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llvm-mirror/lib/Analysis
Mircea Trofin 3e712a8637 [llvm] Development-mode InlineAdvisor
Summary:
This is the InlineAdvisor used in 'development' mode. It enables two
scenarios:

 - loading models via a command-line parameter, thus allowing for rapid
 training iteration, where models can be used for the next exploration
 phase without requiring recompiling the compiler. This trades off some
 compilation speed for the added flexibility.

 - collecting training logs, in the form of tensorflow.SequenceExample
 protobufs. We generate these as textual protobufs, which simplifies
 generation and testing. The protobufs may then be readily consumed by a
 tensorflow-based training algorithm.

To speed up training, training logs may also be collected from the
'default' training policy. In that case, this InlineAdvisor does not
use a model.

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

Reviewers: jdoerfert, davidxl

Subscribers: mgorny, hiraditya, llvm-commits

Tags: #llvm

Differential Revision: https://reviews.llvm.org/D83733
2020-07-20 11:01:56 -07:00
..
models/inliner [llvm][NFC] ML Policies: changed the saved_model protobuf to text 2020-07-13 11:07:07 -07:00
AliasAnalysis.cpp [BasicAA] Rename -disable-basicaa to -disable-basic-aa to be consistent with the canonical name "basic-aa" 2020-06-26 20:55:44 -07:00
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
Analysis.cpp
AssumeBundleQueries.cpp Temporarily Revert "[AssumeBundles] Use operand bundles to encode alignment assumptions" 2020-07-16 11:54:04 -07:00
AssumptionCache.cpp [NFC][DwarfDebug] Add test for variables with a single location which 2020-05-11 11:49:11 +02:00
BasicAliasAnalysis.cpp [BasicAA] Fix -basicaa-recphi for geps with negative offsets 2020-07-16 17:22:40 +01:00
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
BranchProbabilityInfo.cpp [BPI] Compile time improvement when erasing blocks (NFC) 2020-07-10 16:55:54 -07:00
CallGraph.cpp [CallGraph] Ignore callback uses 2020-07-14 13:08:49 -07:00
CallGraphSCCPass.cpp [CallGraph] Update callback call sites in RefreshCallGraph 2020-07-14 22:33:57 -05:00
CallPrinter.cpp [CallPrinter] Adding heat coloring to CallPrinter 2020-06-16 21:15:29 +00:00
CaptureTracking.cpp [Analysis] Ensure we include CommandLine.h if we declare any cl::opt flags. NFC. 2020-06-23 12:29:51 +01:00
CFG.cpp CFG.h - reduce includes to forward declarations. NFC. 2020-06-06 15:06:42 +01:00
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 [NewPM] Move debugging log printing after PassInstrumentation before-pass-callbacks 2020-06-25 10:03:25 -07:00
CMakeLists.txt [llvm] Development-mode InlineAdvisor 2020-07-20 11:01:56 -07:00
CmpInstAnalysis.cpp
CodeMetrics.cpp CodeMetrics.cpp - remove unused includes. NFC. 2020-05-10 16:59:55 +01:00
ConstantFolding.cpp [ConstantFolding] check applicability of AllOnes constant creation first 2020-07-19 13:13:57 -04:00
CostModel.cpp
DDG.cpp
Delinearization.cpp
DemandedBits.cpp
DependenceAnalysis.cpp DependenceAnalysis.h - reduce AliasAnalysis.h include to forward declaration. NFC. 2020-06-07 12:47:37 +01:00
DependenceGraphBuilder.cpp SmallPtrSet::find -> SmallPtrSet::count 2020-06-07 22:38:08 +02:00
DevelopmentModeInlineAdvisor.cpp [llvm] Development-mode InlineAdvisor 2020-07-20 11:01:56 -07:00
DivergenceAnalysis.cpp [DA] conservatively mark the join of every divergent branch 2020-06-18 17:39:20 +05:30
DominanceFrontier.cpp
DomPrinter.cpp [CFGPrinter][CallPrinter][polly] Adding distinct structure for CFGDOTInfo 2020-04-06 17:42:54 +00:00
DomTreeUpdater.cpp [DomTreeUpdater] Use const auto * when iterating over pointers (NFC). 2020-07-10 16:39:15 +01:00
EHPersonalities.cpp
GlobalsModRef.cpp GlobalsModRef.h - reduce CallGraph.h include to forward declarations. NFC. 2020-06-25 16:00:43 +01:00
GuardUtils.cpp
HeatUtils.cpp [CallPrinter] Remove static constructor. 2020-06-17 13:02:58 +02:00
IndirectCallPromotionAnalysis.cpp [CallSite removal] Remove unneeded includes of CallSite.h. NFC 2020-04-22 00:07:13 -07:00
InlineAdvisor.cpp [llvm] Development-mode InlineAdvisor 2020-07-20 11:01:56 -07:00
InlineCost.cpp [InlineCost] GetElementPtr with constant operands 2020-06-25 18:09:51 +00:00
InlineFeaturesAnalysis.cpp [llvm][NFC] Fix license on InlineFeaturesAnalysis.{h|cpp} 2020-06-15 19:34:33 -07:00
InlineSizeEstimatorAnalysis.cpp [llvm] Moved InlineSizeEstimatorAnalysis test to .ll 2020-07-16 12:25:16 -07:00
InstCount.cpp
InstructionPrecedenceTracking.cpp [IPT] Don't use OrderedInstructions (NFC) 2020-04-20 18:25:31 +02:00
InstructionSimplify.cpp [InstSimplify] fold fcmp with infinity constant using isKnownNeverInfinity 2020-07-19 09:24:52 -04:00
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 [NFC] Add 'override' keyword where missing in include/ and lib/. 2020-07-14 09:47:29 -07:00
LegacyDivergenceAnalysis.cpp
Lint.cpp [Alignment] TargetLowering::hasPairedLoad must use Align for RequiredAlignment 2020-07-01 14:32:30 +00:00
LLVMBuild.txt [llvm][NFC] Move content of ML subdirectory into Analysis 2020-06-15 14:35:33 -07:00
Loads.cpp [Analysis] isDereferenceableAndAlignedPointer(): don't crash on bitcast <1 x ???*> to ???* 2020-06-27 18:30:59 +03:00
LoopAccessAnalysis.cpp [LV] Vectorize without versioning-for-unit-stride under -Os/-Oz 2020-07-07 15:04:21 +03:00
LoopAnalysisManager.cpp
LoopCacheAnalysis.cpp LoopAnalysisManager.h - reduce includes to forward declarations. NFC. 2020-06-06 14:06:46 +01:00
LoopInfo.cpp [NFC] Add missing 'const' notion to LCSSA-related functions 2020-04-17 17:49:34 +07:00
LoopNestAnalysis.cpp
LoopPass.cpp
LoopUnrollAnalyzer.cpp ScalarEvolution.h - reduce LoopInfo.h include to forward declarations. NFC. 2020-06-17 15:48:23 +01:00
MemDepPrinter.cpp GVN.h - reduce AliasAnalysis.h include to forward declaration. NFC. 2020-06-25 16:59:35 +01:00
MemDerefPrinter.cpp Loads.h - reduce AliasAnalysis.h include to forward declarations. NFC. 2020-06-24 13:49:04 +01:00
MemoryBuiltins.cpp IR: Define byref parameter attribute 2020-07-20 10:23:09 -04:00
MemoryDependenceAnalysis.cpp [MemDep] Also remove load instructions from NonLocalDesCache. 2020-06-17 09:36:53 +01:00
MemoryLocation.cpp Fix MemoryLocation.h use without Instructions.h 2020-05-26 17:19:14 +01:00
MemorySSA.cpp [MemorySSA] Pass DT to the upward iterator for proper PhiTranslation. 2020-04-29 14:28:31 -07:00
MemorySSAUpdater.cpp MemorySSAUpdater.h - reduce unnecessary includes to forward declarations. NFC. 2020-06-05 10:45:59 +01:00
MLInlineAdvisor.cpp [llvm] Release-mode ML InlineAdvisor 2020-06-24 08:18:42 -07:00
ModuleDebugInfoPrinter.cpp
ModuleSummaryAnalysis.cpp [StackSafety] Pass summary into codegen 2020-06-10 21:02:54 -07:00
MustExecute.cpp MustBeExecutedContextPrinter::runOnModule: Use unique_ptr to simplify/clarify ownership 2020-04-28 11:30:53 -07:00
ObjCARCAliasAnalysis.cpp ObjCARCAnalysisUtils.h - remove unused includes. NFC. 2020-05-26 19:22:15 +01:00
ObjCARCAnalysisUtils.cpp
ObjCARCInstKind.cpp [Analysis/Transforms/Sanitizers] As part of using inclusive language 2020-06-20 00:42:26 -07:00
OptimizationRemarkEmitter.cpp [BPI][NFC] Reuse post dominantor tree from analysis manager when available 2020-04-30 11:31:03 +07:00
PHITransAddr.cpp
PhiValues.cpp
PostDominators.cpp
ProfileSummaryInfo.cpp [NFC] Change getEntryForPercentile to be a static function in ProfileSummaryBuilder. 2020-07-09 16:38:19 -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
ReleaseModeModelRunner.cpp [llvm] Release-mode ML InlineAdvisor 2020-06-24 08:18:42 -07:00
ScalarEvolution.cpp [SCEV] Fix ScalarEvolution tests under NPM 2020-07-16 11:24:07 -07:00
ScalarEvolutionAliasAnalysis.cpp
ScalarEvolutionDivision.cpp [NFCI] SCEV: promote ScalarEvolutionDivision into an publicly usable class 2020-06-25 00:58:53 +03:00
ScalarEvolutionNormalization.cpp
ScopedNoAliasAA.cpp
StackLifetime.cpp [StackSafety,NFC] Don't rerun on LiveIn change 2020-06-19 21:29:31 -07:00
StackSafetyAnalysis.cpp StackSafetyAnalysis.cpp - pass ConstantRange arg as const reference. 2020-07-10 12:13:34 +01:00
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 [LLVM] Add libatomic load/store functions to TargetLibraryInfo 2020-07-18 03:18:48 +00:00
TargetTransformInfo.cpp [NFC] Separate Peeling Properties into its own struct (re-land after minor fix) 2020-07-10 18:39:30 +00:00
TFUtils.cpp [llvm][NFC] Hide the tensorflow dependency from headers. 2020-07-14 21:14:11 -07:00
Trace.cpp
TypeBasedAliasAnalysis.cpp
TypeMetadataUtils.cpp TypeMetadataUtils.h - reduce Instructions.h include to forward declaration. NFC. 2020-06-05 17:40:33 +01:00
ValueLattice.cpp [ValueLattice] Distinguish between constant ranges with/without undef. 2020-03-31 12:50:20 +01:00
ValueLatticeUtils.cpp [ValueLattice] Simplify canTrackGlobalVariableInterprocedurally (NFC). 2020-07-09 18:33:09 +01:00
ValueTracking.cpp [ValueTracking] Let isGuaranteedNotToBeUndefOrPoison use canCreateUndefOrPoison 2020-07-20 09:21:39 +09:00
VectorUtils.cpp [FPEnv] Intrinsic llvm.roundeven 2020-05-26 19:24:58 +07:00
VFABIDemangling.cpp [VFABI] Fix parsing of uniform parameters that shouldn't expect step or positional data. 2020-05-27 16:07:45 +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))

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