Index: include/llvm/ProfileData/SampleProf.h
===================================================================
--- include/llvm/ProfileData/SampleProf.h
+++ include/llvm/ProfileData/SampleProf.h
@@ -49,7 +49,8 @@
   unsupported_writing_format,
   truncated_name_table,
   not_implemented,
-  counter_overflow
+  counter_overflow,
+  ostream_seek_unsupported
 };
 
 inline std::error_code make_error_code(sampleprof_error E) {
Index: include/llvm/ProfileData/SampleProfReader.h
===================================================================
--- include/llvm/ProfileData/SampleProfReader.h
+++ include/llvm/ProfileData/SampleProfReader.h
@@ -364,7 +364,7 @@
       : SampleProfileReader(std::move(B), C, Format) {}
 
   /// Read and validate the file header.
-  std::error_code readHeader() override;
+  virtual std::error_code readHeader() override;
 
   /// Read sample profiles from the associated file.
   std::error_code read() override;
@@ -378,6 +378,10 @@
   /// \returns the read value.
   template <typename T> ErrorOr<T> readNumber();
 
+  /// Read a numeric value of type T from the profile. The value is saved
+  /// without encoded.
+  template <typename T> ErrorOr<T> readUnencodedNumber();
+
   /// Read a string from the profile.
   ///
   /// If an error occurs during decoding, a diagnostic message is emitted and
@@ -392,6 +396,9 @@
   /// Return true if we've reached the end of file.
   bool at_eof() const { return Data >= End; }
 
+  /// Read the next function profile instance.
+  std::error_code readFuncProfile();
+
   /// Read the contents of the given profile instance.
   std::error_code readProfile(FunctionSamples &FProfile);
 
@@ -436,10 +443,15 @@
 private:
   /// Function name table.
   std::vector<std::string> NameTable;
+  /// The table mapping from function name to the offset of its FunctionSample
+  /// towards file start.
+  DenseMap<StringRef, uint64_t> FuncOffsetTable;
   virtual std::error_code verifySPMagic(uint64_t Magic) override;
   virtual std::error_code readNameTable() override;
   /// Read a string indirectly via the name table.
   virtual ErrorOr<StringRef> readStringFromTable() override;
+  virtual std::error_code readHeader() override;
+  std::error_code readFuncOffsetTable();
 
 public:
   SampleProfileReaderCompactBinary(std::unique_ptr<MemoryBuffer> B,
@@ -448,6 +460,9 @@
 
   /// \brief Return true if \p Buffer is in the format supported by this class.
   static bool hasFormat(const MemoryBuffer &Buffer);
+
+  /// Read samples only for functions in FNamesSet.
+  std::error_code read(DenseSet<StringRef> &FNamesSet);
 };
 
 using InlineCallStack = SmallVector<FunctionSamples *, 10>;
Index: include/llvm/ProfileData/SampleProfWriter.h
===================================================================
--- include/llvm/ProfileData/SampleProfWriter.h
+++ include/llvm/ProfileData/SampleProfWriter.h
@@ -42,7 +42,7 @@
   /// Write all the sample profiles in the given map of samples.
   ///
   /// \returns status code of the file update operation.
-  std::error_code write(const StringMap<FunctionSamples> &ProfileMap);
+  virtual std::error_code write(const StringMap<FunctionSamples> &ProfileMap);
 
   raw_ostream &getOutputStream() { return *OutputStream; }
 
@@ -103,14 +103,15 @@
 /// Sample-based profile writer (binary format).
 class SampleProfileWriterBinary : public SampleProfileWriter {
 public:
-  std::error_code write(const FunctionSamples &S) override;
+  virtual std::error_code write(const FunctionSamples &S) override;
   SampleProfileWriterBinary(std::unique_ptr<raw_ostream> &OS)
       : SampleProfileWriter(OS) {}
 
 protected:
   virtual std::error_code writeNameTable() = 0;
   virtual std::error_code writeMagicIdent() = 0;
-  std::error_code writeHeader(const StringMap<FunctionSamples> &ProfileMap) override;
+  virtual std::error_code
+  writeHeader(const StringMap<FunctionSamples> &ProfileMap) override;
   std::error_code writeSummary();
   std::error_code writeNameIdx(StringRef FName);
   std::error_code writeBody(const FunctionSamples &S);
@@ -135,12 +136,56 @@
   virtual std::error_code writeMagicIdent() override;
 };
 
+// CompactBinary is a compact format of binary profile which both reduces
+// the profile size and the load time needed when compiling. It has two
+// major difference with Binary format.
+// 1. It represents all the strings in name table using md5 hash.
+// 2. It saves a function offset table which maps function name index to
+// the offset of its function profile to the start of the binary profile,
+// so by using the function offset table, for those function profiles which
+// will not be needed when compiling a module, the profile reader does't
+// have to read them and it saves compile time if the profile size is huge.
+// The layout of the compact format is shown as follows:
+//
+//    Part1: Profile header, the same as binary format, containing magic
+//           number, version, summary, name table...
+//    Part2: Function Offset Table Offset, which saves the position of
+//           Part4.
+//    Part3: Function profile collection
+//             function1 profile start
+//                 ....
+//             function2 profile start
+//                 ....
+//             function3 profile start
+//                 ....
+//                ......
+//    Part4: Function Offset Table
+//             function1 name index --> function1 profile start
+//             function2 name index --> function2 profile start
+//             function3 name index --> function3 profile start
+//
+// We need Part2 because profile reader can use it to find out and read
+// function offset table without reading Part3 first.
 class SampleProfileWriterCompactBinary : public SampleProfileWriterBinary {
   using SampleProfileWriterBinary::SampleProfileWriterBinary;
 
+public:
+  virtual std::error_code write(const FunctionSamples &S) override;
+  virtual std::error_code
+  write(const StringMap<FunctionSamples> &ProfileMap) override;
+
 protected:
+  /// The table mapping from function name to the offset of its FunctionSample
+  /// towards profile start.
+  MapVector<StringRef, uint64_t> FuncOffsetTable;
+  /// The offset of the slot to be filled with the offset of FuncOffsetTable
+  /// towards profile start.
+  uint64_t TableOffset;
   virtual std::error_code writeNameTable() override;
   virtual std::error_code writeMagicIdent() override;
+  virtual std::error_code
+  writeHeader(const StringMap<FunctionSamples> &ProfileMap) override;
+  std::error_code writeFuncOffsetTable();
 };
 
 } // end namespace sampleprof
Index: lib/ProfileData/SampleProfReader.cpp
===================================================================
--- lib/ProfileData/SampleProfReader.cpp
+++ lib/ProfileData/SampleProfReader.cpp
@@ -30,6 +30,7 @@
 #include "llvm/Support/ErrorOr.h"
 #include "llvm/Support/LEB128.h"
 #include "llvm/Support/LineIterator.h"
+#include "llvm/Support/MD5.h"
 #include "llvm/Support/MemoryBuffer.h"
 #include "llvm/Support/raw_ostream.h"
 #include <algorithm>
@@ -320,6 +321,21 @@
 }
 
 template <typename T>
+ErrorOr<T> SampleProfileReaderBinary::readUnencodedNumber() {
+  std::error_code EC;
+
+  if (Data + sizeof(T) > End) {
+    EC = sampleprof_error::truncated;
+    reportError(0, EC.message());
+    return EC;
+  }
+
+  using namespace support;
+  T Val = endian::readNext<T, little, unaligned>(Data);
+  return Val;
+}
+
+template <typename T>
 inline ErrorOr<uint32_t> SampleProfileReaderBinary::readStringIndex(T &Table) {
   std::error_code EC;
   auto Idx = readNumber<uint32_t>();
@@ -423,29 +439,52 @@
   return sampleprof_error::success;
 }
 
-std::error_code SampleProfileReaderBinary::read() {
-  while (!at_eof()) {
-    auto NumHeadSamples = readNumber<uint64_t>();
-    if (std::error_code EC = NumHeadSamples.getError())
-      return EC;
+std::error_code SampleProfileReaderBinary::readFuncProfile() {
+  auto NumHeadSamples = readNumber<uint64_t>();
+  if (std::error_code EC = NumHeadSamples.getError())
+    return EC;
 
-    auto FName(readStringFromTable());
-    if (std::error_code EC = FName.getError())
-      return EC;
+  auto FName(readStringFromTable());
+  if (std::error_code EC = FName.getError())
+    return EC;
 
-    Profiles[*FName] = FunctionSamples();
-    FunctionSamples &FProfile = Profiles[*FName];
-    FProfile.setName(*FName);
+  Profiles[*FName] = FunctionSamples();
+  FunctionSamples &FProfile = Profiles[*FName];
+  FProfile.setName(*FName);
 
-    FProfile.addHeadSamples(*NumHeadSamples);
+  FProfile.addHeadSamples(*NumHeadSamples);
 
-    if (std::error_code EC = readProfile(FProfile))
+  if (std::error_code EC = readProfile(FProfile))
+    return EC;
+  return sampleprof_error::success;
+}
+
+std::error_code SampleProfileReaderBinary::read() {
+  while (!at_eof()) {
+    if (std::error_code EC = readFuncProfile())
       return EC;
   }
 
   return sampleprof_error::success;
 }
 
+std::error_code
+SampleProfileReaderCompactBinary::read(DenseSet<StringRef> &FNamesSet) {
+  for (auto Name : FNamesSet) {
+    auto GUID = std::to_string(MD5Hash(Name));
+    auto iter = FuncOffsetTable.find(StringRef(GUID));
+    if (iter == FuncOffsetTable.end())
+      continue;
+    const uint8_t *SavedData = Data;
+    Data = reinterpret_cast<const uint8_t *>(Buffer->getBufferStart()) +
+           iter->second;
+    if (std::error_code EC = readFuncProfile())
+      return EC;
+    Data = SavedData;
+  }
+  return sampleprof_error::success;
+}
+
 std::error_code SampleProfileReaderRawBinary::verifySPMagic(uint64_t Magic) {
   if (Magic == SPMagic())
     return sampleprof_error::success;
@@ -514,6 +553,45 @@
   return sampleprof_error::success;
 }
 
+std::error_code SampleProfileReaderCompactBinary::readHeader() {
+  SampleProfileReaderBinary::readHeader();
+  if (std::error_code EC = readFuncOffsetTable())
+    return EC;
+  return sampleprof_error::success;
+}
+
+std::error_code SampleProfileReaderCompactBinary::readFuncOffsetTable() {
+  auto TableOffset = readUnencodedNumber<uint64_t>();
+  if (std::error_code EC = TableOffset.getError())
+    return EC;
+
+  const uint8_t *SavedData = Data;
+  const uint8_t *TableStart =
+      reinterpret_cast<const uint8_t *>(Buffer->getBufferStart()) +
+      *TableOffset;
+  Data = TableStart;
+
+  auto Size = readNumber<uint64_t>();
+  if (std::error_code EC = Size.getError())
+    return EC;
+
+  FuncOffsetTable.reserve(*Size);
+  for (uint32_t I = 0; I < *Size; ++I) {
+    auto FName(readStringFromTable());
+    if (std::error_code EC = FName.getError())
+      return EC;
+
+    auto Offset = readNumber<uint64_t>();
+    if (std::error_code EC = Offset.getError())
+      return EC;
+
+    FuncOffsetTable[*FName] = *Offset;
+  }
+  End = TableStart;
+  Data = SavedData;
+  return sampleprof_error::success;
+}
+
 std::error_code SampleProfileReaderBinary::readSummaryEntry(
     std::vector<ProfileSummaryEntry> &Entries) {
   auto Cutoff = readNumber<uint64_t>();
Index: lib/ProfileData/SampleProfWriter.cpp
===================================================================
--- lib/ProfileData/SampleProfWriter.cpp
+++ lib/ProfileData/SampleProfWriter.cpp
@@ -22,6 +22,8 @@
 #include "llvm/ADT/StringRef.h"
 #include "llvm/ProfileData/ProfileCommon.h"
 #include "llvm/ProfileData/SampleProf.h"
+#include "llvm/Support/Endian.h"
+#include "llvm/Support/EndianStream.h"
 #include "llvm/Support/ErrorOr.h"
 #include "llvm/Support/FileSystem.h"
 #include "llvm/Support/LEB128.h"
@@ -64,6 +66,15 @@
   return sampleprof_error::success;
 }
 
+std::error_code SampleProfileWriterCompactBinary::write(
+    const StringMap<FunctionSamples> &ProfileMap) {
+  if (std::error_code EC = SampleProfileWriter::write(ProfileMap))
+    return EC;
+  if (std::error_code EC = writeFuncOffsetTable())
+    return EC;
+  return sampleprof_error::success;
+}
+
 /// Write samples to a text file.
 ///
 /// Note: it may be tempting to implement this in terms of
@@ -168,6 +179,30 @@
   return sampleprof_error::success;
 }
 
+std::error_code SampleProfileWriterCompactBinary::writeFuncOffsetTable() {
+  auto &OS = *OutputStream;
+
+  // Fill the slot remembered by TableOffset with the offset of FuncOffsetTable.
+  auto &OFS = static_cast<raw_fd_ostream &>(OS);
+  uint64_t FuncOffsetTableStart = OS.tell();
+  if (OFS.seek(TableOffset) == (uint64_t)-1)
+    return sampleprof_error::ostream_seek_unsupported;
+  support::endian::Writer Writer(*OutputStream, support::little);
+  Writer.write(FuncOffsetTableStart);
+  if (OFS.seek(FuncOffsetTableStart) == (uint64_t)-1)
+    return sampleprof_error::ostream_seek_unsupported;
+
+  // Write out the table size.
+  encodeULEB128(FuncOffsetTable.size(), OS);
+
+  // Write out FuncOffsetTable.
+  for (auto entry : FuncOffsetTable) {
+    writeNameIdx(entry.first);
+    encodeULEB128(entry.second, OS);
+  }
+  return sampleprof_error::success;
+}
+
 std::error_code SampleProfileWriterCompactBinary::writeNameTable() {
   auto &OS = *OutputStream;
   std::set<StringRef> V;
@@ -215,6 +250,19 @@
   return sampleprof_error::success;
 }
 
+std::error_code SampleProfileWriterCompactBinary::writeHeader(
+    const StringMap<FunctionSamples> &ProfileMap) {
+  support::endian::Writer Writer(*OutputStream, support::little);
+  if (auto EC = SampleProfileWriterBinary::writeHeader(ProfileMap))
+    return EC;
+
+  // Reserve a slot for the offset of function offset table. The slot will
+  // be populated with the offset of FuncOffsetTable later.
+  TableOffset = OutputStream->tell();
+  Writer.write(static_cast<uint64_t>(-2));
+  return sampleprof_error::success;
+}
+
 std::error_code SampleProfileWriterBinary::writeSummary() {
   auto &OS = *OutputStream;
   encodeULEB128(Summary->getTotalCount(), OS);
@@ -283,6 +331,15 @@
   return writeBody(S);
 }
 
+std::error_code
+SampleProfileWriterCompactBinary::write(const FunctionSamples &S) {
+  uint64_t Offset = OutputStream->tell();
+  StringRef Name = S.getName();
+  FuncOffsetTable[Name] = Offset;
+  encodeULEB128(S.getHeadSamples(), *OutputStream);
+  return writeBody(S);
+}
+
 /// Create a sample profile file writer based on the specified format.
 ///
 /// \param Filename The file to create.
Index: lib/Transforms/IPO/SampleProfile.cpp
===================================================================
--- lib/Transforms/IPO/SampleProfile.cpp
+++ lib/Transforms/IPO/SampleProfile.cpp
@@ -1506,6 +1506,15 @@
 INITIALIZE_PASS_END(SampleProfileLoaderLegacyPass, "sample-profile",
                     "Sample Profile loader", false, false)
 
+static std::unique_ptr<DenseSet<StringRef>> collectFuncNames(Module &M) {
+  auto Ptr = make_unique<DenseSet<StringRef>>();
+  for (auto &F : M) {
+    StringRef Fname = F.getName().split('.').first;
+    Ptr->insert(Fname);
+  }
+  return Ptr;
+}
+
 bool SampleProfileLoader::doInitialization(Module &M) {
   auto &Ctx = M.getContext();
   auto ReaderOrErr = SampleProfileReader::create(Filename, Ctx);
@@ -1514,8 +1523,16 @@
     Ctx.diagnose(DiagnosticInfoSampleProfile(Filename, Msg));
     return false;
   }
+  std::unique_ptr<DenseSet<StringRef>> FuncNamesSetPtr = collectFuncNames(M);
   Reader = std::move(ReaderOrErr.get());
-  ProfileIsValid = (Reader->read() == sampleprof_error::success);
+  if (Reader->getFormat() == SPF_Compact_Binary) {
+    SampleProfileReaderCompactBinary *CompactBinaryReader =
+        static_cast<SampleProfileReaderCompactBinary *>(&*Reader);
+    ProfileIsValid = (CompactBinaryReader->read(*FuncNamesSetPtr) ==
+                      sampleprof_error::success);
+  } else {
+    ProfileIsValid = (Reader->read() == sampleprof_error::success);
+  }
   return true;
 }
 
Index: unittests/ProfileData/SampleProfTest.cpp
===================================================================
--- unittests/ProfileData/SampleProfTest.cpp
+++ unittests/ProfileData/SampleProfTest.cpp
@@ -36,14 +36,17 @@
 namespace {
 
 struct SampleProfTest : ::testing::Test {
-  std::string Data;
   LLVMContext Context;
+  std::string Profile;
   std::unique_ptr<raw_ostream> OS;
   std::unique_ptr<SampleProfileWriter> Writer;
   std::unique_ptr<SampleProfileReader> Reader;
+  std::error_code EC;
 
   SampleProfTest()
-      : Data(), OS(new raw_string_ostream(Data)), Writer(), Reader() {}
+      : Profile("profile"),
+        OS(new raw_fd_ostream(Profile, EC, sys::fs::F_None)), Writer(),
+        Reader() {}
 
   void createWriter(SampleProfileFormat Format) {
     auto WriterOrErr = SampleProfileWriter::create(OS, Format);
@@ -51,7 +54,7 @@
     Writer = std::move(WriterOrErr.get());
   }
 
-  void readProfile(std::unique_ptr<MemoryBuffer> &Profile) {
+  void readProfile() {
     auto ReaderOrErr = SampleProfileReader::create(Profile, Context);
     ASSERT_TRUE(NoError(ReaderOrErr.getError()));
     Reader = std::move(ReaderOrErr.get());
@@ -93,8 +96,7 @@
 
     Writer->getOutputStream().flush();
 
-    auto Profile = MemoryBuffer::getMemBufferCopy(Data);
-    readProfile(Profile);
+    readProfile();
 
     EC = Reader->read();
     ASSERT_TRUE(NoError(EC));