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llvm-mirror/lib/Analysis/DependenceGraphBuilder.cpp
bmahjour d3fb929e1b [DDG] Data Dependence Graph - Pi Block
Summary:
    This patch adds Pi Blocks to the DDG. A pi-block represents a group of DDG
    nodes that are part of a strongly-connected component of the graph.
    Replacing all the SCCs with pi-blocks results in an acyclic representation
    of the DDG. For example if we have:
       {a -> b}, {b -> c, d}, {c -> a}
    the cycle a -> b -> c -> a is abstracted into a pi-block "p" as follows:
       {p -> d} with "p" containing: {a -> b}, {b -> c}, {c -> a}
    In this implementation the edges between nodes that are part of the pi-block
    are preserved. The crossing edges (edges where one end of the edge is in the
    set of nodes belonging to an SCC and the other end is outside that set) are
    replaced with corresponding edges to/from the pi-block node instead.

    Authored By: bmahjour

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

    Reviewed By: Meinersbur

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

    Tag: #llvm

    Differential Revision: https://reviews.llvm.org/D68827
2019-11-08 15:46:08 -05:00

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14 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/EnumeratedArray.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(TotalPiBlockNodes, "Number of pi-block 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>::createAndConnectRootNode() {
// Create a root node that connects to every connected component of the graph.
// This is done to allow graph iterators to visit all the disjoint components
// of the graph, in a single walk.
//
// This algorithm works by going through each node of the graph and for each
// node N, do a DFS starting from N. A rooted edge is established between the
// root node and N (if N is not yet visited). All the nodes reachable from N
// are marked as visited and are skipped in the DFS of subsequent nodes.
//
// Note: This algorithm tries to limit the number of edges out of the root
// node to some extent, but there may be redundant edges created depending on
// the iteration order. For example for a graph {A -> B}, an edge from the
// root node is added to both nodes if B is visited before A. While it does
// not result in minimal number of edges, this approach saves compile-time
// while keeping the number of edges in check.
auto &RootNode = createRootNode();
df_iterator_default_set<const NodeType *, 4> Visited;
for (auto *N : Graph) {
if (*N == RootNode)
continue;
for (auto I : depth_first_ext(N, Visited))
if (I == N)
createRootedEdge(RootNode, *N);
}
}
template <class G> void AbstractDependenceGraphBuilder<G>::createPiBlocks() {
if (!shouldCreatePiBlocks())
return;
LLVM_DEBUG(dbgs() << "==== Start of Creation of Pi-Blocks ===\n");
// The overall algorithm is as follows:
// 1. Identify SCCs and for each SCC create a pi-block node containing all
// the nodes in that SCC.
// 2. Identify incoming edges incident to the nodes inside of the SCC and
// reconnect them to the pi-block node.
// 3. Identify outgoing edges from the nodes inside of the SCC to nodes
// outside of it and reconnect them so that the edges are coming out of the
// SCC node instead.
// Adding nodes as we iterate through the SCCs cause the SCC
// iterators to get invalidated. To prevent this invalidation, we first
// collect a list of nodes that are part of an SCC, and then iterate over
// those lists to create the pi-block nodes. Each element of the list is a
// list of nodes in an SCC. Note: trivial SCCs containing a single node are
// ignored.
SmallVector<NodeListType, 4> ListOfSCCs;
for (auto &SCC : make_range(scc_begin(&Graph), scc_end(&Graph))) {
if (SCC.size() > 1)
ListOfSCCs.emplace_back(SCC.begin(), SCC.end());
}
for (NodeListType &NL : ListOfSCCs) {
LLVM_DEBUG(dbgs() << "Creating pi-block node with " << NL.size()
<< " nodes in it.\n");
NodeType &PiNode = createPiBlock(NL);
++TotalPiBlockNodes;
// Build a set to speed up the lookup for edges whose targets
// are inside the SCC.
SmallPtrSet<NodeType *, 4> NodesInSCC(NL.begin(), NL.end());
// We have the set of nodes in the SCC. We go through the set of nodes
// that are outside of the SCC and look for edges that cross the two sets.
for (NodeType *N : Graph) {
// Skip the SCC node and all the nodes inside of it.
if (*N == PiNode || NodesInSCC.count(N))
continue;
for (NodeType *SCCNode : NL) {
enum Direction {
Incoming, // Incoming edges to the SCC
Outgoing, // Edges going ot of the SCC
DirectionCount // To make the enum usable as an array index.
};
// Use these flags to help us avoid creating redundant edges. If there
// are more than one edges from an outside node to inside nodes, we only
// keep one edge from that node to the pi-block node. Similarly, if
// there are more than one edges from inside nodes to an outside node,
// we only keep one edge from the pi-block node to the outside node.
// There is a flag defined for each direction (incoming vs outgoing) and
// for each type of edge supported, using a two-dimensional boolean
// array.
using EdgeKind = typename EdgeType::EdgeKind;
EnumeratedArray<bool, EdgeKind> EdgeAlreadyCreated[DirectionCount]{
false, false};
auto createEdgeOfKind = [this](NodeType &Src, NodeType &Dst,
const EdgeKind K) {
switch (K) {
case EdgeKind::RegisterDefUse:
createDefUseEdge(Src, Dst);
break;
case EdgeKind::MemoryDependence:
createMemoryEdge(Src, Dst);
break;
case EdgeKind::Rooted:
createRootedEdge(Src, Dst);
break;
default:
llvm_unreachable("Unsupported type of edge.");
}
};
auto reconnectEdges = [&](NodeType *Src, NodeType *Dst, NodeType *New,
const Direction Dir) {
if (!Src->hasEdgeTo(*Dst))
return;
LLVM_DEBUG(dbgs()
<< "reconnecting("
<< (Dir == Direction::Incoming ? "incoming)" : "outgoing)")
<< ":\nSrc:" << *Src << "\nDst:" << *Dst
<< "\nNew:" << *New << "\n");
assert((Dir == Direction::Incoming || Dir == Direction::Outgoing) &&
"Invalid direction.");
SmallVector<EdgeType *, 10> EL;
Src->findEdgesTo(*Dst, EL);
for (EdgeType *OldEdge : EL) {
EdgeKind Kind = OldEdge->getKind();
if (!EdgeAlreadyCreated[Dir][Kind]) {
if (Dir == Direction::Incoming) {
createEdgeOfKind(*Src, *New, Kind);
LLVM_DEBUG(dbgs() << "created edge from Src to New.\n");
} else if (Dir == Direction::Outgoing) {
createEdgeOfKind(*New, *Dst, Kind);
LLVM_DEBUG(dbgs() << "created edge from New to Dst.\n");
}
EdgeAlreadyCreated[Dir][Kind] = true;
}
Src->removeEdge(*OldEdge);
destroyEdge(*OldEdge);
LLVM_DEBUG(dbgs() << "removed old edge between Src and Dst.\n\n");
}
};
// Process incoming edges incident to the pi-block node.
reconnectEdges(N, SCCNode, &PiNode, Direction::Incoming);
// Process edges that are coming out of the pi-block node.
reconnectEdges(SCCNode, N, &PiNode, Direction::Outgoing);
}
}
}
LLVM_DEBUG(dbgs() << "==== End of Creation of Pi-Blocks ===\n");
}
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>;