• Home
  • Line#
  • Scopes#
  • Navigate#
  • Raw
  • Download
1 //===- ProfileEstimatorPass.cpp - LLVM Pass to estimate profile info ------===//
2 //
3 //                     The LLVM Compiler Infrastructure
4 //
5 // This file is distributed under the University of Illinois Open Source
6 // License. See LICENSE.TXT for details.
7 //
8 //===----------------------------------------------------------------------===//
9 //
10 // This file implements a concrete implementation of profiling information that
11 // estimates the profiling information in a very crude and unimaginative way.
12 //
13 //===----------------------------------------------------------------------===//
14 #define DEBUG_TYPE "profile-estimator"
15 #include "llvm/Pass.h"
16 #include "llvm/Analysis/Passes.h"
17 #include "llvm/Analysis/ProfileInfo.h"
18 #include "llvm/Analysis/LoopInfo.h"
19 #include "llvm/Support/CommandLine.h"
20 #include "llvm/Support/Debug.h"
21 #include "llvm/Support/raw_ostream.h"
22 #include "llvm/Support/Format.h"
23 using namespace llvm;
24 
25 static cl::opt<double>
26 LoopWeight(
27     "profile-estimator-loop-weight", cl::init(10),
28     cl::value_desc("loop-weight"),
29     cl::desc("Number of loop executions used for profile-estimator")
30 );
31 
32 namespace {
33   class ProfileEstimatorPass : public FunctionPass, public ProfileInfo {
34     double ExecCount;
35     LoopInfo *LI;
36     std::set<BasicBlock*>  BBToVisit;
37     std::map<Loop*,double> LoopExitWeights;
38     std::map<Edge,double>  MinimalWeight;
39   public:
40     static char ID; // Class identification, replacement for typeinfo
ProfileEstimatorPass(const double execcount=0)41     explicit ProfileEstimatorPass(const double execcount = 0)
42         : FunctionPass(ID), ExecCount(execcount) {
43       initializeProfileEstimatorPassPass(*PassRegistry::getPassRegistry());
44       if (execcount == 0) ExecCount = LoopWeight;
45     }
46 
getAnalysisUsage(AnalysisUsage & AU) const47     virtual void getAnalysisUsage(AnalysisUsage &AU) const {
48       AU.setPreservesAll();
49       AU.addRequired<LoopInfo>();
50     }
51 
getPassName() const52     virtual const char *getPassName() const {
53       return "Profiling information estimator";
54     }
55 
56     /// run - Estimate the profile information from the specified file.
57     virtual bool runOnFunction(Function &F);
58 
59     /// getAdjustedAnalysisPointer - This method is used when a pass implements
60     /// an analysis interface through multiple inheritance.  If needed, it
61     /// should override this to adjust the this pointer as needed for the
62     /// specified pass info.
getAdjustedAnalysisPointer(AnalysisID PI)63     virtual void *getAdjustedAnalysisPointer(AnalysisID PI) {
64       if (PI == &ProfileInfo::ID)
65         return (ProfileInfo*)this;
66       return this;
67     }
68 
69     virtual void recurseBasicBlock(BasicBlock *BB);
70 
71     void inline printEdgeWeight(Edge);
72   };
73 }  // End of anonymous namespace
74 
75 char ProfileEstimatorPass::ID = 0;
76 INITIALIZE_AG_PASS_BEGIN(ProfileEstimatorPass, ProfileInfo, "profile-estimator",
77                 "Estimate profiling information", false, true, false)
78 INITIALIZE_PASS_DEPENDENCY(LoopInfo)
79 INITIALIZE_AG_PASS_END(ProfileEstimatorPass, ProfileInfo, "profile-estimator",
80                 "Estimate profiling information", false, true, false)
81 
82 namespace llvm {
83   char &ProfileEstimatorPassID = ProfileEstimatorPass::ID;
84 
createProfileEstimatorPass()85   FunctionPass *createProfileEstimatorPass() {
86     return new ProfileEstimatorPass();
87   }
88 
89   /// createProfileEstimatorPass - This function returns a Pass that estimates
90   /// profiling information using the given loop execution count.
createProfileEstimatorPass(const unsigned execcount)91   Pass *createProfileEstimatorPass(const unsigned execcount) {
92     return new ProfileEstimatorPass(execcount);
93   }
94 }
95 
ignoreMissing(double w)96 static double ignoreMissing(double w) {
97   if (w == ProfileInfo::MissingValue) return 0;
98   return w;
99 }
100 
printEdgeError(ProfileInfo::Edge e,const char * M)101 static void inline printEdgeError(ProfileInfo::Edge e, const char *M) {
102   DEBUG(dbgs() << "-- Edge " << e << " is not calculated, " << M << "\n");
103 }
104 
printEdgeWeight(Edge E)105 void inline ProfileEstimatorPass::printEdgeWeight(Edge E) {
106   DEBUG(dbgs() << "-- Weight of Edge " << E << ":"
107                << format("%20.20g", getEdgeWeight(E)) << "\n");
108 }
109 
110 // recurseBasicBlock() - This calculates the ProfileInfo estimation for a
111 // single block and then recurses into the successors.
112 // The algorithm preserves the flow condition, meaning that the sum of the
113 // weight of the incoming edges must be equal the block weight which must in
114 // turn be equal to the sume of the weights of the outgoing edges.
115 // Since the flow of an block is deterimined from the current state of the
116 // flow, once an edge has a flow assigned this flow is never changed again,
117 // otherwise it would be possible to violate the flow condition in another
118 // block.
recurseBasicBlock(BasicBlock * BB)119 void ProfileEstimatorPass::recurseBasicBlock(BasicBlock *BB) {
120 
121   // Break the recursion if this BasicBlock was already visited.
122   if (BBToVisit.find(BB) == BBToVisit.end()) return;
123 
124   // Read the LoopInfo for this block.
125   bool  BBisHeader = LI->isLoopHeader(BB);
126   Loop* BBLoop     = LI->getLoopFor(BB);
127 
128   // To get the block weight, read all incoming edges.
129   double BBWeight = 0;
130   std::set<BasicBlock*> ProcessedPreds;
131   for ( pred_iterator bbi = pred_begin(BB), bbe = pred_end(BB);
132         bbi != bbe; ++bbi ) {
133     // If this block was not considered already, add weight.
134     Edge edge = getEdge(*bbi,BB);
135     double w = getEdgeWeight(edge);
136     if (ProcessedPreds.insert(*bbi).second) {
137       BBWeight += ignoreMissing(w);
138     }
139     // If this block is a loop header and the predecessor is contained in this
140     // loop, thus the edge is a backedge, continue and do not check if the
141     // value is valid.
142     if (BBisHeader && BBLoop->contains(*bbi)) {
143       printEdgeError(edge, "but is backedge, continuing");
144       continue;
145     }
146     // If the edges value is missing (and this is no loop header, and this is
147     // no backedge) return, this block is currently non estimatable.
148     if (w == MissingValue) {
149       printEdgeError(edge, "returning");
150       return;
151     }
152   }
153   if (getExecutionCount(BB) != MissingValue) {
154     BBWeight = getExecutionCount(BB);
155   }
156 
157   // Fetch all necessary information for current block.
158   SmallVector<Edge, 8> ExitEdges;
159   SmallVector<Edge, 8> Edges;
160   if (BBLoop) {
161     BBLoop->getExitEdges(ExitEdges);
162   }
163 
164   // If this is a loop header, consider the following:
165   // Exactly the flow that is entering this block, must exit this block too. So
166   // do the following:
167   // *) get all the exit edges, read the flow that is already leaving this
168   // loop, remember the edges that do not have any flow on them right now.
169   // (The edges that have already flow on them are most likely exiting edges of
170   // other loops, do not touch those flows because the previously caclulated
171   // loopheaders would not be exact anymore.)
172   // *) In case there is not a single exiting edge left, create one at the loop
173   // latch to prevent the flow from building up in the loop.
174   // *) Take the flow that is not leaving the loop already and distribute it on
175   // the remaining exiting edges.
176   // (This ensures that all flow that enters the loop also leaves it.)
177   // *) Increase the flow into the loop by increasing the weight of this block.
178   // There is at least one incoming backedge that will bring us this flow later
179   // on. (So that the flow condition in this node is valid again.)
180   if (BBisHeader) {
181     double incoming = BBWeight;
182     // Subtract the flow leaving the loop.
183     std::set<Edge> ProcessedExits;
184     for (SmallVector<Edge, 8>::iterator ei = ExitEdges.begin(),
185          ee = ExitEdges.end(); ei != ee; ++ei) {
186       if (ProcessedExits.insert(*ei).second) {
187         double w = getEdgeWeight(*ei);
188         if (w == MissingValue) {
189           Edges.push_back(*ei);
190           // Check if there is a necessary minimal weight, if yes, subtract it
191           // from weight.
192           if (MinimalWeight.find(*ei) != MinimalWeight.end()) {
193             incoming -= MinimalWeight[*ei];
194             DEBUG(dbgs() << "Reserving " << format("%.20g",MinimalWeight[*ei]) << " at " << (*ei) << "\n");
195           }
196         } else {
197           incoming -= w;
198         }
199       }
200     }
201     // If no exit edges, create one:
202     if (Edges.size() == 0) {
203       BasicBlock *Latch = BBLoop->getLoopLatch();
204       if (Latch) {
205         Edge edge = getEdge(Latch,0);
206         EdgeInformation[BB->getParent()][edge] = BBWeight;
207         printEdgeWeight(edge);
208         edge = getEdge(Latch, BB);
209         EdgeInformation[BB->getParent()][edge] = BBWeight * ExecCount;
210         printEdgeWeight(edge);
211       }
212     }
213 
214     // Distribute remaining weight to the exting edges. To prevent fractions
215     // from building up and provoking precision problems the weight which is to
216     // be distributed is split and the rounded, the last edge gets a somewhat
217     // bigger value, but we are close enough for an estimation.
218     double fraction = floor(incoming/Edges.size());
219     for (SmallVector<Edge, 8>::iterator ei = Edges.begin(), ee = Edges.end();
220          ei != ee; ++ei) {
221       double w = 0;
222       if (ei != (ee-1)) {
223         w = fraction;
224         incoming -= fraction;
225       } else {
226         w = incoming;
227       }
228       EdgeInformation[BB->getParent()][*ei] += w;
229       // Read necessary minimal weight.
230       if (MinimalWeight.find(*ei) != MinimalWeight.end()) {
231         EdgeInformation[BB->getParent()][*ei] += MinimalWeight[*ei];
232         DEBUG(dbgs() << "Additionally " << format("%.20g",MinimalWeight[*ei]) << " at " << (*ei) << "\n");
233       }
234       printEdgeWeight(*ei);
235 
236       // Add minimal weight to paths to all exit edges, this is used to ensure
237       // that enough flow is reaching this edges.
238       Path p;
239       const BasicBlock *Dest = GetPath(BB, (*ei).first, p, GetPathToDest);
240       while (Dest != BB) {
241         const BasicBlock *Parent = p.find(Dest)->second;
242         Edge e = getEdge(Parent, Dest);
243         if (MinimalWeight.find(e) == MinimalWeight.end()) {
244           MinimalWeight[e] = 0;
245         }
246         MinimalWeight[e] += w;
247         DEBUG(dbgs() << "Minimal Weight for " << e << ": " << format("%.20g",MinimalWeight[e]) << "\n");
248         Dest = Parent;
249       }
250     }
251     // Increase flow into the loop.
252     BBWeight *= (ExecCount+1);
253   }
254 
255   BlockInformation[BB->getParent()][BB] = BBWeight;
256   // Up until now we considered only the loop exiting edges, now we have a
257   // definite block weight and must distribute this onto the outgoing edges.
258   // Since there may be already flow attached to some of the edges, read this
259   // flow first and remember the edges that have still now flow attached.
260   Edges.clear();
261   std::set<BasicBlock*> ProcessedSuccs;
262 
263   succ_iterator bbi = succ_begin(BB), bbe = succ_end(BB);
264   // Also check for (BB,0) edges that may already contain some flow. (But only
265   // in case there are no successors.)
266   if (bbi == bbe) {
267     Edge edge = getEdge(BB,0);
268     EdgeInformation[BB->getParent()][edge] = BBWeight;
269     printEdgeWeight(edge);
270   }
271   for ( ; bbi != bbe; ++bbi ) {
272     if (ProcessedSuccs.insert(*bbi).second) {
273       Edge edge = getEdge(BB,*bbi);
274       double w = getEdgeWeight(edge);
275       if (w != MissingValue) {
276         BBWeight -= getEdgeWeight(edge);
277       } else {
278         Edges.push_back(edge);
279         // If minimal weight is necessary, reserve weight by subtracting weight
280         // from block weight, this is readded later on.
281         if (MinimalWeight.find(edge) != MinimalWeight.end()) {
282           BBWeight -= MinimalWeight[edge];
283           DEBUG(dbgs() << "Reserving " << format("%.20g",MinimalWeight[edge]) << " at " << edge << "\n");
284         }
285       }
286     }
287   }
288 
289   double fraction = floor(BBWeight/Edges.size());
290   // Finally we know what flow is still not leaving the block, distribute this
291   // flow onto the empty edges.
292   for (SmallVector<Edge, 8>::iterator ei = Edges.begin(), ee = Edges.end();
293        ei != ee; ++ei) {
294     if (ei != (ee-1)) {
295       EdgeInformation[BB->getParent()][*ei] += fraction;
296       BBWeight -= fraction;
297     } else {
298       EdgeInformation[BB->getParent()][*ei] += BBWeight;
299     }
300     // Readd minial necessary weight.
301     if (MinimalWeight.find(*ei) != MinimalWeight.end()) {
302       EdgeInformation[BB->getParent()][*ei] += MinimalWeight[*ei];
303       DEBUG(dbgs() << "Additionally " << format("%.20g",MinimalWeight[*ei]) << " at " << (*ei) << "\n");
304     }
305     printEdgeWeight(*ei);
306   }
307 
308   // This block is visited, mark this before the recursion.
309   BBToVisit.erase(BB);
310 
311   // Recurse into successors.
312   for (succ_iterator bbi = succ_begin(BB), bbe = succ_end(BB);
313        bbi != bbe; ++bbi) {
314     recurseBasicBlock(*bbi);
315   }
316 }
317 
runOnFunction(Function & F)318 bool ProfileEstimatorPass::runOnFunction(Function &F) {
319   if (F.isDeclaration()) return false;
320 
321   // Fetch LoopInfo and clear ProfileInfo for this function.
322   LI = &getAnalysis<LoopInfo>();
323   FunctionInformation.erase(&F);
324   BlockInformation[&F].clear();
325   EdgeInformation[&F].clear();
326   BBToVisit.clear();
327 
328   // Mark all blocks as to visit.
329   for (Function::iterator bi = F.begin(), be = F.end(); bi != be; ++bi)
330     BBToVisit.insert(bi);
331 
332   // Clear Minimal Edges.
333   MinimalWeight.clear();
334 
335   DEBUG(dbgs() << "Working on function " << F.getNameStr() << "\n");
336 
337   // Since the entry block is the first one and has no predecessors, the edge
338   // (0,entry) is inserted with the starting weight of 1.
339   BasicBlock *entry = &F.getEntryBlock();
340   BlockInformation[&F][entry] = pow(2.0, 32.0);
341   Edge edge = getEdge(0,entry);
342   EdgeInformation[&F][edge] = BlockInformation[&F][entry];
343   printEdgeWeight(edge);
344 
345   // Since recurseBasicBlock() maybe returns with a block which was not fully
346   // estimated, use recurseBasicBlock() until everything is calculated.
347   bool cleanup = false;
348   recurseBasicBlock(entry);
349   while (BBToVisit.size() > 0 && !cleanup) {
350     // Remember number of open blocks, this is later used to check if progress
351     // was made.
352     unsigned size = BBToVisit.size();
353 
354     // Try to calculate all blocks in turn.
355     for (std::set<BasicBlock*>::iterator bi = BBToVisit.begin(),
356          be = BBToVisit.end(); bi != be; ++bi) {
357       recurseBasicBlock(*bi);
358       // If at least one block was finished, break because iterator may be
359       // invalid.
360       if (BBToVisit.size() < size) break;
361     }
362 
363     // If there was not a single block resolved, make some assumptions.
364     if (BBToVisit.size() == size) {
365       bool found = false;
366       for (std::set<BasicBlock*>::iterator BBI = BBToVisit.begin(), BBE = BBToVisit.end();
367            (BBI != BBE) && (!found); ++BBI) {
368         BasicBlock *BB = *BBI;
369         // Try each predecessor if it can be assumend.
370         for (pred_iterator bbi = pred_begin(BB), bbe = pred_end(BB);
371              (bbi != bbe) && (!found); ++bbi) {
372           Edge e = getEdge(*bbi,BB);
373           double w = getEdgeWeight(e);
374           // Check that edge from predecessor is still free.
375           if (w == MissingValue) {
376             // Check if there is a circle from this block to predecessor.
377             Path P;
378             const BasicBlock *Dest = GetPath(BB, *bbi, P, GetPathToDest);
379             if (Dest != *bbi) {
380               // If there is no circle, just set edge weight to 0
381               EdgeInformation[&F][e] = 0;
382               DEBUG(dbgs() << "Assuming edge weight: ");
383               printEdgeWeight(e);
384               found = true;
385             }
386           }
387         }
388       }
389       if (!found) {
390         cleanup = true;
391         DEBUG(dbgs() << "No assumption possible in Fuction "<<F.getName()<<", setting all to zero\n");
392       }
393     }
394   }
395   // In case there was no safe way to assume edges, set as a last measure,
396   // set _everything_ to zero.
397   if (cleanup) {
398     FunctionInformation[&F] = 0;
399     BlockInformation[&F].clear();
400     EdgeInformation[&F].clear();
401     for (Function::const_iterator FI = F.begin(), FE = F.end(); FI != FE; ++FI) {
402       const BasicBlock *BB = &(*FI);
403       BlockInformation[&F][BB] = 0;
404       const_pred_iterator predi = pred_begin(BB), prede = pred_end(BB);
405       if (predi == prede) {
406         Edge e = getEdge(0,BB);
407         setEdgeWeight(e,0);
408       }
409       for (;predi != prede; ++predi) {
410         Edge e = getEdge(*predi,BB);
411         setEdgeWeight(e,0);
412       }
413       succ_const_iterator succi = succ_begin(BB), succe = succ_end(BB);
414       if (succi == succe) {
415         Edge e = getEdge(BB,0);
416         setEdgeWeight(e,0);
417       }
418       for (;succi != succe; ++succi) {
419         Edge e = getEdge(*succi,BB);
420         setEdgeWeight(e,0);
421       }
422     }
423   }
424 
425   return false;
426 }
427