diff --git a/compiler-rt/lib/profile/InstrProfiling.h b/compiler-rt/lib/profile/InstrProfiling.h
index 7f0c0c194dc91..eaa4ab52c243d 100644
--- a/compiler-rt/lib/profile/InstrProfiling.h
+++ b/compiler-rt/lib/profile/InstrProfiling.h
@@ -304,6 +304,17 @@ int __llvm_profile_get_padding_sizes_for_counters(
  */
 void __llvm_profile_set_dumped(void);
 
+/*!
+ * \brief Write custom target-specific profiling data to a seperate file.
+ * Used by offload PGO.
+ */
+int __llvm_write_custom_profile(const char *Target,
+                                const __llvm_profile_data *DataBegin,
+                                const __llvm_profile_data *DataEnd,
+                                const char *CountersBegin,
+                                const char *CountersEnd, const char *NamesBegin,
+                                const char *NamesEnd);
+
 /*!
  * This variable is defined in InstrProfilingRuntime.cpp as a hidden
  * symbol. Its main purpose is to enable profile runtime user to
diff --git a/compiler-rt/lib/profile/InstrProfilingFile.c b/compiler-rt/lib/profile/InstrProfilingFile.c
index 343063fd6b754..503d159fd9817 100644
--- a/compiler-rt/lib/profile/InstrProfilingFile.c
+++ b/compiler-rt/lib/profile/InstrProfilingFile.c
@@ -541,6 +541,17 @@ static FILE *getFileObject(const char *OutputName) {
   return fopen(OutputName, "ab");
 }
 
+static void closeFileObject(FILE *OutputFile) {
+  if (OutputFile == getProfileFile()) {
+    fflush(OutputFile);
+    if (doMerging() && !__llvm_profile_is_continuous_mode_enabled()) {
+      lprofUnlockFileHandle(OutputFile);
+    }
+  } else {
+    fclose(OutputFile);
+  }
+}
+
 /* Write profile data to file \c OutputName.  */
 static int writeFile(const char *OutputName) {
   int RetVal;
@@ -562,15 +573,7 @@ static int writeFile(const char *OutputName) {
   initFileWriter(&fileWriter, OutputFile);
   RetVal = lprofWriteData(&fileWriter, lprofGetVPDataReader(), MergeDone);
 
-  if (OutputFile == getProfileFile()) {
-    fflush(OutputFile);
-    if (doMerging() && !__llvm_profile_is_continuous_mode_enabled()) {
-      lprofUnlockFileHandle(OutputFile);
-    }
-  } else {
-    fclose(OutputFile);
-  }
-
+  closeFileObject(OutputFile);
   return RetVal;
 }
 
@@ -1359,4 +1362,107 @@ COMPILER_RT_VISIBILITY int __llvm_profile_set_file_object(FILE *File,
   return 0;
 }
 
+int __llvm_write_custom_profile(const char *Target,
+                                const __llvm_profile_data *DataBegin,
+                                const __llvm_profile_data *DataEnd,
+                                const char *CountersBegin,
+                                const char *CountersEnd, const char *NamesBegin,
+                                const char *NamesEnd) {
+  int ReturnValue = 0, FilenameLength, TargetLength;
+  char *FilenameBuf, *TargetFilename;
+  const char *Filename;
+
+  /* Save old profile data */
+  FILE *oldFile = getProfileFile();
+
+  // Temporarily suspend getting SIGKILL when the parent exits.
+  int PDeathSig = lprofSuspendSigKill();
+
+  if (lprofProfileDumped() || __llvm_profile_is_continuous_mode_enabled()) {
+    PROF_NOTE("Profile data not written to file: %s.\n", "already written");
+    if (PDeathSig == 1)
+      lprofRestoreSigKill();
+    return 0;
+  }
+
+  /* Check if there is llvm/runtime version mismatch.  */
+  if (GET_VERSION(__llvm_profile_get_version()) != INSTR_PROF_RAW_VERSION) {
+    PROF_ERR("Runtime and instrumentation version mismatch : "
+             "expected %d, but get %d\n",
+             INSTR_PROF_RAW_VERSION,
+             (int)GET_VERSION(__llvm_profile_get_version()));
+    if (PDeathSig == 1)
+      lprofRestoreSigKill();
+    return -1;
+  }
+
+  /* Get current filename */
+  FilenameLength = getCurFilenameLength();
+  FilenameBuf = (char *)COMPILER_RT_ALLOCA(FilenameLength + 1);
+  Filename = getCurFilename(FilenameBuf, 0);
+
+  /* Check the filename. */
+  if (!Filename) {
+    PROF_ERR("Failed to write file : %s\n", "Filename not set");
+    if (PDeathSig == 1)
+      lprofRestoreSigKill();
+    return -1;
+  }
+
+  /* Allocate new space for our target-specific PGO filename */
+  TargetLength = strlen(Target);
+  TargetFilename =
+      (char *)COMPILER_RT_ALLOCA(FilenameLength + TargetLength + 2);
+
+  /* Find file basename and path sizes */
+  int32_t DirEnd = FilenameLength - 1;
+  while (DirEnd >= 0 && !IS_DIR_SEPARATOR(Filename[DirEnd])) {
+    DirEnd--;
+  }
+  uint32_t DirSize = DirEnd + 1, BaseSize = FilenameLength - DirSize;
+
+  /* Prepend "TARGET." to current filename */
+  if (DirSize > 0) {
+    memcpy(TargetFilename, Filename, DirSize);
+  }
+  memcpy(TargetFilename + DirSize, Target, TargetLength);
+  TargetFilename[TargetLength + DirSize] = '.';
+  memcpy(TargetFilename + DirSize + 1 + TargetLength, Filename + DirSize,
+         BaseSize);
+  TargetFilename[FilenameLength + 1 + TargetLength] = 0;
+
+  /* Open and truncate target-specific PGO file */
+  FILE *OutputFile = fopen(TargetFilename, "w");
+  setProfileFile(OutputFile);
+
+  if (!OutputFile) {
+    PROF_ERR("Failed to open file : %s\n", TargetFilename);
+    if (PDeathSig == 1)
+      lprofRestoreSigKill();
+    return -1;
+  }
+
+  FreeHook = &free;
+  setupIOBuffer();
+
+  /* Write custom data */
+  ProfDataWriter fileWriter;
+  initFileWriter(&fileWriter, OutputFile);
+
+  /* Write custom data to the file */
+  ReturnValue = lprofWriteDataImpl(
+      &fileWriter, DataBegin, DataEnd, CountersBegin, CountersEnd, NULL, NULL,
+      lprofGetVPDataReader(), NULL, NULL, NULL, NULL, NamesBegin, NamesEnd, 0);
+  closeFileObject(OutputFile);
+
+  // Restore SIGKILL.
+  if (PDeathSig == 1)
+    lprofRestoreSigKill();
+
+  /* Restore old profiling file */
+  setProfileFile(oldFile);
+
+  return ReturnValue;
+}
+
 #endif
diff --git a/offload/include/Shared/Environment.h b/offload/include/Shared/Environment.h
index 147583c209fc3..db8443a7be933 100644
--- a/offload/include/Shared/Environment.h
+++ b/offload/include/Shared/Environment.h
@@ -30,6 +30,7 @@ enum class DeviceDebugKind : uint32_t {
   FunctionTracing = 1U << 1,
   CommonIssues = 1U << 2,
   AllocationTracker = 1U << 3,
+  PGODump = 1U << 4,
 };
 
 struct DeviceEnvironmentTy {
diff --git a/offload/plugins-nextgen/common/include/GlobalHandler.h b/offload/plugins-nextgen/common/include/GlobalHandler.h
index 7c7e6de613c9f..e030ab9e6b61f 100644
--- a/offload/plugins-nextgen/common/include/GlobalHandler.h
+++ b/offload/plugins-nextgen/common/include/GlobalHandler.h
@@ -63,14 +63,22 @@ struct __llvm_profile_data {
 #include "llvm/ProfileData/InstrProfData.inc"
 };
 
+extern "C" {
+extern int __attribute__((weak)) __llvm_write_custom_profile(
+    const char *Target, const __llvm_profile_data *DataBegin,
+    const __llvm_profile_data *DataEnd, const char *CountersBegin,
+    const char *CountersEnd, const char *NamesBegin, const char *NamesEnd);
+}
+
 /// PGO profiling data extracted from a GPU device
 struct GPUProfGlobals {
-  SmallVector<uint8_t> NamesData;
-  SmallVector<SmallVector<int64_t>> Counts;
+  SmallVector<int64_t> Counts;
   SmallVector<__llvm_profile_data> Data;
+  SmallVector<uint8_t> NamesData;
   Triple TargetTriple;
 
   void dump() const;
+  Error write() const;
 };
 
 /// Subclass of GlobalTy that holds the memory for a global of \p Ty.
diff --git a/offload/plugins-nextgen/common/src/GlobalHandler.cpp b/offload/plugins-nextgen/common/src/GlobalHandler.cpp
index 8854fc52205a7..8783490831e25 100644
--- a/offload/plugins-nextgen/common/src/GlobalHandler.cpp
+++ b/offload/plugins-nextgen/common/src/GlobalHandler.cpp
@@ -206,7 +206,7 @@ GenericGlobalHandlerTy::readProfilingGlobals(GenericDeviceTy &Device,
       GlobalTy CountGlobal(NameOrErr->str(), Sym.getSize(), Counts.data());
       if (auto Err = readGlobalFromDevice(Device, Image, CountGlobal))
         return Err;
-      DeviceProfileData.Counts.push_back(std::move(Counts));
+      DeviceProfileData.Counts.append(std::move(Counts));
     } else if (NameOrErr->starts_with(getInstrProfDataVarPrefix())) {
       // Read profiling data for this global variable
       __llvm_profile_data Data{};
@@ -224,15 +224,14 @@ void GPUProfGlobals::dump() const {
          << "\n";
 
   outs() << "======== Counters =========\n";
-  for (const auto &Count : Counts) {
-    outs() << "[";
-    for (size_t i = 0; i < Count.size(); i++) {
-      if (i == 0)
-        outs() << " ";
-      outs() << Count[i] << " ";
-    }
-    outs() << "]\n";
+  for (size_t i = 0; i < Counts.size(); i++) {
+    if (i > 0 && i % 10 == 0)
+      outs() << "\n";
+    else if (i != 0)
+      outs() << " ";
+    outs() << Counts[i];
   }
+  outs() << "\n";
 
   outs() << "========== Data ===========\n";
   for (const auto &ProfData : Data) {
@@ -264,3 +263,43 @@ void GPUProfGlobals::dump() const {
   Symtab.dumpNames(outs());
   outs() << "===========================\n";
 }
+
+Error GPUProfGlobals::write() const {
+  if (!__llvm_write_custom_profile)
+    return Plugin::error("Could not find symbol __llvm_write_custom_profile. "
+                         "The compiler-rt profiling library must be linked for "
+                         "GPU PGO to work.");
+
+  size_t DataSize = Data.size() * sizeof(__llvm_profile_data),
+         CountsSize = Counts.size() * sizeof(int64_t);
+  __llvm_profile_data *DataBegin, *DataEnd;
+  char *CountersBegin, *CountersEnd, *NamesBegin, *NamesEnd;
+
+  // Initialize array of contiguous data. We need to make sure each section is
+  // contiguous so that the PGO library can compute deltas properly
+  SmallVector<uint8_t> ContiguousData(NamesData.size() + DataSize + CountsSize);
+
+  // Compute region pointers
+  DataBegin = (__llvm_profile_data *)(ContiguousData.data() + CountsSize);
+  DataEnd =
+      (__llvm_profile_data *)(ContiguousData.data() + CountsSize + DataSize);
+  CountersBegin = (char *)ContiguousData.data();
+  CountersEnd = (char *)(ContiguousData.data() + CountsSize);
+  NamesBegin = (char *)(ContiguousData.data() + CountsSize + DataSize);
+  NamesEnd = (char *)(ContiguousData.data() + CountsSize + DataSize +
+                      NamesData.size());
+
+  // Copy data to contiguous buffer
+  memcpy(DataBegin, Data.data(), DataSize);
+  memcpy(CountersBegin, Counts.data(), CountsSize);
+  memcpy(NamesBegin, NamesData.data(), NamesData.size());
+
+  // Invoke compiler-rt entrypoint
+  int result = __llvm_write_custom_profile(TargetTriple.str().c_str(),
+                                           DataBegin, DataEnd, CountersBegin,
+                                           CountersEnd, NamesBegin, NamesEnd);
+  if (result != 0)
+    return Plugin::error("Error writing GPU PGO data to file");
+
+  return Plugin::success();
+}
diff --git a/offload/plugins-nextgen/common/src/PluginInterface.cpp b/offload/plugins-nextgen/common/src/PluginInterface.cpp
index 48c9b671c1a91..bb3fc77258f3e 100644
--- a/offload/plugins-nextgen/common/src/PluginInterface.cpp
+++ b/offload/plugins-nextgen/common/src/PluginInterface.cpp
@@ -861,8 +861,14 @@ Error GenericDeviceTy::deinit(GenericPluginTy &Plugin) {
     if (!ProfOrErr)
       return ProfOrErr.takeError();
 
-    // TODO: write data to profiling file
-    ProfOrErr->dump();
+    // Dump out profdata
+    if ((OMPX_DebugKind.get() & uint32_t(DeviceDebugKind::PGODump)) ==
+        uint32_t(DeviceDebugKind::PGODump))
+      ProfOrErr->dump();
+
+    // Write data to profiling file
+    if (auto Err = ProfOrErr->write())
+      return Err;
   }
 
   // Delete the memory manager before deinitializing the device. Otherwise,
diff --git a/offload/test/lit.cfg b/offload/test/lit.cfg
index 658ae5f9653ba..1e265d2c30904 100644
--- a/offload/test/lit.cfg
+++ b/offload/test/lit.cfg
@@ -112,8 +112,10 @@ config.available_features.add(config.libomptarget_current_target)
 if config.libomptarget_has_libc:
   config.available_features.add('libc')
 
+profdata_path = os.path.join(config.bin_llvm_tools_dir, "llvm-profdata")
 if config.libomptarget_test_pgo:
   config.available_features.add('pgo')
+  config.substitutions.append(("%profdata", profdata_path))
 
 # Determine whether the test system supports unified memory.
 # For CUDA, this is the case with compute capability 70 (Volta) or higher.
@@ -407,6 +409,8 @@ if config.test_fortran_compiler:
     config.available_features.add('flang')
     config.substitutions.append(("%flang", config.test_fortran_compiler))
 
+config.substitutions.append(("%target_triple", config.libomptarget_current_target))
+
 config.substitutions.append(("%openmp_flags", config.test_openmp_flags))
 if config.libomptarget_current_target.startswith('nvptx') and config.cuda_path:
     config.substitutions.append(("%cuda_flags", "--cuda-path=" + config.cuda_path))
diff --git a/offload/test/lit.site.cfg.in b/offload/test/lit.site.cfg.in
index ce3f6abf50a13..00f4e2b74a5b0 100644
--- a/offload/test/lit.site.cfg.in
+++ b/offload/test/lit.site.cfg.in
@@ -1,6 +1,6 @@
 @AUTO_GEN_COMMENT@
 
-config.bin_llvm_tools_dir = "@CMAKE_BINARY_DIR@/bin"
+config.bin_llvm_tools_dir = "@LLVM_RUNTIME_OUTPUT_INTDIR@"
 config.test_c_compiler = "@OPENMP_TEST_C_COMPILER@"
 config.test_cxx_compiler = "@OPENMP_TEST_CXX_COMPILER@"
 config.test_fortran_compiler="@OPENMP_TEST_Fortran_COMPILER@"
diff --git a/offload/test/offloading/pgo1.c b/offload/test/offloading/pgo1.c
index 5dc1e5d95caf3..9f23703028bec 100644
--- a/offload/test/offloading/pgo1.c
+++ b/offload/test/offloading/pgo1.c
@@ -1,12 +1,17 @@
-// RUN: %libomptarget-compile-generic -fprofile-instr-generate \
-// RUN:     -Xclang "-fprofile-instrument=clang"
-// RUN: %libomptarget-run-generic 2>&1 | %fcheck-generic \
-// RUN:     --check-prefix="CLANG-PGO"
 // RUN: %libomptarget-compile-generic -fprofile-generate \
 // RUN:     -Xclang "-fprofile-instrument=llvm"
-// RUN: %libomptarget-run-generic 2>&1 | %fcheck-generic \
+// RUN: env LLVM_PROFILE_FILE=llvm.profraw %libomptarget-run-generic 2>&1
+// RUN: %profdata show --all-functions --counts \
+// RUN:     %target_triple.llvm.profraw | %fcheck-generic \
 // RUN:     --check-prefix="LLVM-PGO"
 
+// RUN: %libomptarget-compile-generic -fprofile-instr-generate \
+// RUN:     -Xclang "-fprofile-instrument=clang"
+// RUN: env LLVM_PROFILE_FILE=clang.profraw %libomptarget-run-generic 2>&1
+// RUN: %profdata show --all-functions --counts \
+// RUN:     %target_triple.clang.profraw | %fcheck-generic \
+// RUN:     --check-prefix="CLANG-PGO"
+
 // REQUIRES: gpu
 // REQUIRES: pgo
 
diff --git a/openmp/docs/design/Runtimes.rst b/openmp/docs/design/Runtimes.rst
index 951c651f42f29..cd78a5ba88e2c 100644
--- a/openmp/docs/design/Runtimes.rst
+++ b/openmp/docs/design/Runtimes.rst
@@ -1522,3 +1522,4 @@ debugging features are supported.
     * Enable debugging assertions in the device. ``0x01``
     * Enable diagnosing common problems during offloading . ``0x4``
     * Enable device malloc statistics (amdgpu only). ``0x8``
+    * Dump device PGO counters (only if PGO on GPU is enabled). ``0x10``