[ORC] Add std::tuple support to SimplePackedSerialization.
[llvm-project.git] / llvm / lib / Analysis / DependenceGraphBuilder.cpp
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1 //===- DependenceGraphBuilder.cpp ------------------------------------------==//
2 //
3 // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
4 // See https://llvm.org/LICENSE.txt for license information.
5 // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
6 //
7 //===----------------------------------------------------------------------===//
8 // This file implements common steps of the build algorithm for construction
9 // of dependence graphs such as DDG and PDG.
10 //===----------------------------------------------------------------------===//
12 #include "llvm/Analysis/DependenceGraphBuilder.h"
13 #include "llvm/ADT/DepthFirstIterator.h"
14 #include "llvm/ADT/EnumeratedArray.h"
15 #include "llvm/ADT/SCCIterator.h"
16 #include "llvm/ADT/Statistic.h"
17 #include "llvm/Analysis/DDG.h"
19 using namespace llvm;
21 #define DEBUG_TYPE "dgb"
23 STATISTIC(TotalGraphs, "Number of dependence graphs created.");
24 STATISTIC(TotalDefUseEdges, "Number of def-use edges created.");
25 STATISTIC(TotalMemoryEdges, "Number of memory dependence edges created.");
26 STATISTIC(TotalFineGrainedNodes, "Number of fine-grained nodes created.");
27 STATISTIC(TotalPiBlockNodes, "Number of pi-block nodes created.");
28 STATISTIC(TotalConfusedEdges,
29 "Number of confused memory dependencies between two nodes.");
30 STATISTIC(TotalEdgeReversals,
31 "Number of times the source and sink of dependence was reversed to "
32 "expose cycles in the graph.");
34 using InstructionListType = SmallVector<Instruction *, 2>;
36 //===--------------------------------------------------------------------===//
37 // AbstractDependenceGraphBuilder implementation
38 //===--------------------------------------------------------------------===//
40 template <class G>
41 void AbstractDependenceGraphBuilder<G>::computeInstructionOrdinals() {
42 // The BBList is expected to be in program order.
43 size_t NextOrdinal = 1;
44 for (auto *BB : BBList)
45 for (auto &I : *BB)
46 InstOrdinalMap.insert(std::make_pair(&I, NextOrdinal++));
49 template <class G>
50 void AbstractDependenceGraphBuilder<G>::createFineGrainedNodes() {
51 ++TotalGraphs;
52 assert(IMap.empty() && "Expected empty instruction map at start");
53 for (BasicBlock *BB : BBList)
54 for (Instruction &I : *BB) {
55 auto &NewNode = createFineGrainedNode(I);
56 IMap.insert(std::make_pair(&I, &NewNode));
57 NodeOrdinalMap.insert(std::make_pair(&NewNode, getOrdinal(I)));
58 ++TotalFineGrainedNodes;
62 template <class G>
63 void AbstractDependenceGraphBuilder<G>::createAndConnectRootNode() {
64 // Create a root node that connects to every connected component of the graph.
65 // This is done to allow graph iterators to visit all the disjoint components
66 // of the graph, in a single walk.
68 // This algorithm works by going through each node of the graph and for each
69 // node N, do a DFS starting from N. A rooted edge is established between the
70 // root node and N (if N is not yet visited). All the nodes reachable from N
71 // are marked as visited and are skipped in the DFS of subsequent nodes.
73 // Note: This algorithm tries to limit the number of edges out of the root
74 // node to some extent, but there may be redundant edges created depending on
75 // the iteration order. For example for a graph {A -> B}, an edge from the
76 // root node is added to both nodes if B is visited before A. While it does
77 // not result in minimal number of edges, this approach saves compile-time
78 // while keeping the number of edges in check.
79 auto &RootNode = createRootNode();
80 df_iterator_default_set<const NodeType *, 4> Visited;
81 for (auto *N : Graph) {
82 if (*N == RootNode)
83 continue;
84 for (auto I : depth_first_ext(N, Visited))
85 if (I == N)
86 createRootedEdge(RootNode, *N);
90 template <class G> void AbstractDependenceGraphBuilder<G>::createPiBlocks() {
91 if (!shouldCreatePiBlocks())
92 return;
94 LLVM_DEBUG(dbgs() << "==== Start of Creation of Pi-Blocks ===\n");
96 // The overall algorithm is as follows:
97 // 1. Identify SCCs and for each SCC create a pi-block node containing all
98 // the nodes in that SCC.
99 // 2. Identify incoming edges incident to the nodes inside of the SCC and
100 // reconnect them to the pi-block node.
101 // 3. Identify outgoing edges from the nodes inside of the SCC to nodes
102 // outside of it and reconnect them so that the edges are coming out of the
103 // SCC node instead.
105 // Adding nodes as we iterate through the SCCs cause the SCC
106 // iterators to get invalidated. To prevent this invalidation, we first
107 // collect a list of nodes that are part of an SCC, and then iterate over
108 // those lists to create the pi-block nodes. Each element of the list is a
109 // list of nodes in an SCC. Note: trivial SCCs containing a single node are
110 // ignored.
111 SmallVector<NodeListType, 4> ListOfSCCs;
112 for (auto &SCC : make_range(scc_begin(&Graph), scc_end(&Graph))) {
113 if (SCC.size() > 1)
114 ListOfSCCs.emplace_back(SCC.begin(), SCC.end());
117 for (NodeListType &NL : ListOfSCCs) {
118 LLVM_DEBUG(dbgs() << "Creating pi-block node with " << NL.size()
119 << " nodes in it.\n");
121 // SCC iterator may put the nodes in an order that's different from the
122 // program order. To preserve original program order, we sort the list of
123 // nodes based on ordinal numbers computed earlier.
124 llvm::sort(NL, [&](NodeType *LHS, NodeType *RHS) {
125 return getOrdinal(*LHS) < getOrdinal(*RHS);
128 NodeType &PiNode = createPiBlock(NL);
129 ++TotalPiBlockNodes;
131 // Build a set to speed up the lookup for edges whose targets
132 // are inside the SCC.
133 SmallPtrSet<NodeType *, 4> NodesInSCC(NL.begin(), NL.end());
135 // We have the set of nodes in the SCC. We go through the set of nodes
136 // that are outside of the SCC and look for edges that cross the two sets.
137 for (NodeType *N : Graph) {
139 // Skip the SCC node and all the nodes inside of it.
140 if (*N == PiNode || NodesInSCC.count(N))
141 continue;
143 enum Direction {
144 Incoming, // Incoming edges to the SCC
145 Outgoing, // Edges going ot of the SCC
146 DirectionCount // To make the enum usable as an array index.
149 // Use these flags to help us avoid creating redundant edges. If there
150 // are more than one edges from an outside node to inside nodes, we only
151 // keep one edge from that node to the pi-block node. Similarly, if
152 // there are more than one edges from inside nodes to an outside node,
153 // we only keep one edge from the pi-block node to the outside node.
154 // There is a flag defined for each direction (incoming vs outgoing) and
155 // for each type of edge supported, using a two-dimensional boolean
156 // array.
157 using EdgeKind = typename EdgeType::EdgeKind;
158 EnumeratedArray<bool, EdgeKind> EdgeAlreadyCreated[DirectionCount]{false,
159 false};
161 auto createEdgeOfKind = [this](NodeType &Src, NodeType &Dst,
162 const EdgeKind K) {
163 switch (K) {
164 case EdgeKind::RegisterDefUse:
165 createDefUseEdge(Src, Dst);
166 break;
167 case EdgeKind::MemoryDependence:
168 createMemoryEdge(Src, Dst);
169 break;
170 case EdgeKind::Rooted:
171 createRootedEdge(Src, Dst);
172 break;
173 default:
174 llvm_unreachable("Unsupported type of edge.");
178 auto reconnectEdges = [&](NodeType *Src, NodeType *Dst, NodeType *New,
179 const Direction Dir) {
180 if (!Src->hasEdgeTo(*Dst))
181 return;
182 LLVM_DEBUG(
183 dbgs() << "reconnecting("
184 << (Dir == Direction::Incoming ? "incoming)" : "outgoing)")
185 << ":\nSrc:" << *Src << "\nDst:" << *Dst << "\nNew:" << *New
186 << "\n");
187 assert((Dir == Direction::Incoming || Dir == Direction::Outgoing) &&
188 "Invalid direction.");
190 SmallVector<EdgeType *, 10> EL;
191 Src->findEdgesTo(*Dst, EL);
192 for (EdgeType *OldEdge : EL) {
193 EdgeKind Kind = OldEdge->getKind();
194 if (!EdgeAlreadyCreated[Dir][Kind]) {
195 if (Dir == Direction::Incoming) {
196 createEdgeOfKind(*Src, *New, Kind);
197 LLVM_DEBUG(dbgs() << "created edge from Src to New.\n");
198 } else if (Dir == Direction::Outgoing) {
199 createEdgeOfKind(*New, *Dst, Kind);
200 LLVM_DEBUG(dbgs() << "created edge from New to Dst.\n");
202 EdgeAlreadyCreated[Dir][Kind] = true;
204 Src->removeEdge(*OldEdge);
205 destroyEdge(*OldEdge);
206 LLVM_DEBUG(dbgs() << "removed old edge between Src and Dst.\n\n");
210 for (NodeType *SCCNode : NL) {
211 // Process incoming edges incident to the pi-block node.
212 reconnectEdges(N, SCCNode, &PiNode, Direction::Incoming);
214 // Process edges that are coming out of the pi-block node.
215 reconnectEdges(SCCNode, N, &PiNode, Direction::Outgoing);
220 // Ordinal maps are no longer needed.
221 InstOrdinalMap.clear();
222 NodeOrdinalMap.clear();
224 LLVM_DEBUG(dbgs() << "==== End of Creation of Pi-Blocks ===\n");
227 template <class G> void AbstractDependenceGraphBuilder<G>::createDefUseEdges() {
228 for (NodeType *N : Graph) {
229 InstructionListType SrcIList;
230 N->collectInstructions([](const Instruction *I) { return true; }, SrcIList);
232 // Use a set to mark the targets that we link to N, so we don't add
233 // duplicate def-use edges when more than one instruction in a target node
234 // use results of instructions that are contained in N.
235 SmallPtrSet<NodeType *, 4> VisitedTargets;
237 for (Instruction *II : SrcIList) {
238 for (User *U : II->users()) {
239 Instruction *UI = dyn_cast<Instruction>(U);
240 if (!UI)
241 continue;
242 NodeType *DstNode = nullptr;
243 if (IMap.find(UI) != IMap.end())
244 DstNode = IMap.find(UI)->second;
246 // In the case of loops, the scope of the subgraph is all the
247 // basic blocks (and instructions within them) belonging to the loop. We
248 // simply ignore all the edges coming from (or going into) instructions
249 // or basic blocks outside of this range.
250 if (!DstNode) {
251 LLVM_DEBUG(
252 dbgs()
253 << "skipped def-use edge since the sink" << *UI
254 << " is outside the range of instructions being considered.\n");
255 continue;
258 // Self dependencies are ignored because they are redundant and
259 // uninteresting.
260 if (DstNode == N) {
261 LLVM_DEBUG(dbgs()
262 << "skipped def-use edge since the sink and the source ("
263 << N << ") are the same.\n");
264 continue;
267 if (VisitedTargets.insert(DstNode).second) {
268 createDefUseEdge(*N, *DstNode);
269 ++TotalDefUseEdges;
276 template <class G>
277 void AbstractDependenceGraphBuilder<G>::createMemoryDependencyEdges() {
278 using DGIterator = typename G::iterator;
279 auto isMemoryAccess = [](const Instruction *I) {
280 return I->mayReadOrWriteMemory();
282 for (DGIterator SrcIt = Graph.begin(), E = Graph.end(); SrcIt != E; ++SrcIt) {
283 InstructionListType SrcIList;
284 (*SrcIt)->collectInstructions(isMemoryAccess, SrcIList);
285 if (SrcIList.empty())
286 continue;
288 for (DGIterator DstIt = SrcIt; DstIt != E; ++DstIt) {
289 if (**SrcIt == **DstIt)
290 continue;
291 InstructionListType DstIList;
292 (*DstIt)->collectInstructions(isMemoryAccess, DstIList);
293 if (DstIList.empty())
294 continue;
295 bool ForwardEdgeCreated = false;
296 bool BackwardEdgeCreated = false;
297 for (Instruction *ISrc : SrcIList) {
298 for (Instruction *IDst : DstIList) {
299 auto D = DI.depends(ISrc, IDst, true);
300 if (!D)
301 continue;
303 // If we have a dependence with its left-most non-'=' direction
304 // being '>' we need to reverse the direction of the edge, because
305 // the source of the dependence cannot occur after the sink. For
306 // confused dependencies, we will create edges in both directions to
307 // represent the possibility of a cycle.
309 auto createConfusedEdges = [&](NodeType &Src, NodeType &Dst) {
310 if (!ForwardEdgeCreated) {
311 createMemoryEdge(Src, Dst);
312 ++TotalMemoryEdges;
314 if (!BackwardEdgeCreated) {
315 createMemoryEdge(Dst, Src);
316 ++TotalMemoryEdges;
318 ForwardEdgeCreated = BackwardEdgeCreated = true;
319 ++TotalConfusedEdges;
322 auto createForwardEdge = [&](NodeType &Src, NodeType &Dst) {
323 if (!ForwardEdgeCreated) {
324 createMemoryEdge(Src, Dst);
325 ++TotalMemoryEdges;
327 ForwardEdgeCreated = true;
330 auto createBackwardEdge = [&](NodeType &Src, NodeType &Dst) {
331 if (!BackwardEdgeCreated) {
332 createMemoryEdge(Dst, Src);
333 ++TotalMemoryEdges;
335 BackwardEdgeCreated = true;
338 if (D->isConfused())
339 createConfusedEdges(**SrcIt, **DstIt);
340 else if (D->isOrdered() && !D->isLoopIndependent()) {
341 bool ReversedEdge = false;
342 for (unsigned Level = 1; Level <= D->getLevels(); ++Level) {
343 if (D->getDirection(Level) == Dependence::DVEntry::EQ)
344 continue;
345 else if (D->getDirection(Level) == Dependence::DVEntry::GT) {
346 createBackwardEdge(**SrcIt, **DstIt);
347 ReversedEdge = true;
348 ++TotalEdgeReversals;
349 break;
350 } else if (D->getDirection(Level) == Dependence::DVEntry::LT)
351 break;
352 else {
353 createConfusedEdges(**SrcIt, **DstIt);
354 break;
357 if (!ReversedEdge)
358 createForwardEdge(**SrcIt, **DstIt);
359 } else
360 createForwardEdge(**SrcIt, **DstIt);
362 // Avoid creating duplicate edges.
363 if (ForwardEdgeCreated && BackwardEdgeCreated)
364 break;
367 // If we've created edges in both directions, there is no more
368 // unique edge that we can create between these two nodes, so we
369 // can exit early.
370 if (ForwardEdgeCreated && BackwardEdgeCreated)
371 break;
377 template <class G> void AbstractDependenceGraphBuilder<G>::simplify() {
378 if (!shouldSimplify())
379 return;
380 LLVM_DEBUG(dbgs() << "==== Start of Graph Simplification ===\n");
382 // This algorithm works by first collecting a set of candidate nodes that have
383 // an out-degree of one (in terms of def-use edges), and then ignoring those
384 // whose targets have an in-degree more than one. Each node in the resulting
385 // set can then be merged with its corresponding target and put back into the
386 // worklist until no further merge candidates are available.
387 SmallPtrSet<NodeType *, 32> CandidateSourceNodes;
389 // A mapping between nodes and their in-degree. To save space, this map
390 // only contains nodes that are targets of nodes in the CandidateSourceNodes.
391 DenseMap<NodeType *, unsigned> TargetInDegreeMap;
393 for (NodeType *N : Graph) {
394 if (N->getEdges().size() != 1)
395 continue;
396 EdgeType &Edge = N->back();
397 if (!Edge.isDefUse())
398 continue;
399 CandidateSourceNodes.insert(N);
401 // Insert an element into the in-degree map and initialize to zero. The
402 // count will get updated in the next step.
403 TargetInDegreeMap.insert({&Edge.getTargetNode(), 0});
406 LLVM_DEBUG({
407 dbgs() << "Size of candidate src node list:" << CandidateSourceNodes.size()
408 << "\nNode with single outgoing def-use edge:\n";
409 for (NodeType *N : CandidateSourceNodes) {
410 dbgs() << N << "\n";
414 for (NodeType *N : Graph) {
415 for (EdgeType *E : *N) {
416 NodeType *Tgt = &E->getTargetNode();
417 auto TgtIT = TargetInDegreeMap.find(Tgt);
418 if (TgtIT != TargetInDegreeMap.end())
419 ++(TgtIT->second);
423 LLVM_DEBUG({
424 dbgs() << "Size of target in-degree map:" << TargetInDegreeMap.size()
425 << "\nContent of in-degree map:\n";
426 for (auto &I : TargetInDegreeMap) {
427 dbgs() << I.first << " --> " << I.second << "\n";
431 SmallVector<NodeType *, 32> Worklist(CandidateSourceNodes.begin(),
432 CandidateSourceNodes.end());
433 while (!Worklist.empty()) {
434 NodeType &Src = *Worklist.pop_back_val();
435 // As nodes get merged, we need to skip any node that has been removed from
436 // the candidate set (see below).
437 if (!CandidateSourceNodes.erase(&Src))
438 continue;
440 assert(Src.getEdges().size() == 1 &&
441 "Expected a single edge from the candidate src node.");
442 NodeType &Tgt = Src.back().getTargetNode();
443 assert(TargetInDegreeMap.find(&Tgt) != TargetInDegreeMap.end() &&
444 "Expected target to be in the in-degree map.");
446 if (TargetInDegreeMap[&Tgt] != 1)
447 continue;
449 if (!areNodesMergeable(Src, Tgt))
450 continue;
452 // Do not merge if there is also an edge from target to src (immediate
453 // cycle).
454 if (Tgt.hasEdgeTo(Src))
455 continue;
457 LLVM_DEBUG(dbgs() << "Merging:" << Src << "\nWith:" << Tgt << "\n");
459 mergeNodes(Src, Tgt);
461 // If the target node is in the candidate set itself, we need to put the
462 // src node back into the worklist again so it gives the target a chance
463 // to get merged into it. For example if we have:
464 // {(a)->(b), (b)->(c), (c)->(d), ...} and the worklist is initially {b, a},
465 // then after merging (a) and (b) together, we need to put (a,b) back in
466 // the worklist so that (c) can get merged in as well resulting in
467 // {(a,b,c) -> d}
468 // We also need to remove the old target (b), from the worklist. We first
469 // remove it from the candidate set here, and skip any item from the
470 // worklist that is not in the set.
471 if (CandidateSourceNodes.erase(&Tgt)) {
472 Worklist.push_back(&Src);
473 CandidateSourceNodes.insert(&Src);
474 LLVM_DEBUG(dbgs() << "Putting " << &Src << " back in the worklist.\n");
477 LLVM_DEBUG(dbgs() << "=== End of Graph Simplification ===\n");
480 template <class G>
481 void AbstractDependenceGraphBuilder<G>::sortNodesTopologically() {
483 // If we don't create pi-blocks, then we may not have a DAG.
484 if (!shouldCreatePiBlocks())
485 return;
487 SmallVector<NodeType *, 64> NodesInPO;
488 using NodeKind = typename NodeType::NodeKind;
489 for (NodeType *N : post_order(&Graph)) {
490 if (N->getKind() == NodeKind::PiBlock) {
491 // Put members of the pi-block right after the pi-block itself, for
492 // convenience.
493 const NodeListType &PiBlockMembers = getNodesInPiBlock(*N);
494 llvm::append_range(NodesInPO, PiBlockMembers);
496 NodesInPO.push_back(N);
499 size_t OldSize = Graph.Nodes.size();
500 Graph.Nodes.clear();
501 append_range(Graph.Nodes, reverse(NodesInPO));
502 if (Graph.Nodes.size() != OldSize)
503 assert(false &&
504 "Expected the number of nodes to stay the same after the sort");
507 template class llvm::AbstractDependenceGraphBuilder<DataDependenceGraph>;
508 template class llvm::DependenceGraphInfo<DDGNode>;