcIList;
N->collectInstructions([](const Instruction *I) { return true; }, SrcIList);
// Use a set to mark the targets that we link to N, so we don't add
// duplicate def-use edges when more than one instruction in a target node
// use results of instructions that are contained in N.
SmallPtrSet<NodeType *, 4> VisitedTargets;
for (Instruction *II : SrcIList) {
for (User *U : II->users()) {
Instruction *UI = dyn_cast<Instruction>(U);
if (!UI)
continue;
NodeType *DstNode = nullptr;
if (IMap.find(UI) != IMap.end())
DstNode = IMap.find(UI)->second;
// In the case of loops, the scope of the subgraph is all the
// basic blocks (and instructions within them) belonging to the loop. We
// simply ignore all the edges coming from (or going into) instructions
// or basic blocks outside of this range.
if (!DstNode) {
LLVM_DEBUG(
dbgs()
<< "skipped def-use edge since the sink" << *UI
<< " is outside the range of instructions being considered.\n");
continue;
}
// Self dependencies are ignored because they are redundant and
// uninteresting.
if (DstNode == N) {
LLVM_DEBUG(dbgs()
<< "skipped def-use edge since the sink and the source ("
<< N << ") are the same.\n");
continue;
}
if (VisitedTargets.insert(DstNode).second) {
createDefUseEdge(*N, *DstNode);
++TotalDefUseEdges;
}
}
}
}
}
template <class G>
void AbstractDependenceGraphBuilder<G>::createMemoryDependencyEdges() {
using DGIterator = typename G::iterator;
auto isMemoryAccess = [](const Instruction *I) {
return I->mayReadOrWriteMemory();
};
for (DGIterator SrcIt = Graph.begin(), E = Graph.end(); SrcIt != E; ++SrcIt) {
InstructionListType SrcIList;
(*SrcIt)->collectInstructions(isMemoryAccess, SrcIList);
if (SrcIList.empty())
continue;
for (DGIterator DstIt = SrcIt; DstIt != E; ++DstIt) {
if (**SrcIt == **DstIt)
continue;
InstructionListType DstIList;
(*DstIt)->collectInstructions(isMemoryAccess, DstIList);
if (DstIList.empty())
continue;
bool ForwardEdgeCreated = false;
bool BackwardEdgeCreated = false;
for (Instruction *ISrc : SrcIList) {
for (Instruction *IDst : DstIList) {
auto D = DI.depends(ISrc, IDst, true);
if (!D)
continue;
// If we have a dependence with its left-most non-'=' direction
// being '>' we need to reverse the direction of the edge, because
// the source of the dependence cannot occur after the sink. For
// confused dependencies, we will create edges in both directions to
// represent the possibility of a cycle.
auto createConfusedEdges = [&](NodeType &Src, NodeType &Dst) {
if (!ForwardEdgeCreated) {
createMemoryEdge(Src, Dst);
++TotalMemoryEdges;
}
if (!BackwardEdgeCreated) {
createMemoryEdge(Dst, Src);
++TotalMemoryEdges;
}
ForwardEdgeCreated = BackwardEdgeCreated = true;
++TotalConfusedEdges;
};
auto createForwardEdge = [&](NodeType &Src, NodeType &Dst) {
if (!ForwardEdgeCreated) {
createMemoryEdge(Src, Dst);
++TotalMemoryEdges;
}
ForwardEdgeCreated = true;
};
auto createBackwardEdge = [&](NodeType &Src, NodeType &Dst) {
if (!BackwardEdgeCreated) {
createMemoryEdge(Dst, Src);
++TotalMemoryEdges;
}
BackwardEdgeCreated = true;
};
if (D->isConfused())
createConfusedEdges(**SrcIt, **DstIt);
else if (D->isOrdered() && !D->isLoopIndependent()) {
bool ReversedEdge = false;
for (unsigned Level = 1; Level <= D->getLevels(); ++Level) {
if (D->getDirection(Level) == Dependence::DVEntry::EQ)
continue;
else if (D->getDirection(Level) == Dependence::DVEntry::GT) {
createBackwardEdge(**SrcIt, **DstIt);
ReversedEdge = true;
++TotalEdgeReversals;
break;
} else if (D->getDirection(Level) == Dependence::DVEntry::LT)
break;
else {
createConfusedEdges(**SrcIt, **DstIt);
break;
}
}
if (!ReversedEdge)
createForwardEdge(**SrcIt, **DstIt);
} else
createForwardEdge(**SrcIt, **DstIt);
// Avoid creating duplicate edges.
if (ForwardEdgeCreated && BackwardEdgeCreated)
break;
}
// If we've created edges in both directions, there is no more
// unique edge that we can create between these two nodes, so we
// can exit early.
if (ForwardEdgeCreated && BackwardEdgeCreated)
break;
}
}
}
}
template class llvm::AbstractDependenceGraphBuilder<DataDependenceGraph>;
template class llvm::DependenceGraphInfo<DDGNode>;