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d0d8d6462a
I'm adding new functionality in the sample profiler. This will require more data to be kept around for each function, so I moved the structure SampleProfile that we keep for each function into a separate class. There are no functional changes in this patch. It simply provides a new home where to place all the new data that I need to propagate weights through edges. There are some other name and minor edits throughout. git-svn-id: https://llvm.org/svn/llvm-project/llvm/trunk@195780 91177308-0d34-0410-b5e6-96231b3b80d8
493 lines
17 KiB
C++
493 lines
17 KiB
C++
//===- SampleProfile.cpp - Incorporate sample profiles into the IR --------===//
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//
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// The LLVM Compiler Infrastructure
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//
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// This file is distributed under the University of Illinois Open Source
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// License. See LICENSE.TXT for details.
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//
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//===----------------------------------------------------------------------===//
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//
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// This file implements the SampleProfileLoader transformation. This pass
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// reads a profile file generated by a sampling profiler (e.g. Linux Perf -
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// http://perf.wiki.kernel.org/) and generates IR metadata to reflect the
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// profile information in the given profile.
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//
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// This pass generates branch weight annotations on the IR:
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//
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// - prof: Represents branch weights. This annotation is added to branches
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// to indicate the weights of each edge coming out of the branch.
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// The weight of each edge is the weight of the target block for
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// that edge. The weight of a block B is computed as the maximum
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// number of samples found in B.
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//
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//===----------------------------------------------------------------------===//
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#define DEBUG_TYPE "sample-profile"
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#include "llvm/ADT/DenseMap.h"
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#include "llvm/ADT/OwningPtr.h"
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#include "llvm/ADT/StringMap.h"
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#include "llvm/ADT/StringRef.h"
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#include "llvm/DebugInfo/DIContext.h"
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#include "llvm/IR/Constants.h"
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#include "llvm/IR/Function.h"
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#include "llvm/IR/Instructions.h"
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#include "llvm/IR/LLVMContext.h"
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#include "llvm/IR/Metadata.h"
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#include "llvm/IR/MDBuilder.h"
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#include "llvm/IR/Module.h"
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#include "llvm/Pass.h"
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#include "llvm/Support/CommandLine.h"
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#include "llvm/Support/Debug.h"
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#include "llvm/Support/InstIterator.h"
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#include "llvm/Support/MemoryBuffer.h"
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#include "llvm/Support/Regex.h"
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#include "llvm/Support/raw_ostream.h"
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#include "llvm/Transforms/Scalar.h"
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using namespace llvm;
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// Command line option to specify the file to read samples from. This is
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// mainly used for debugging.
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static cl::opt<std::string> SampleProfileFile(
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"sample-profile-file", cl::init(""), cl::value_desc("filename"),
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cl::desc("Profile file loaded by -sample-profile"), cl::Hidden);
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namespace {
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typedef DenseMap<uint32_t, uint32_t> BodySampleMap;
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typedef DenseMap<BasicBlock *, uint32_t> BlockWeightMap;
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/// \brief Representation of the runtime profile for a function.
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///
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/// This data structure contains the runtime profile for a given
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/// function. It contains the total number of samples collected
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/// in the function and a map of samples collected in every statement.
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class SampleFunctionProfile {
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public:
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SampleFunctionProfile() : TotalSamples(0), TotalHeadSamples(0) {}
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bool emitAnnotations(Function &F);
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uint32_t getInstWeight(Instruction &I, unsigned FirstLineno,
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BodySampleMap &BodySamples);
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uint32_t computeBlockWeight(BasicBlock *B, unsigned FirstLineno,
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BodySampleMap &BodySamples);
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void addTotalSamples(unsigned Num) { TotalSamples += Num; }
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void addHeadSamples(unsigned Num) { TotalHeadSamples += Num; }
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void addBodySamples(unsigned LineOffset, unsigned Num) {
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BodySamples[LineOffset] += Num;
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}
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void print(raw_ostream &OS);
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protected:
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/// \brief Total number of samples collected inside this function.
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///
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/// Samples are cumulative, they include all the samples collected
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/// inside this function and all its inlined callees.
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unsigned TotalSamples;
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// \brief Total number of samples collected at the head of the function.
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unsigned TotalHeadSamples;
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/// \brief Map line offsets to collected samples.
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///
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/// Each entry in this map contains the number of samples
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/// collected at the corresponding line offset. All line locations
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/// are an offset from the start of the function.
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BodySampleMap BodySamples;
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/// \brief Map basic blocks to their computed weights.
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///
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/// The weight of a basic block is defined to be the maximum
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/// of all the instruction weights in that block.
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BlockWeightMap BlockWeights;
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};
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/// \brief Sample-based profile reader.
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///
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/// Each profile contains sample counts for all the functions
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/// executed. Inside each function, statements are annotated with the
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/// collected samples on all the instructions associated with that
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/// statement.
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///
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/// For this to produce meaningful data, the program needs to be
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/// compiled with some debug information (at minimum, line numbers:
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/// -gline-tables-only). Otherwise, it will be impossible to match IR
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/// instructions to the line numbers collected by the profiler.
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///
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/// From the profile file, we are interested in collecting the
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/// following information:
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///
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/// * A list of functions included in the profile (mangled names).
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///
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/// * For each function F:
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/// 1. The total number of samples collected in F.
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///
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/// 2. The samples collected at each line in F. To provide some
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/// protection against source code shuffling, line numbers should
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/// be relative to the start of the function.
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class SampleModuleProfile {
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public:
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SampleModuleProfile(StringRef F) : Profiles(0), Filename(F) {}
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void dump();
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void loadText();
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void loadNative() { llvm_unreachable("not implemented"); }
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void printFunctionProfile(raw_ostream &OS, StringRef FName);
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void dumpFunctionProfile(StringRef FName);
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SampleFunctionProfile &getProfile(const Function &F) {
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return Profiles[F.getName()];
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}
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protected:
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/// \brief Map every function to its associated profile.
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///
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/// The profile of every function executed at runtime is collected
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/// in the structure SampleFunctionProfile. This maps function objects
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/// to their corresponding profiles.
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StringMap<SampleFunctionProfile> Profiles;
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/// \brief Path name to the file holding the profile data.
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///
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/// The format of this file is defined by each profiler
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/// independently. If possible, the profiler should have a text
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/// version of the profile format to be used in constructing test
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/// cases and debugging.
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StringRef Filename;
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};
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/// \brief Loader class for text-based profiles.
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///
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/// This class defines a simple interface to read text files containing
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/// profiles. It keeps track of line number information and location of
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/// the file pointer. Users of this class are responsible for actually
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/// parsing the lines returned by the readLine function.
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///
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/// TODO - This does not really belong here. It is a generic text file
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/// reader. It should be moved to the Support library and made more general.
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class ExternalProfileTextLoader {
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public:
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ExternalProfileTextLoader(StringRef F) : Filename(F) {
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error_code EC;
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EC = MemoryBuffer::getFile(Filename, Buffer);
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if (EC)
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report_fatal_error("Could not open profile file " + Filename + ": " +
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EC.message());
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FP = Buffer->getBufferStart();
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Lineno = 0;
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}
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/// \brief Read a line from the mapped file.
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StringRef readLine() {
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size_t Length = 0;
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const char *start = FP;
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while (FP != Buffer->getBufferEnd() && *FP != '\n') {
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Length++;
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FP++;
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}
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if (FP != Buffer->getBufferEnd())
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FP++;
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Lineno++;
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return StringRef(start, Length);
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}
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/// \brief Return true, if we've reached EOF.
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bool atEOF() const { return FP == Buffer->getBufferEnd(); }
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/// \brief Report a parse error message and stop compilation.
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void reportParseError(Twine Msg) const {
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report_fatal_error(Filename + ":" + Twine(Lineno) + ": " + Msg + "\n");
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}
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private:
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/// \brief Memory buffer holding the text file.
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OwningPtr<MemoryBuffer> Buffer;
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/// \brief Current position into the memory buffer.
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const char *FP;
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/// \brief Current line number.
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int64_t Lineno;
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/// \brief Path name where to the profile file.
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StringRef Filename;
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};
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/// \brief Sample profile pass.
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///
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/// This pass reads profile data from the file specified by
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/// -sample-profile-file and annotates every affected function with the
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/// profile information found in that file.
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class SampleProfileLoader : public FunctionPass {
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public:
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// Class identification, replacement for typeinfo
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static char ID;
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SampleProfileLoader(StringRef Name = SampleProfileFile)
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: FunctionPass(ID), Profiler(0), Filename(Name) {
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initializeSampleProfileLoaderPass(*PassRegistry::getPassRegistry());
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}
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virtual bool doInitialization(Module &M);
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void dump() { Profiler->dump(); }
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virtual const char *getPassName() const { return "Sample profile pass"; }
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virtual bool runOnFunction(Function &F);
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virtual void getAnalysisUsage(AnalysisUsage &AU) const {
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AU.setPreservesCFG();
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}
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protected:
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/// \brief Profile reader object.
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OwningPtr<SampleModuleProfile> Profiler;
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/// \brief Name of the profile file to load.
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StringRef Filename;
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};
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}
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/// \brief Print this function profile on stream \p OS.
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///
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/// \param OS Stream to emit the output to.
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void SampleFunctionProfile::print(raw_ostream &OS) {
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OS << TotalSamples << ", " << TotalHeadSamples << ", " << BodySamples.size()
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<< " sampled lines\n";
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for (BodySampleMap::const_iterator SI = BodySamples.begin(),
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SE = BodySamples.end();
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SI != SE; ++SI)
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OS << "\tline offset: " << SI->first
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<< ", number of samples: " << SI->second << "\n";
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OS << "\n";
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}
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/// \brief Print the function profile for \p FName on stream \p OS.
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///
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/// \param OS Stream to emit the output to.
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/// \param FName Name of the function to print.
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void SampleModuleProfile::printFunctionProfile(raw_ostream &OS,
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StringRef FName) {
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OS << "Function: " << FName << ":\n";
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Profiles[FName].print(OS);
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}
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/// \brief Dump the function profile for \p FName.
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///
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/// \param FName Name of the function to print.
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void SampleModuleProfile::dumpFunctionProfile(StringRef FName) {
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printFunctionProfile(dbgs(), FName);
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}
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/// \brief Dump all the function profiles found.
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void SampleModuleProfile::dump() {
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for (StringMap<SampleFunctionProfile>::const_iterator I = Profiles.begin(),
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E = Profiles.end();
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I != E; ++I)
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dumpFunctionProfile(I->getKey());
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}
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/// \brief Load samples from a text file.
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///
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/// The file is divided in two segments:
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///
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/// Symbol table (represented with the string "symbol table")
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/// Number of symbols in the table
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/// symbol 1
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/// symbol 2
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/// ...
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/// symbol N
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///
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/// Function body profiles
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/// function1:total_samples:total_head_samples:number_of_locations
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/// location_offset_1: number_of_samples
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/// location_offset_2: number_of_samples
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/// ...
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/// location_offset_N: number_of_samples
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///
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/// Function names must be mangled in order for the profile loader to
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/// match them in the current translation unit.
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///
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/// Since this is a flat profile, a function that shows up more than
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/// once gets all its samples aggregated across all its instances.
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/// TODO - flat profiles are too imprecise to provide good optimization
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/// opportunities. Convert them to context-sensitive profile.
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///
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/// This textual representation is useful to generate unit tests and
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/// for debugging purposes, but it should not be used to generate
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/// profiles for large programs, as the representation is extremely
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/// inefficient.
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void SampleModuleProfile::loadText() {
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ExternalProfileTextLoader Loader(Filename);
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// Read the symbol table.
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StringRef Line = Loader.readLine();
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if (Line != "symbol table")
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Loader.reportParseError("Expected 'symbol table', found " + Line);
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int NumSymbols;
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Line = Loader.readLine();
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if (Line.getAsInteger(10, NumSymbols))
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Loader.reportParseError("Expected a number, found " + Line);
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for (int I = 0; I < NumSymbols; I++)
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Profiles[Loader.readLine()] = SampleFunctionProfile();
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// Read the profile of each function. Since each function may be
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// mentioned more than once, and we are collecting flat profiles,
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// accumulate samples as we parse them.
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Regex HeadRE("^([^:]+):([0-9]+):([0-9]+):([0-9]+)$");
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Regex LineSample("^([0-9]+): ([0-9]+)$");
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while (!Loader.atEOF()) {
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SmallVector<StringRef, 4> Matches;
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Line = Loader.readLine();
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if (!HeadRE.match(Line, &Matches))
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Loader.reportParseError("Expected 'mangled_name:NUM:NUM:NUM', found " +
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Line);
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assert(Matches.size() == 5);
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StringRef FName = Matches[1];
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unsigned NumSamples, NumHeadSamples, NumSampledLines;
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Matches[2].getAsInteger(10, NumSamples);
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Matches[3].getAsInteger(10, NumHeadSamples);
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Matches[4].getAsInteger(10, NumSampledLines);
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SampleFunctionProfile &FProfile = Profiles[FName];
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FProfile.addTotalSamples(NumSamples);
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FProfile.addHeadSamples(NumHeadSamples);
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unsigned I;
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for (I = 0; I < NumSampledLines && !Loader.atEOF(); I++) {
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Line = Loader.readLine();
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if (!LineSample.match(Line, &Matches))
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Loader.reportParseError("Expected 'NUM: NUM', found " + Line);
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assert(Matches.size() == 3);
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unsigned LineOffset, NumSamples;
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Matches[1].getAsInteger(10, LineOffset);
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Matches[2].getAsInteger(10, NumSamples);
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FProfile.addBodySamples(LineOffset, NumSamples);
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}
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if (I < NumSampledLines)
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Loader.reportParseError("Unexpected end of file");
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}
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}
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char SampleProfileLoader::ID = 0;
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INITIALIZE_PASS(SampleProfileLoader, "sample-profile", "Sample Profile loader",
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false, false)
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bool SampleProfileLoader::doInitialization(Module &M) {
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Profiler.reset(new SampleModuleProfile(Filename));
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Profiler->loadText();
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return true;
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}
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FunctionPass *llvm::createSampleProfileLoaderPass() {
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return new SampleProfileLoader(SampleProfileFile);
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}
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FunctionPass *llvm::createSampleProfileLoaderPass(StringRef Name) {
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return new SampleProfileLoader(Name);
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}
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/// \brief Get the weight for an instruction.
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///
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/// The "weight" of an instruction \p Inst is the number of samples
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/// collected on that instruction at runtime. To retrieve it, we
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/// need to compute the line number of \p Inst relative to the start of its
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/// function. We use \p FirstLineno to compute the offset. We then
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/// look up the samples collected for \p Inst using \p BodySamples.
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///
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/// \param Inst Instruction to query.
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/// \param FirstLineno Line number of the first instruction in the function.
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/// \param BodySamples Map of relative source line locations to samples.
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///
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/// \returns The profiled weight of I.
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uint32_t SampleFunctionProfile::getInstWeight(Instruction &Inst,
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unsigned FirstLineno,
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BodySampleMap &BodySamples) {
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unsigned LOffset = Inst.getDebugLoc().getLine() - FirstLineno + 1;
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return BodySamples.lookup(LOffset);
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}
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/// \brief Compute the weight of a basic block.
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///
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/// The weight of basic block \p B is the maximum weight of all the
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/// instructions in B.
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///
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/// \param B The basic block to query.
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/// \param FirstLineno The line number for the first line in the
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/// function holding B.
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/// \param BodySamples The map containing all the samples collected in that
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/// function.
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///
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/// \returns The computed weight of B.
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uint32_t SampleFunctionProfile::computeBlockWeight(BasicBlock *B,
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unsigned FirstLineno,
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BodySampleMap &BodySamples) {
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// If we've computed B's weight before, return it.
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std::pair<BlockWeightMap::iterator, bool> Entry =
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BlockWeights.insert(std::make_pair(B, 0));
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if (!Entry.second)
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return Entry.first->second;
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// Otherwise, compute and cache B's weight.
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uint32_t Weight = 0;
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for (BasicBlock::iterator I = B->begin(), E = B->end(); I != E; ++I) {
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uint32_t InstWeight = getInstWeight(*I, FirstLineno, BodySamples);
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if (InstWeight > Weight)
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Weight = InstWeight;
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}
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Entry.first->second = Weight;
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return Weight;
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}
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/// \brief Generate branch weight metadata for all branches in \p F.
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///
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/// For every branch instruction B in \p F, we compute the weight of the
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/// target block for each of the edges out of B. This is the weight
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/// that we associate with that branch.
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///
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/// TODO - This weight assignment will most likely be wrong if the
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/// target branch has more than two predecessors. This needs to be done
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/// using some form of flow propagation.
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///
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/// Once all the branch weights are computed, we emit the MD_prof
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/// metadata on B using the computed values.
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///
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/// \param F The function to query.
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bool SampleFunctionProfile::emitAnnotations(Function &F) {
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bool Changed = false;
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unsigned FirstLineno = inst_begin(F)->getDebugLoc().getLine();
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MDBuilder MDB(F.getContext());
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// Clear the block weights cache.
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BlockWeights.clear();
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// When we find a branch instruction: For each edge E out of the branch,
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// the weight of E is the weight of the target block.
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for (Function::iterator I = F.begin(), E = F.end(); I != E; ++I) {
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BasicBlock *B = I;
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TerminatorInst *TI = B->getTerminator();
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if (TI->getNumSuccessors() == 1)
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continue;
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if (!isa<BranchInst>(TI) && !isa<SwitchInst>(TI))
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continue;
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SmallVector<uint32_t, 4> Weights;
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unsigned NSuccs = TI->getNumSuccessors();
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for (unsigned I = 0; I < NSuccs; ++I) {
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BasicBlock *Succ = TI->getSuccessor(I);
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uint32_t Weight = computeBlockWeight(Succ, FirstLineno, BodySamples);
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Weights.push_back(Weight);
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}
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TI->setMetadata(llvm::LLVMContext::MD_prof,
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MDB.createBranchWeights(Weights));
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Changed = true;
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}
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return Changed;
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}
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bool SampleProfileLoader::runOnFunction(Function &F) {
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return Profiler->getProfile(F).emitAnnotations(F);
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}
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