1 //===- ProfileSummaryInfo.cpp - Global profile summary information --------===//
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 //
9 // This file contains a pass that provides access to the global profile summary
10 // information.
11 //
12 //===----------------------------------------------------------------------===//
13
14 #include "llvm/Analysis/ProfileSummaryInfo.h"
15 #include "llvm/Analysis/BlockFrequencyInfo.h"
16 #include "llvm/IR/BasicBlock.h"
17 #include "llvm/IR/Instructions.h"
18 #include "llvm/IR/Module.h"
19 #include "llvm/IR/ProfileSummary.h"
20 #include "llvm/InitializePasses.h"
21 #include "llvm/ProfileData/ProfileCommon.h"
22 #include "llvm/Support/CommandLine.h"
23 #include <optional>
24 using namespace llvm;
25
26 // Knobs for profile summary based thresholds.
27 namespace llvm {
28 extern cl::opt<int> ProfileSummaryCutoffHot;
29 extern cl::opt<int> ProfileSummaryCutoffCold;
30 extern cl::opt<unsigned> ProfileSummaryHugeWorkingSetSizeThreshold;
31 extern cl::opt<unsigned> ProfileSummaryLargeWorkingSetSizeThreshold;
32 extern cl::opt<int> ProfileSummaryHotCount;
33 extern cl::opt<int> ProfileSummaryColdCount;
34 } // namespace llvm
35
36 static cl::opt<bool> PartialProfile(
37 "partial-profile", cl::Hidden, cl::init(false),
38 cl::desc("Specify the current profile is used as a partial profile."));
39
40 cl::opt<bool> ScalePartialSampleProfileWorkingSetSize(
41 "scale-partial-sample-profile-working-set-size", cl::Hidden, cl::init(true),
42 cl::desc(
43 "If true, scale the working set size of the partial sample profile "
44 "by the partial profile ratio to reflect the size of the program "
45 "being compiled."));
46
47 static cl::opt<double> PartialSampleProfileWorkingSetSizeScaleFactor(
48 "partial-sample-profile-working-set-size-scale-factor", cl::Hidden,
49 cl::init(0.008),
50 cl::desc("The scale factor used to scale the working set size of the "
51 "partial sample profile along with the partial profile ratio. "
52 "This includes the factor of the profile counter per block "
53 "and the factor to scale the working set size to use the same "
54 "shared thresholds as PGO."));
55
56 // The profile summary metadata may be attached either by the frontend or by
57 // any backend passes (IR level instrumentation, for example). This method
58 // checks if the Summary is null and if so checks if the summary metadata is now
59 // available in the module and parses it to get the Summary object.
refresh()60 void ProfileSummaryInfo::refresh() {
61 if (hasProfileSummary())
62 return;
63 // First try to get context sensitive ProfileSummary.
64 auto *SummaryMD = M->getProfileSummary(/* IsCS */ true);
65 if (SummaryMD)
66 Summary.reset(ProfileSummary::getFromMD(SummaryMD));
67
68 if (!hasProfileSummary()) {
69 // This will actually return PSK_Instr or PSK_Sample summary.
70 SummaryMD = M->getProfileSummary(/* IsCS */ false);
71 if (SummaryMD)
72 Summary.reset(ProfileSummary::getFromMD(SummaryMD));
73 }
74 if (!hasProfileSummary())
75 return;
76 computeThresholds();
77 }
78
getProfileCount(const CallBase & Call,BlockFrequencyInfo * BFI,bool AllowSynthetic) const79 std::optional<uint64_t> ProfileSummaryInfo::getProfileCount(
80 const CallBase &Call, BlockFrequencyInfo *BFI, bool AllowSynthetic) const {
81 assert((isa<CallInst>(Call) || isa<InvokeInst>(Call)) &&
82 "We can only get profile count for call/invoke instruction.");
83 if (hasSampleProfile()) {
84 // In sample PGO mode, check if there is a profile metadata on the
85 // instruction. If it is present, determine hotness solely based on that,
86 // since the sampled entry count may not be accurate. If there is no
87 // annotated on the instruction, return std::nullopt.
88 uint64_t TotalCount;
89 if (Call.extractProfTotalWeight(TotalCount))
90 return TotalCount;
91 return std::nullopt;
92 }
93 if (BFI)
94 return BFI->getBlockProfileCount(Call.getParent(), AllowSynthetic);
95 return std::nullopt;
96 }
97
98 /// Returns true if the function's entry is hot. If it returns false, it
99 /// either means it is not hot or it is unknown whether it is hot or not (for
100 /// example, no profile data is available).
isFunctionEntryHot(const Function * F) const101 bool ProfileSummaryInfo::isFunctionEntryHot(const Function *F) const {
102 if (!F || !hasProfileSummary())
103 return false;
104 auto FunctionCount = F->getEntryCount();
105 // FIXME: The heuristic used below for determining hotness is based on
106 // preliminary SPEC tuning for inliner. This will eventually be a
107 // convenience method that calls isHotCount.
108 return FunctionCount && isHotCount(FunctionCount->getCount());
109 }
110
111 /// Returns true if the function contains hot code. This can include a hot
112 /// function entry count, hot basic block, or (in the case of Sample PGO)
113 /// hot total call edge count.
114 /// If it returns false, it either means it is not hot or it is unknown
115 /// (for example, no profile data is available).
isFunctionHotInCallGraph(const Function * F,BlockFrequencyInfo & BFI) const116 bool ProfileSummaryInfo::isFunctionHotInCallGraph(
117 const Function *F, BlockFrequencyInfo &BFI) const {
118 if (!F || !hasProfileSummary())
119 return false;
120 if (auto FunctionCount = F->getEntryCount())
121 if (isHotCount(FunctionCount->getCount()))
122 return true;
123
124 if (hasSampleProfile()) {
125 uint64_t TotalCallCount = 0;
126 for (const auto &BB : *F)
127 for (const auto &I : BB)
128 if (isa<CallInst>(I) || isa<InvokeInst>(I))
129 if (auto CallCount = getProfileCount(cast<CallBase>(I), nullptr))
130 TotalCallCount += *CallCount;
131 if (isHotCount(TotalCallCount))
132 return true;
133 }
134 for (const auto &BB : *F)
135 if (isHotBlock(&BB, &BFI))
136 return true;
137 return false;
138 }
139
140 /// Returns true if the function only contains cold code. This means that
141 /// the function entry and blocks are all cold, and (in the case of Sample PGO)
142 /// the total call edge count is cold.
143 /// If it returns false, it either means it is not cold or it is unknown
144 /// (for example, no profile data is available).
isFunctionColdInCallGraph(const Function * F,BlockFrequencyInfo & BFI) const145 bool ProfileSummaryInfo::isFunctionColdInCallGraph(
146 const Function *F, BlockFrequencyInfo &BFI) const {
147 if (!F || !hasProfileSummary())
148 return false;
149 if (auto FunctionCount = F->getEntryCount())
150 if (!isColdCount(FunctionCount->getCount()))
151 return false;
152
153 if (hasSampleProfile()) {
154 uint64_t TotalCallCount = 0;
155 for (const auto &BB : *F)
156 for (const auto &I : BB)
157 if (isa<CallInst>(I) || isa<InvokeInst>(I))
158 if (auto CallCount = getProfileCount(cast<CallBase>(I), nullptr))
159 TotalCallCount += *CallCount;
160 if (!isColdCount(TotalCallCount))
161 return false;
162 }
163 for (const auto &BB : *F)
164 if (!isColdBlock(&BB, &BFI))
165 return false;
166 return true;
167 }
168
isFunctionHotnessUnknown(const Function & F) const169 bool ProfileSummaryInfo::isFunctionHotnessUnknown(const Function &F) const {
170 assert(hasPartialSampleProfile() && "Expect partial sample profile");
171 return !F.getEntryCount();
172 }
173
174 template <bool isHot>
isFunctionHotOrColdInCallGraphNthPercentile(int PercentileCutoff,const Function * F,BlockFrequencyInfo & BFI) const175 bool ProfileSummaryInfo::isFunctionHotOrColdInCallGraphNthPercentile(
176 int PercentileCutoff, const Function *F, BlockFrequencyInfo &BFI) const {
177 if (!F || !hasProfileSummary())
178 return false;
179 if (auto FunctionCount = F->getEntryCount()) {
180 if (isHot &&
181 isHotCountNthPercentile(PercentileCutoff, FunctionCount->getCount()))
182 return true;
183 if (!isHot &&
184 !isColdCountNthPercentile(PercentileCutoff, FunctionCount->getCount()))
185 return false;
186 }
187 if (hasSampleProfile()) {
188 uint64_t TotalCallCount = 0;
189 for (const auto &BB : *F)
190 for (const auto &I : BB)
191 if (isa<CallInst>(I) || isa<InvokeInst>(I))
192 if (auto CallCount = getProfileCount(cast<CallBase>(I), nullptr))
193 TotalCallCount += *CallCount;
194 if (isHot && isHotCountNthPercentile(PercentileCutoff, TotalCallCount))
195 return true;
196 if (!isHot && !isColdCountNthPercentile(PercentileCutoff, TotalCallCount))
197 return false;
198 }
199 for (const auto &BB : *F) {
200 if (isHot && isHotBlockNthPercentile(PercentileCutoff, &BB, &BFI))
201 return true;
202 if (!isHot && !isColdBlockNthPercentile(PercentileCutoff, &BB, &BFI))
203 return false;
204 }
205 return !isHot;
206 }
207
208 // Like isFunctionHotInCallGraph but for a given cutoff.
isFunctionHotInCallGraphNthPercentile(int PercentileCutoff,const Function * F,BlockFrequencyInfo & BFI) const209 bool ProfileSummaryInfo::isFunctionHotInCallGraphNthPercentile(
210 int PercentileCutoff, const Function *F, BlockFrequencyInfo &BFI) const {
211 return isFunctionHotOrColdInCallGraphNthPercentile<true>(
212 PercentileCutoff, F, BFI);
213 }
214
isFunctionColdInCallGraphNthPercentile(int PercentileCutoff,const Function * F,BlockFrequencyInfo & BFI) const215 bool ProfileSummaryInfo::isFunctionColdInCallGraphNthPercentile(
216 int PercentileCutoff, const Function *F, BlockFrequencyInfo &BFI) const {
217 return isFunctionHotOrColdInCallGraphNthPercentile<false>(
218 PercentileCutoff, F, BFI);
219 }
220
221 /// Returns true if the function's entry is a cold. If it returns false, it
222 /// either means it is not cold or it is unknown whether it is cold or not (for
223 /// example, no profile data is available).
isFunctionEntryCold(const Function * F) const224 bool ProfileSummaryInfo::isFunctionEntryCold(const Function *F) const {
225 if (!F)
226 return false;
227 if (F->hasFnAttribute(Attribute::Cold))
228 return true;
229 if (!hasProfileSummary())
230 return false;
231 auto FunctionCount = F->getEntryCount();
232 // FIXME: The heuristic used below for determining coldness is based on
233 // preliminary SPEC tuning for inliner. This will eventually be a
234 // convenience method that calls isHotCount.
235 return FunctionCount && isColdCount(FunctionCount->getCount());
236 }
237
238 /// Compute the hot and cold thresholds.
computeThresholds()239 void ProfileSummaryInfo::computeThresholds() {
240 auto &DetailedSummary = Summary->getDetailedSummary();
241 auto &HotEntry = ProfileSummaryBuilder::getEntryForPercentile(
242 DetailedSummary, ProfileSummaryCutoffHot);
243 HotCountThreshold =
244 ProfileSummaryBuilder::getHotCountThreshold(DetailedSummary);
245 ColdCountThreshold =
246 ProfileSummaryBuilder::getColdCountThreshold(DetailedSummary);
247 assert(ColdCountThreshold <= HotCountThreshold &&
248 "Cold count threshold cannot exceed hot count threshold!");
249 if (!hasPartialSampleProfile() || !ScalePartialSampleProfileWorkingSetSize) {
250 HasHugeWorkingSetSize =
251 HotEntry.NumCounts > ProfileSummaryHugeWorkingSetSizeThreshold;
252 HasLargeWorkingSetSize =
253 HotEntry.NumCounts > ProfileSummaryLargeWorkingSetSizeThreshold;
254 } else {
255 // Scale the working set size of the partial sample profile to reflect the
256 // size of the program being compiled.
257 double PartialProfileRatio = Summary->getPartialProfileRatio();
258 uint64_t ScaledHotEntryNumCounts =
259 static_cast<uint64_t>(HotEntry.NumCounts * PartialProfileRatio *
260 PartialSampleProfileWorkingSetSizeScaleFactor);
261 HasHugeWorkingSetSize =
262 ScaledHotEntryNumCounts > ProfileSummaryHugeWorkingSetSizeThreshold;
263 HasLargeWorkingSetSize =
264 ScaledHotEntryNumCounts > ProfileSummaryLargeWorkingSetSizeThreshold;
265 }
266 }
267
268 std::optional<uint64_t>
computeThreshold(int PercentileCutoff) const269 ProfileSummaryInfo::computeThreshold(int PercentileCutoff) const {
270 if (!hasProfileSummary())
271 return std::nullopt;
272 auto iter = ThresholdCache.find(PercentileCutoff);
273 if (iter != ThresholdCache.end()) {
274 return iter->second;
275 }
276 auto &DetailedSummary = Summary->getDetailedSummary();
277 auto &Entry = ProfileSummaryBuilder::getEntryForPercentile(DetailedSummary,
278 PercentileCutoff);
279 uint64_t CountThreshold = Entry.MinCount;
280 ThresholdCache[PercentileCutoff] = CountThreshold;
281 return CountThreshold;
282 }
283
hasHugeWorkingSetSize() const284 bool ProfileSummaryInfo::hasHugeWorkingSetSize() const {
285 return HasHugeWorkingSetSize && *HasHugeWorkingSetSize;
286 }
287
hasLargeWorkingSetSize() const288 bool ProfileSummaryInfo::hasLargeWorkingSetSize() const {
289 return HasLargeWorkingSetSize && *HasLargeWorkingSetSize;
290 }
291
isHotCount(uint64_t C) const292 bool ProfileSummaryInfo::isHotCount(uint64_t C) const {
293 return HotCountThreshold && C >= *HotCountThreshold;
294 }
295
isColdCount(uint64_t C) const296 bool ProfileSummaryInfo::isColdCount(uint64_t C) const {
297 return ColdCountThreshold && C <= *ColdCountThreshold;
298 }
299
300 template <bool isHot>
isHotOrColdCountNthPercentile(int PercentileCutoff,uint64_t C) const301 bool ProfileSummaryInfo::isHotOrColdCountNthPercentile(int PercentileCutoff,
302 uint64_t C) const {
303 auto CountThreshold = computeThreshold(PercentileCutoff);
304 if (isHot)
305 return CountThreshold && C >= *CountThreshold;
306 else
307 return CountThreshold && C <= *CountThreshold;
308 }
309
isHotCountNthPercentile(int PercentileCutoff,uint64_t C) const310 bool ProfileSummaryInfo::isHotCountNthPercentile(int PercentileCutoff,
311 uint64_t C) const {
312 return isHotOrColdCountNthPercentile<true>(PercentileCutoff, C);
313 }
314
isColdCountNthPercentile(int PercentileCutoff,uint64_t C) const315 bool ProfileSummaryInfo::isColdCountNthPercentile(int PercentileCutoff,
316 uint64_t C) const {
317 return isHotOrColdCountNthPercentile<false>(PercentileCutoff, C);
318 }
319
getOrCompHotCountThreshold() const320 uint64_t ProfileSummaryInfo::getOrCompHotCountThreshold() const {
321 return HotCountThreshold.value_or(UINT64_MAX);
322 }
323
getOrCompColdCountThreshold() const324 uint64_t ProfileSummaryInfo::getOrCompColdCountThreshold() const {
325 return ColdCountThreshold.value_or(0);
326 }
327
isHotBlock(const BasicBlock * BB,BlockFrequencyInfo * BFI) const328 bool ProfileSummaryInfo::isHotBlock(const BasicBlock *BB,
329 BlockFrequencyInfo *BFI) const {
330 auto Count = BFI->getBlockProfileCount(BB);
331 return Count && isHotCount(*Count);
332 }
333
isColdBlock(const BasicBlock * BB,BlockFrequencyInfo * BFI) const334 bool ProfileSummaryInfo::isColdBlock(const BasicBlock *BB,
335 BlockFrequencyInfo *BFI) const {
336 auto Count = BFI->getBlockProfileCount(BB);
337 return Count && isColdCount(*Count);
338 }
339
340 template <bool isHot>
isHotOrColdBlockNthPercentile(int PercentileCutoff,const BasicBlock * BB,BlockFrequencyInfo * BFI) const341 bool ProfileSummaryInfo::isHotOrColdBlockNthPercentile(
342 int PercentileCutoff, const BasicBlock *BB, BlockFrequencyInfo *BFI) const {
343 auto Count = BFI->getBlockProfileCount(BB);
344 if (isHot)
345 return Count && isHotCountNthPercentile(PercentileCutoff, *Count);
346 else
347 return Count && isColdCountNthPercentile(PercentileCutoff, *Count);
348 }
349
isHotBlockNthPercentile(int PercentileCutoff,const BasicBlock * BB,BlockFrequencyInfo * BFI) const350 bool ProfileSummaryInfo::isHotBlockNthPercentile(
351 int PercentileCutoff, const BasicBlock *BB, BlockFrequencyInfo *BFI) const {
352 return isHotOrColdBlockNthPercentile<true>(PercentileCutoff, BB, BFI);
353 }
354
isColdBlockNthPercentile(int PercentileCutoff,const BasicBlock * BB,BlockFrequencyInfo * BFI) const355 bool ProfileSummaryInfo::isColdBlockNthPercentile(
356 int PercentileCutoff, const BasicBlock *BB, BlockFrequencyInfo *BFI) const {
357 return isHotOrColdBlockNthPercentile<false>(PercentileCutoff, BB, BFI);
358 }
359
isHotCallSite(const CallBase & CB,BlockFrequencyInfo * BFI) const360 bool ProfileSummaryInfo::isHotCallSite(const CallBase &CB,
361 BlockFrequencyInfo *BFI) const {
362 auto C = getProfileCount(CB, BFI);
363 return C && isHotCount(*C);
364 }
365
isColdCallSite(const CallBase & CB,BlockFrequencyInfo * BFI) const366 bool ProfileSummaryInfo::isColdCallSite(const CallBase &CB,
367 BlockFrequencyInfo *BFI) const {
368 auto C = getProfileCount(CB, BFI);
369 if (C)
370 return isColdCount(*C);
371
372 // In SamplePGO, if the caller has been sampled, and there is no profile
373 // annotated on the callsite, we consider the callsite as cold.
374 return hasSampleProfile() && CB.getCaller()->hasProfileData();
375 }
376
hasPartialSampleProfile() const377 bool ProfileSummaryInfo::hasPartialSampleProfile() const {
378 return hasProfileSummary() &&
379 Summary->getKind() == ProfileSummary::PSK_Sample &&
380 (PartialProfile || Summary->isPartialProfile());
381 }
382
383 INITIALIZE_PASS(ProfileSummaryInfoWrapperPass, "profile-summary-info",
384 "Profile summary info", false, true)
385
ProfileSummaryInfoWrapperPass()386 ProfileSummaryInfoWrapperPass::ProfileSummaryInfoWrapperPass()
387 : ImmutablePass(ID) {
388 initializeProfileSummaryInfoWrapperPassPass(*PassRegistry::getPassRegistry());
389 }
390
doInitialization(Module & M)391 bool ProfileSummaryInfoWrapperPass::doInitialization(Module &M) {
392 PSI.reset(new ProfileSummaryInfo(M));
393 return false;
394 }
395
doFinalization(Module & M)396 bool ProfileSummaryInfoWrapperPass::doFinalization(Module &M) {
397 PSI.reset();
398 return false;
399 }
400
401 AnalysisKey ProfileSummaryAnalysis::Key;
run(Module & M,ModuleAnalysisManager &)402 ProfileSummaryInfo ProfileSummaryAnalysis::run(Module &M,
403 ModuleAnalysisManager &) {
404 return ProfileSummaryInfo(M);
405 }
406
run(Module & M,ModuleAnalysisManager & AM)407 PreservedAnalyses ProfileSummaryPrinterPass::run(Module &M,
408 ModuleAnalysisManager &AM) {
409 ProfileSummaryInfo &PSI = AM.getResult<ProfileSummaryAnalysis>(M);
410
411 OS << "Functions in " << M.getName() << " with hot/cold annotations: \n";
412 for (auto &F : M) {
413 OS << F.getName();
414 if (PSI.isFunctionEntryHot(&F))
415 OS << " :hot entry ";
416 else if (PSI.isFunctionEntryCold(&F))
417 OS << " :cold entry ";
418 OS << "\n";
419 }
420 return PreservedAnalyses::all();
421 }
422
423 char ProfileSummaryInfoWrapperPass::ID = 0;
424