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llvm-mirror/lib/Analysis
Mircea Trofin cb0c00be5f [llvm] Add interface to drive inlining decision using ML model
Summary:

This change introduces InliningAdvisor (and related APIs), the interface
that abstracts decision making away from the inlining pass. We will use
this interface to delegate decision making to a trained ML model,
subsequently (see referenced RFC).

RFC: http://lists.llvm.org/pipermail/llvm-dev/2020-April/140763.html

Reviewers: davidxl, eraman, dblaikie

Subscribers: mgorny, hiraditya, llvm-commits

Tags: #llvm

Differential Revision: https://reviews.llvm.org/D79042
2020-05-13 13:27:29 -07:00
..
AliasAnalysis.cpp [IR] Lazily number instructions for local dominance queries 2020-02-18 14:44:24 -08:00
AliasAnalysisEvaluator.cpp [IR] Replace all uses of CallBase::getCalledValue() with getCalledOperand(). 2020-04-27 22:17:03 -07:00
AliasAnalysisSummary.cpp AliasAnalysisSummary.h - cleanup includes and forward declarations. NFC. 2020-04-21 11:32:58 +01:00
AliasAnalysisSummary.h AliasAnalysisSummary.h - cleanup includes and forward declarations. NFC. 2020-04-21 11:32:58 +01:00
AliasSetTracker.cpp [NFC] Remove trailing space 2020-02-18 10:49:13 +08:00
Analysis.cpp
AssumeBundleQueries.cpp [AssumeBundles] fix crashes 2020-05-11 11:52:21 +02:00
AssumptionCache.cpp [NFC][DwarfDebug] Add test for variables with a single location which 2020-05-11 11:49:11 +02:00
BasicAliasAnalysis.cpp [SVE] Remove calls to VectorType::isScalable from analysis 2020-04-23 12:44:22 -07:00
BlockFrequencyInfo.cpp [BFI][CGP] Add limited support for detecting missed BFI updates and fix one in CodeGenPrepare. 2020-05-07 11:58:00 -07:00
BlockFrequencyInfoImpl.cpp [BFI] Add a debug check for unknown block queries. 2020-02-04 10:05:28 -08:00
BranchProbabilityInfo.cpp Revert "[BrachProbablityInfo] Set edge probabilities at once. NFC." 2020-05-13 08:23:09 -07:00
CallGraph.cpp [CallGraphUpdater] Update the ExternalCallingNode for node replacements 2020-04-15 18:38:50 -05:00
CallGraphSCCPass.cpp [CallGraphUpdater][NFC] Minor updates to D77855 2020-04-15 21:26:35 -05:00
CallPrinter.cpp
CaptureTracking.cpp [CaptureTracking] Make MaxUsesToExplore cheaper (NFC) 2020-04-26 09:54:15 +02:00
CFG.cpp [CFG/BasicBlock] Rename succ_const to const_succ. [NFC] 2020-03-25 12:40:55 -07:00
CFGPrinter.cpp [CFG] Turning on Heat Colors for CFG by default 2020-04-29 20:44:10 +00:00
CFLAndersAliasAnalysis.cpp [ADT/STLExtras.h] - Add llvm::is_sorted wrapper and update callers. 2020-04-14 14:11:02 +03:00
CFLGraph.h
CFLSteensAliasAnalysis.cpp
CGSCCPassManager.cpp [NewPassManager] Add assertions when getting statefull cached analysis. 2020-05-13 12:38:38 -07:00
CMakeLists.txt [llvm][NFC] Move inlining decision-related APIs in InliningAdvisor. 2020-05-11 09:00:59 -07:00
CmpInstAnalysis.cpp
CodeMetrics.cpp CodeMetrics.cpp - remove unused includes. NFC. 2020-05-10 16:59:55 +01:00
ConstantFolding.cpp [SVE] Remove calls to VectorType::isScalable from analysis 2020-04-23 12:44:22 -07:00
CostModel.cpp
DDG.cpp [DDG] Data Dependence Graph - Graph Simplification 2020-02-19 13:41:51 -05:00
Delinearization.cpp
DemandedBits.cpp
DependenceAnalysis.cpp [DA] Delinearization of fixed-size multi-dimensional arrays 2020-02-27 10:29:01 -05:00
DependenceGraphBuilder.cpp [DDG] Data Dependence Graph - Graph Simplification 2020-02-19 13:41:51 -05:00
DivergenceAnalysis.cpp
DominanceFrontier.cpp
DomPrinter.cpp [CFGPrinter][CallPrinter][polly] Adding distinct structure for CFGDOTInfo 2020-04-06 17:42:54 +00:00
DomTreeUpdater.cpp
EHPersonalities.cpp
GlobalsModRef.cpp
GuardUtils.cpp [NFC] Remove trailing space 2020-02-18 10:49:13 +08:00
HeatUtils.cpp HeatUtils.h - remove unnecessary includes. NFC. 2020-04-18 13:37:06 +01:00
IndirectCallPromotionAnalysis.cpp [CallSite removal] Remove unneeded includes of CallSite.h. NFC 2020-04-22 00:07:13 -07:00
InlineAdvisor.cpp [llvm] Add interface to drive inlining decision using ML model 2020-05-13 13:27:29 -07:00
InlineCost.cpp [InlineCost] Addressing a very strict assert check in CostAnnotationWriter::emitInstructionAnnot 2020-04-30 15:38:36 +00:00
InstCount.cpp
InstructionPrecedenceTracking.cpp [IPT] Don't use OrderedInstructions (NFC) 2020-04-20 18:25:31 +02:00
InstructionSimplify.cpp Reapply [InstSimplify] Remove known bits constant folding 2020-05-08 10:24:53 +02:00
Interval.cpp
IntervalPartition.cpp
IVDescriptors.cpp [IVDescriptors] Remove unnecessary DemandedBits.h include; NFC 2020-04-04 12:07:57 +02:00
IVUsers.cpp
LazyBlockFrequencyInfo.cpp
LazyBranchProbabilityInfo.cpp
LazyCallGraph.cpp [llvm][NFC][CallSite] Remove Implementation uses of CallSite 2020-04-14 14:49:47 -07:00
LazyValueInfo.cpp [ValueLattice] Merging unknown with empty CR is unknown. 2020-04-25 13:43:34 +01:00
LegacyDivergenceAnalysis.cpp
Lint.cpp [IR] Replace all uses of CallBase::getCalledValue() with getCalledOperand(). 2020-04-27 22:17:03 -07:00
LLVMBuild.txt Revert "Move ModuleSummaryAnalysis from libAnalysis to libObject to break the dependency from Analysis to Object" 2020-04-14 00:27:08 +00:00
Loads.cpp [SVE] Remove calls to VectorType::isScalable from analysis 2020-04-23 12:44:22 -07:00
LoopAccessAnalysis.cpp [LAA] Move runtime-check generation to Transforms/Utils/loopUtils (NFC) 2020-05-10 17:39:26 +01:00
LoopAnalysisManager.cpp Add PassManagerImpl.h to hide implementation details 2020-02-03 11:15:55 -08:00
LoopCacheAnalysis.cpp [ADT/STLExtras.h] - Add llvm::is_sorted wrapper and update callers. 2020-04-14 14:11:02 +03:00
LoopInfo.cpp [NFC] Add missing 'const' notion to LCSSA-related functions 2020-04-17 17:49:34 +07:00
LoopNestAnalysis.cpp [LoopNest]: Analysis to discover properties of a loop nest. 2020-03-03 18:25:19 +00:00
LoopPass.cpp
LoopUnrollAnalyzer.cpp
MemDepPrinter.cpp
MemDerefPrinter.cpp [CallSite removal] Remove unneeded includes of CallSite.h. NFC 2020-04-22 00:07:13 -07:00
MemoryBuiltins.cpp [NFC] Rename *ByValOrInalloca* to *PassPointeeByValue* 2020-04-30 09:42:13 -07:00
MemoryDependenceAnalysis.cpp [DependenceAnalysis] Dependecies for loads marked with "ivnariant.load" should not be shared with general accesses(PR42151). 2020-03-04 18:40:02 +07:00
MemoryLocation.cpp
MemorySSA.cpp [MemorySSA] Pass DT to the upward iterator for proper PhiTranslation. 2020-04-29 14:28:31 -07:00
MemorySSAUpdater.cpp [GraphDiff] Extend GraphDiff to track a list of updates. 2020-04-03 12:10:36 -07:00
ModuleDebugInfoPrinter.cpp
ModuleSummaryAnalysis.cpp [IR] Replace all uses of CallBase::getCalledValue() with getCalledOperand(). 2020-04-27 22:17:03 -07:00
MustExecute.cpp MustBeExecutedContextPrinter::runOnModule: Use unique_ptr to simplify/clarify ownership 2020-04-28 11:30:53 -07:00
ObjCARCAliasAnalysis.cpp [Pass] Ensure we don't include PassSupport.h or PassAnalysisSupport.h directly 2020-04-26 12:58:20 +01:00
ObjCARCAnalysisUtils.cpp
ObjCARCInstKind.cpp [llvm][NFC][CallSite] Remove remaining {Immutable}CallSite uses 2020-04-23 22:19:39 -07:00
OptimizationRemarkEmitter.cpp [BPI][NFC] Reuse post dominantor tree from analysis manager when available 2020-04-30 11:31:03 +07:00
OrderedInstructions.cpp [IR] Lazily number instructions for local dominance queries 2020-02-18 14:44:24 -08:00
PHITransAddr.cpp
PhiValues.cpp
PostDominators.cpp
ProfileSummaryInfo.cpp [SampleFDO] For functions without profiles, provide an option to put 2020-05-08 11:18:09 -07:00
PtrUseVisitor.cpp
README.txt
RegionInfo.cpp
RegionPass.cpp
RegionPrinter.cpp [CFGPrinter][CallPrinter][polly] Adding distinct structure for CFGDOTInfo 2020-04-06 17:42:54 +00:00
ScalarEvolution.cpp [SVE] Remove calls to VectorType::isScalable from analysis 2020-04-23 12:44:22 -07:00
ScalarEvolutionAliasAnalysis.cpp
ScalarEvolutionExpander.cpp [NFC][CostModel] Add TargetCostKind to relevant APIs 2020-05-05 10:35:54 +01:00
ScalarEvolutionNormalization.cpp
ScopedNoAliasAA.cpp
StackSafetyAnalysis.cpp [IR] Replace all uses of CallBase::getCalledValue() with getCalledOperand(). 2020-04-27 22:17:03 -07:00
StratifiedSets.h
SyncDependenceAnalysis.cpp [CFG/BasicBlock] Rename succ_const to const_succ. [NFC] 2020-03-25 12:40:55 -07:00
SyntheticCountsUtils.cpp [CallSite removal] Remove unneeded includes of CallSite.h. NFC 2020-04-22 00:07:13 -07:00
TargetLibraryInfo.cpp [ADT/STLExtras.h] - Add llvm::is_sorted wrapper and update callers. 2020-04-14 14:11:02 +03:00
TargetTransformInfo.cpp [LSR][ARM] Add new TTI hook to mark some LSR chains as profitable 2020-05-13 14:18:28 +01:00
Trace.cpp
TypeBasedAliasAnalysis.cpp
TypeMetadataUtils.cpp [llvm][NFC][CallSite] Remove CallSite from TypeMetadataUtils & related 2020-04-23 08:23:16 -07:00
ValueLattice.cpp [ValueLattice] Distinguish between constant ranges with/without undef. 2020-03-31 12:50:20 +01:00
ValueLatticeUtils.cpp
ValueTracking.cpp [ValueTracking] Fix crash in isGuaranteedNotToBeUndefOrPoison when V is in an unreachable block 2020-05-13 10:16:47 +09:00
VectorUtils.cpp [InstCombine][SVE] Fix visitExtractElementInst for scalable type. 2020-05-07 13:03:52 -07:00
VFABIDemangling.cpp [llvm][VectorUtils] Tweak VFShape for scalable vector functions. 2020-01-30 05:53:56 +00:00

Analysis Opportunities:

//===---------------------------------------------------------------------===//

In test/Transforms/LoopStrengthReduce/quadradic-exit-value.ll, the
ScalarEvolution expression for %r is this:

  {1,+,3,+,2}<loop>

Outside the loop, this could be evaluated simply as (%n * %n), however
ScalarEvolution currently evaluates it as

  (-2 + (2 * (trunc i65 (((zext i64 (-2 + %n) to i65) * (zext i64 (-1 + %n) to i65)) /u 2) to i64)) + (3 * %n))

In addition to being much more complicated, it involves i65 arithmetic,
which is very inefficient when expanded into code.

//===---------------------------------------------------------------------===//

In formatValue in test/CodeGen/X86/lsr-delayed-fold.ll,

ScalarEvolution is forming this expression:

((trunc i64 (-1 * %arg5) to i32) + (trunc i64 %arg5 to i32) + (-1 * (trunc i64 undef to i32)))

This could be folded to

(-1 * (trunc i64 undef to i32))

//===---------------------------------------------------------------------===//