[Openmp] Libomptarget plugin for NEC SX-Aurora

[manorom]

Summary

This patch adds a a libomptarget plugin for the NEC SX-Aurora TSUBASA Vector Engine, which will also support OpenMP offloading in the future.
The code is mostly based on the plugins for generic-elf and uses NEC's VEO and VEOSINFO libraries to run the offloaded code on the target device.

The plugin was developed by the HPC group at RWTH Aachen for offloading OpenMP using NEC's ncc compiler for offloading compilation, but can also be used with Clang as target compiler.

• You can find the documentation for NEC's VEO API here: https://veos-sxarr-nec.github.io/veoffload/md_GettingStarted.html
• The code from our project can be found here: https://github.com/RWTH-HPC/llvm-project/tree/aurora-offloading-prototype/openmp/libomptarget/plugins/ve
• And our paper on offloading to the VE architecture here: https://link.springer.com/chapter/10.1007/978-3-030-43229-4_21

[simoll]

Thanks for working on this!
Comments are mostly nitpicks. I am not sure we can assume that the VEOS device ids are consecutive.

openmp/libomptarget/plugins/ve/src/rtl.cpp

10

typo: Aurora TSUBASE

122

Can we assume that?

168

else after return

214

else after return

222

typo: craete

298

else after return

336

else after return

362

int according to https://github.com/veos-sxarr-NEC/veoffload/blob/master/include/ve_offload.h

[JonChesterfield]

Looks pretty good to me. Thin shim over veo_*.

openmp/libomptarget/plugins/ve/CMakeLists.txt

43

Worth considering adding "-Wl,-z,defs" here to detect unresolved symbols up front.

openmp/libomptarget/plugins/ve/src/rtl.cpp

47

Nice. I hadn't noticed this file.

183

I think a few plugins do this, just found it in hsa. It's stylistically unusual though. omptargetplugin.h declares the API under extern "C", and there's an export file that internalises the other symbols, so I'm pretty sure this #ifdef block and the one at the end can be removed.

[grokos]

openmp/libomptarget/plugins/ve/CMakeLists.txt

10

additonal --> additional

[efocht]

Thanks for pushing this upstream, Manoel! Some comments below, inline.

openmp/libomptarget/plugins/ve/src/rtl.cpp

50

Please get rid of the VEO_MAX_VERSION. The VEO calls that you use are stable and will not be changed, so you won't need this. Also you'd want to build libomptarget with AVEO because it is faster and less limited. I plan to change AVEOs API version number because there are new calls inside, but have no agreement with the VEOS devs whether it shall become "8" or get an offset to VEO API versions.

122

No. Devices can be missing or offline. For sizing the objects below this is ok, but not for selecting the ve nodeids.

189

I think you need the online devices here, so you'll need to keep the node_info structure around and check the status array, while going through the nodeids.

219

See above: would be good to delete this else block because VEO_MAX_VERSION is not actually needed.

445

Please at least accumulate the return codes as the call actually can fail.

[manorom]

openmp/libomptarget/plugins/ve/src/rtl.cpp

122

Do we have to assume that VE node ids can be assigned completely at random?

We hoped that that would not be the case. Our rationale for simply re-using the device ids we get passed from libomptarget was, that the user would be able to set OMP_DEFAULT_DEVICE or the device() clause to a VE node id.

Now it seems to me that libomptarget expects openmp device ids to be consecutive, so if VE node ids are random or if we only report those which are present and online, we need to have a mapping between openmp device ids and VE node ids which should be somewhat predictable for a user.

[simoll]

openmp/libomptarget/plugins/ve/src/rtl.cpp

122

Do we have to assume that VE node ids can be assigned completely at random?

Yes

We hoped that that would not be the case. Our rationale for simply re-using the device ids we get passed from libomptarget was, that the user would be able to set OMP_DEFAULT_DEVICE or the device() clause to a VE node id.

OpenMP device ids should not be physical device ids. It really messes with portability.

Now it seems to me that libomptarget expects openmp device ids to be consecutive, so if VE node ids are random or if we only report those which are present and online, we need to have a mapping between openmp device ids and VE node ids which should be somewhat predictable for a user.

Here is a mapping that gives you predicable behavior:

1. fill up an array compactly with the active VE node ids. Report the number of active VE nodes as 'NumDevices'
2. sort that array
3. use the array to index into the ProcHandles/Contests/FuncOrGlbEntry/LibraryHandles arrays.

The omp device ids are now deterministic (with regards to the available VE nodes) and you gain some portability, eg devices '0' to 'n-1' will be valid as long as there are 'n' available nodes.

[manorom]

• Add file elf_common.c to the diff, missing from the previous revision of the diff.
• Add "-Wl,-z,defs" as linker flags in CmakeLists.txt
• Fix Typos in CMakeLists.txt and rtl.cpp
• Remove Else after Return (rtl,cpp lines 168 NOT 298 and 336)
• Remove checks of the VEO api version
• Use correct return type in rtl.cpp:362

[grokos]

openmp/libomptarget/plugins/ve/src/rtl.cpp

183

I second that. All __tgt_rtl_* functions are declared as extern "C" in omptargetplugin.h, so their definitions do not need to do the same.

233–237

libomptarget first checks whether we have a valid binary for this plugin (__tgt_rtl_is_valid_binary) and if yes then it will try to load it (__tgt_rtl_load_binary). So this EFL check is guaranteed to have been executed as part of the __tgt_rtl_is_valid_binary call, it can be removed from here.

[manorom]

openmp/libomptarget/plugins/ve/src/rtl.cpp

298

I don't think so: If the process handle for a dynamic process is created successfully, we do not return but also do not want to visit the else branch.

336

Same as above: if the library handle is created successfully, there is no return here.

[simoll]

openmp/libomptarget/plugins/ve/src/rtl.cpp

298

This is simply a matter of coding style. You can rewrite the else to

if (!is_dyn) {
}

and it is clear under which condition it will be executed.

336

same as above

[Hahnfeld]

openmp/libomptarget/plugins/ve/src/rtl.cpp

298

This would repeat the condition on is_dyn which is less desirable IMHO. I agree with @manorom here: The else is not on the branch with the return, which is handling a possible error (ie !proc_handle). The code is properly indented, so at least to me it's obvious what's happening here:

if (...) {
  // veo_proc_create
  if (error) {
    // log
    return NULL;
  }
  // success
} else {
  // veo_proc_create_static
  if (error) {
    // log
    return NULL;
  }
}

[simoll]

openmp/libomptarget/plugins/ve/src/rtl.cpp

298

It's not a major concern in any case.
However, you have this error handler pattern repeated a lot in your code (7 times in this function):

if (error condition) {
  DP(<pretty print some error message>)
  return NULL
}

Here is an idea. You could wrap that in a macro to the reduce the amount of repetition and indentation in the code.

if (is_dyn) {
  proc_handle = veo_..
  RETURN_NULL_IF(!proc_handle, "veo_proc_create() failed for device %d\n", ID)
} else { 
  proc_handle = veo_..
  RETURN_NULL_IF(!proc_handle, "...");
}

[Hahnfeld]

openmp/libomptarget/plugins/ve/src/rtl.cpp

298

My 2 cents: I don't think this improves readability. And to be honest, I'm not aware of any part in LLVM that does error handling like this.

[simoll]

openmp/libomptarget/plugins/ve/src/rtl.cpp

298

Look, this is really just a minor nitpick and not a blocker for me. The device ID issue is what need's resolving before this can go in.

[manorom]

• The plugin will only report VE nodes which are present and online to libomptarget (and will map OpenMP device id's to VE node ids)
• Remove redundant libelf checks
• Remove redundant extern "C" declaration

[simoll]

This is ok with me. Does anybody else have comments?

[manorom]

So now the mapping from OpenMP device ids and VE node ids is actually used to create processes (sorry about that)

[simoll]

Thanks for getting this patch into shape! I am a bit hesitant to commit this right away for the following reasons, and please do correct me, if i am wrong:

• We cannot test this without merging out-of-tree code.
• (meaning) This is dead code until we have functional offloading. If this patch is upstream and we do not make it functional quickly, it is likely to be removed.

If that is so, i'd say we leave this here on Phabricator until there is a OMPT prototype on Phabricator or elsewhere that implements VE OMPT offloading in a way that could be upstreamed. Btw, Clang support for the VE target, at least for scalar code, is only 3-5 patches out.

[JonChesterfield]

It is currently dead, but I think it's probably worth landing anyway. Keeping it compiling is unlikely to be any overhead and it's another example implementation which is a potentially useful reference for other targets.

[JonChesterfield]

openmp/libomptarget/src/rtl.cpp

25–26

These could be sorted lexicographically, for the sake of removing uncertainty about where in the list to insert a new entry.

[simoll]

In D76843#2007330, @JonChesterfield wrote:

It is currently dead, but I think it's probably worth landing anyway. Keeping it compiling is unlikely to be any overhead and it's another example implementation which is a potentially useful reference for other targets.

Ok. We will add ompt to our buildbot for VE to make sure this gets frequently compiled and does not rot silently.

[simoll]

openmp/libomptarget/src/rtl.cpp

25–26

I think sorting this list should happen in a separate patch after this one has been committed.

[JonChesterfield]

openmp/libomptarget/src/rtl.cpp

25–26

Oh, sure. Before or after this lands is of course fine.

[simoll]

LGTM then. The VE buildbot is configured for OpenMP now.

[simoll]

@manorom Do you need me to commit this for you?

[manorom]

@simoll Yes please :)

[simoll]

Ok. Could you rebase this patch onto master (Arcanist is telling me that the parent commit of this one is not in the LLVM tree) ? Also, please apply the following diff to your patch. As it stands the plugin is not registered with cmake and so the plugin never gets build:

+++ b/openmp/libomptarget/plugins/CMakeLists.txt
@@ -70,6 +70,7 @@ add_subdirectory(cuda)
 add_subdirectory(ppc64)
 add_subdirectory(ppc64le)
 add_subdirectory(x86_64)
+add_subdirectory(ve)

[simoll]

openmp/libomptarget/plugins/ve/src/rtl.cpp

26

Missing #include <algorithm> for the std::sort below.

370

Use %d instead of PRIu64 for the int ret.

[manorom]

• Add ve plugin to openmp/libomptarget/plugins/CMakeLists.txt
• Fixed format strings

@simoll this is not submitted with arcanist but I put it all on a clean fork from the current master. Can you try again?

[simoll]

The plugin compiles now. I'll commit shortly. Thanks!

openmp/libomptarget/cmake/Modules/LibomptargetGetDependencies.cmake

 
 # Try to detect in the system several dependencies required by the different
 # components of libomptarget. These are the dependencies we have:
 #
 # libelf : required by some targets to handle the ELF files at runtime.
 # libffi : required to launch target kernels given function and argument 
 #          pointers.
 # CUDA : required to control offloading to NVIDIA GPUs.
+# VEOS : required to control offloading to NEC Aurora.
 
 include (FindPackageHandleStandardArgs)
 
 ################################################################################
 # Looking for libelf...
 ################################################################################
 
 find_path (

 find_package_handle_standard_args(
   LIBOMPTARGET_DEP_CUDA_DRIVER
   DEFAULT_MSG
   LIBOMPTARGET_DEP_CUDA_DRIVER_LIBRARIES)
 
 mark_as_advanced(LIBOMPTARGET_DEP_CUDA_DRIVER_LIBRARIES)
 
 ################################################################################
+# Looking for VEO...
+################################################################################
+
+find_path (
+  LIBOMPTARGET_DEP_VEO_INCLUDE_DIR
+  NAMES
+    ve_offload.h
+  PATHS
+    /usr/include
+    /usr/local/include
+    /opt/local/include
+    /sw/include
+    /opt/nec/ve/veos/include
+    ENV CPATH
+  PATH_SUFFIXES
+    libveo)
+
+find_library (
+  LIBOMPTARGET_DEP_VEO_LIBRARIES
+  NAMES
+    veo
+  PATHS
+    /usr/lib
+    /usr/local/lib
+    /opt/local/lib
+    /sw/lib
+    /opt/nec/ve/veos/lib64
+    ENV LIBRARY_PATH
+    ENV LD_LIBRARY_PATH)
+
+find_library(
+  LIBOMPTARGET_DEP_VEOSINFO_LIBRARIES
+  NAMES
+    veosinfo
+  PATHS
+    /usr/lib
+    /usr/local/lib
+    /opt/local/lib
+    /sw/lib
+    /opt/nec/ve/veos/lib64
+    ENV LIBRARY_PATH
+    ENV LD_LIBRARY_PATH)
+
+set(LIBOMPTARGET_DEP_VEO_INCLUDE_DIRS ${LIBOMPTARGET_DEP_VEO_INCLUDE_DIR})
+find_package_handle_standard_args(
+  LIBOMPTARGET_DEP_VEO
+  DEFAULT_MSG
+  LIBOMPTARGET_DEP_VEO_LIBRARIES
+  LIBOMPTARGET_DEP_VEOSINFO_LIBRARIES
+  LIBOMPTARGET_DEP_VEO_INCLUDE_DIRS)
+
+mark_as_advanced(
+  LIBOMPTARGET_DEP_VEO_FOUND
+  LIBOMPTARGET_DEP_VEO_INCLUDE_DIRS)
+
 # Looking for CUDA libdevice subdirectory
 #
 # Special case for Debian/Ubuntu to have nvidia-cuda-toolkit work
 # out of the box. More info on http://bugs.debian.org/882505
 ################################################################################
 
 set(LIBOMPTARGET_CUDA_LIBDEVICE_SUBDIR nvvm/libdevice)
 

openmp/libomptarget/plugins/ve/CMakeLists.txt

+##===----------------------------------------------------------------------===##
+#
+# Build a plugin for a NEC Aurora machine if available. (Can also run on host)
+#
+##===----------------------------------------------------------------------===##
+
+
+if(${LIBOMPTARGET_DEP_VEO_FOUND})
+  libomptarget_say("Building SX-Aurora VE offloading plugin.")
+  set(additonal_libs "")
+  set(additional_libs ${LIBOMPTARGET_DEP_VEO_LIBRARIES}
+                      ${LIBOMPTARGET_DEP_VEOSINFO_LIBRARIES}
+                      ${additional_libs})
+
+  set(tmachine_name "ve")
+  set(tmachine_libname "ve")
+  set(tmachine_triple "ve-unknown-linux-unknown")
+  set(elf_machine_id 251)
+
+  include_directories(${LIBOMPTARGET_DEP_LIBELF_INCLUDE_DIR})
+  include_directories(${LIBOMPTARGET_DEP_VEO_INCLUDE_DIR})
+
+
+  # Define macro to be used as prefix of the runtime messages for this target.
+  add_definitions("-DTARGET_NAME=${tmachine_name}")
+
+  # Define macro with the ELF ID for this target.
+  add_definitions("-DTARGET_ELF_ID=${elf_machine_id}")
+
+  add_library("omptarget.rtl.${tmachine_libname}" SHARED
+    ${CMAKE_CURRENT_SOURCE_DIR}/src/rtl.cpp)
+
+  # Install plugin under the lib destination folder.
+  install(TARGETS "omptarget.rtl.${tmachine_libname}"
+    LIBRARY DESTINATION lib${OPENMP_LIBDIR_SUFFIX})
+
+  target_link_libraries(
+    "omptarget.rtl.${tmachine_libname}"
+    ${LIBOMPTARGET_DEP_LIBFFI_LIBRARIES}
+    ${LIBOMPTARGET_DEP_LIBELF_LIBRARIES}
+    ${additional_libs}
+    "-Wl,--version-script=${CMAKE_CURRENT_SOURCE_DIR}/../exports")
+
+  # Report to the parent scope that we are building a plugin.
+  set(LIBOMPTARGET_SYSTEM_TARGETS
+    "${LIBOMPTARGET_SYSTEM_TARGETS} ${tmachine_triple}" PARENT_SCOPE)
+else()
+    libomptarget_say("Not building nec-aurora plugin: libveo or libveosinfo not found.")
+endif()

openmp/libomptarget/plugins/ve/src/rtl.cpp

+//===-RTLs/nec-aurora/src/rtl.cpp - Target RTLs Implementation - C++ -*-======//
+//
+//                     The LLVM Compiler Infrastructure
+//
+// This file is dual licensed under the MIT and the University of Illinois Open
+// Source Licenses. See LICENSE.txt for details.
+//
+//===----------------------------------------------------------------------===//
+//
+// RTL for NEC Aurora TSUBASE machines
+//
+//===----------------------------------------------------------------------===//
+
+#include "omptargetplugin.h"
+
+#include <cassert>
+#include <cerrno>
+#include <cstring>
+#include <list>
+#include <stdlib.h>
+#include <string>
+#include <sys/stat.h>
+#include <ve_offload.h>
+#include <vector>
+#include <veosinfo/veosinfo.h>
+
+#ifndef TARGET_ELF_ID
+#define TARGET_ELF_ID 0
+#endif
+
+#ifdef OMPTARGET_DEBUG
+static int DebugLevel = 0;
+
+#define GETNAME2(name) #name
+#define GETNAME(name) GETNAME2(name)
+#define DP(...)                                                                \
+  do {                                                                         \
+    if (DebugLevel > 0) {                                                      \
+      DEBUGP("Target " GETNAME(TARGET_NAME) " RTL", __VA_ARGS__);              \
+    }                                                                          \
+  } while (false)
+#else // OMPTARGET_DEBUG
+#define DP(...)                                                                \
+  {}
+#endif // OMPTARGET_DEBUG
+
+#include "../../common/elf_common.c"
+
+#define VEO_MIN_VERSION 4
+#define VEO_MAX_VERSION 7
+
+struct DynLibTy {
+  char *FileName;
+  uint64_t VeoLibHandle;
+};
+
+/// Keep entries table per device.
+struct FuncOrGblEntryTy {
+  __tgt_target_table Table;
+  std::vector<__tgt_offload_entry> Entries;
+};
+
+class RTLDeviceInfoTy {
+  std::vector<std::list<FuncOrGblEntryTy>> FuncOrGblEntry;
+
+public:
+  std::vector<struct veo_proc_handle *> ProcHandles;
+  std::vector<struct veo_thr_ctxt *> Contexts;
+  std::vector<uint64_t> LibraryHandles;
+  std::list<DynLibTy> DynLibs;
+  unsigned int NumDevices;
+
+  void buildOffloadTableFromHost(int32_t device_id, uint64_t VeoLibHandle,
+                                 __tgt_offload_entry *HostBegin,
+                                 __tgt_offload_entry *HostEnd) {
+    FuncOrGblEntry[device_id].emplace_back();
+    std::vector<__tgt_offload_entry> &T =
+        FuncOrGblEntry[device_id].back().Entries;
+    T.clear();
+    for (__tgt_offload_entry *i = HostBegin; i != HostEnd; ++i) {
+      char *SymbolName = i->name;
+      // we have not enough access to the target memory to conveniently parse
+      // the offload table there so we need to lookup every symbol with the host
+      // table
+      DP("Looking up symbol: %s\n", SymbolName);
+      uint64_t SymbolTargetAddr =
+          veo_get_sym(ProcHandles[device_id], VeoLibHandle, SymbolName);
+      __tgt_offload_entry Entry;
+
+      if (!SymbolTargetAddr) {
+        DP("Symbol %s not found in target image\n", SymbolName);
+        Entry = {NULL, NULL, 0, 0, 0};
+      } else {
+        DP("Found symbol %s successfully in target image (addr: %p)\n",
+           SymbolName, reinterpret_cast<void *>(SymbolTargetAddr));
+        Entry = { reinterpret_cast<void *>(SymbolTargetAddr),
+                  i->name,
+                  i->size,
+                  i->flags,
+                  0 };
+      }
+
+      T.push_back(Entry);
+    }
+
+    FuncOrGblEntry[device_id].back().Table.EntriesBegin = &T.front();
+    FuncOrGblEntry[device_id].back().Table.EntriesEnd = &T.back() + 1;
+  }
+
+  __tgt_target_table *getOffloadTable(int32_t device_id) {
+    return &FuncOrGblEntry[device_id].back().Table;
+  }
+
+  RTLDeviceInfoTy() {
+#ifdef OMPTARGET_DEBUG
+    if (char *envStr = getenv("LIBOMPTARGET_DEBUG")) {
+      DebugLevel = std::stoi(envStr);
+    }
+#endif // OMPTARGET_DEBUG
+
+    // Dynamically check how many devices we have
+    // For the moment we assume that VEO device IDs are consecutive
+    struct ve_nodeinfo node_info;
+    ve_node_info(&node_info);
+    DP("Found %i VE devices\n", node_info.total_node_count);
+    NumDevices = node_info.total_node_count;
+    ProcHandles.resize(NumDevices, NULL);
+    Contexts.resize(NumDevices, NULL);
+    FuncOrGblEntry.resize(NumDevices);
+    LibraryHandles.resize(NumDevices);
+  }
+
+  ~RTLDeviceInfoTy() {
+    for (auto &ctx : Contexts) {
+      if (ctx != NULL) {
+        if (veo_context_close(ctx) != 0) {
+          DP("Failed to close VEO context.\n");
+        }
+      }
+    }
+
+    for (auto &hdl : ProcHandles) {
+      if (hdl != NULL) {
+        veo_proc_destroy(hdl);
+      }
+    }
+
+    for (auto &lib : DynLibs) {
+      if (lib.FileName) {
+        remove(lib.FileName);
+      }
+    }
+  }
+};
+
+static RTLDeviceInfoTy DeviceInfo;
+
+static int target_run_function_wait(uint32_t DeviceID, uint64_t FuncAddr,
+                                    struct veo_args *args, uint64_t *RetVal) {
+  DP("Running function with entry point %p\n",
+     reinterpret_cast<void *>(FuncAddr));
+  uint64_t RequestHandle =
+      veo_call_async(DeviceInfo.Contexts[DeviceID], FuncAddr, args);
+  if (RequestHandle == VEO_REQUEST_ID_INVALID) {
+    DP("Execution of entry point %p failed\n",
+       reinterpret_cast<void *>(FuncAddr));
+    return OFFLOAD_FAIL;
+  } else {
+    DP("Function at address %p called (VEO request ID: %" PRIu64 ")\n",
+       reinterpret_cast<void *>(FuncAddr), RequestHandle);
+  }
+
+  int ret = veo_call_wait_result(DeviceInfo.Contexts[DeviceID], RequestHandle,
+                                 RetVal);
+  if (ret != 0) {
+    DP("Waiting for entry point %p failed (Error code %d)\n",
+       reinterpret_cast<void *>(FuncAddr), ret);
+    return OFFLOAD_FAIL;
+  }
+  return OFFLOAD_SUCCESS;
+}
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+// Return the number of available devices of the type supported by the
+// target RTL.
+int32_t __tgt_rtl_number_of_devices(void) { return DeviceInfo.NumDevices; }
+
+// Return an integer different from zero if the provided device image can be
+// supported by the runtime. The functionality is similar to comparing the
+// result of __tgt__rtl__load__binary to NULL. However, this is meant to be a
+// lightweight query to determine if the RTL is suitable for an image without
+// having to load the library, which can be expensive.
+int32_t __tgt_rtl_is_valid_binary(__tgt_device_image *Image) {
+#if TARGET_ELF_ID < 1
+  return 0;
+#else
+  return elf_check_machine(Image, TARGET_ELF_ID);
+#endif
+}
+
+// Initialize the specified device. In case of success return 0; otherwise
+// return an error code.
+int32_t __tgt_rtl_init_device(int32_t ID) {
+  // First of all: check the veo API version
+  int veo_version = veo_api_version();
+  if (veo_version < VEO_MIN_VERSION) {
+    DP("veo_get_version() reported version %i. Minimum supported veo api "
+       "version is %i\n",
+       veo_version, VEO_MIN_VERSION);
+    return OFFLOAD_FAIL;
+  } else if (veo_version > VEO_MAX_VERSION) {
+    DP("veo_get_version() reported version %i, Maximum supported veo api "
+       "version is %i\n",
+       veo_version, VEO_MAX_VERSION);
+    return OFFLOAD_FAIL;
+  }
+  DP("Available VEO version: %i (supported)\n", veo_version);
+
+  // At the moment we do not really initialize (i.e. creaete a process or
+  // context on) the device here, but in "__tgt_rtl_load_binary".
+  // The reason for this is, that, when we create a process for a statically
+  // linked binary, the VEO api needs us to already supply the binary (but we
+  // can load a dynamically linked binary later, after we create the process).
+  // At this stage, we cannot check if we have a dynamically or statically
+  // linked binary so we defer process creation until we know.
+  return OFFLOAD_SUCCESS;
+}
+
+// Pass an executable image section described by image to the specified
+// device and prepare an address table of target entities. In case of error,
+// return NULL. Otherwise, return a pointer to the built address table.
+// Individual entries in the table may also be NULL, when the corresponding
+// offload region is not supported on the target device.
+__tgt_target_table *__tgt_rtl_load_binary(int32_t ID,
+                                          __tgt_device_image *Image) {
+  DP("Dev %d: load binary from " DPxMOD " image\n", ID,
+     DPxPTR(Image->ImageStart));
+
+  assert(ID >= 0 && "bad dev id");
+
+  size_t ImageSize = (size_t)Image->ImageEnd - (size_t)Image->ImageStart;
+  size_t NumEntries = (size_t)(Image->EntriesEnd - Image->EntriesBegin);
+  DP("Expecting to have %zd entries defined.\n", NumEntries);
+
+  // Is the library version incompatible with the header file?
+  if (elf_version(EV_CURRENT) == EV_NONE) {
+    DP("Incompatible ELF library!\n");
+    return NULL;
+  }
+
+  // load dynamic library and get the entry points. We use the dl library
+  // to do the loading of the library, but we could do it directly to avoid the
+  // dump to the temporary file.
+  //
+  // 1) Create tmp file with the library contents.
+  // 2) Use dlopen to load the file and dlsym to retrieve the symbols.
+  char tmp_name[] = "/tmp/tmpfile_XXXXXX";
+  int tmp_fd = mkstemp(tmp_name);
+
+  if (tmp_fd == -1) {
+    return NULL;
+  }
+
+  FILE *ftmp = fdopen(tmp_fd, "wb");
+
+  if (!ftmp) {
+    DP("fdopen() for %s failed. Could not write target image\n", tmp_name);
+    return NULL;
+  }
+
+  fwrite(Image->ImageStart, ImageSize, 1, ftmp);
+
+  // at least for the static case we need to change the permissions
+  chmod(tmp_name, 0700);
+
+  DP("Wrote target image to %s. ImageSize=%zu\n", tmp_name, ImageSize);
+
+  fclose(ftmp);
+
+  // See comment in "__tgt_rtl_init_device"
+  bool is_dyn = true;
+  if (DeviceInfo.ProcHandles[ID] == NULL) {
+    struct veo_proc_handle *proc_handle;
+    is_dyn = elf_is_dynamic(Image);
+    // If we have a dynamically linked image, we create the process handle, then
+    // the thread, and then load the image.
+    // If we have a statically linked image, we need to create the process
+    // handle and load the image at the same time with veo_proc_create_static().
+    if (is_dyn) {
+      proc_handle = veo_proc_create(ID);
+      if (!proc_handle) {
+        DP("veo_proc_create() failed for device %d\n", ID);
+        return NULL;
+      }
+    } else {
+      proc_handle = veo_proc_create_static(ID, tmp_name);
+      if (!proc_handle) {
+        DP("veo_proc_create_static() failed for device %d, image=%s\n", ID,
+           tmp_name);
+        return NULL;
+      }
+    }
+    DeviceInfo.ProcHandles[ID] = proc_handle;
+  }
+
+  if (DeviceInfo.Contexts[ID] == NULL) {
+    struct veo_thr_ctxt *ctx = veo_context_open(DeviceInfo.ProcHandles[ID]);
+
+    if (!ctx) {
+      DP("veo_context_open() failed: %s\n", std::strerror(errno));
+      return NULL;
+    }
+
+    DeviceInfo.Contexts[ID] = ctx;
+  }
+
+  DP("Aurora device successfully initialized with loaded binary: "
+     "proc_handle=%p, ctx=%p\n",
+     DeviceInfo.ProcHandles[ID], DeviceInfo.Contexts[ID]);
+
+  uint64_t LibHandle = 0UL;
+  if (is_dyn) {
+    LibHandle = veo_load_library(DeviceInfo.ProcHandles[ID], tmp_name);
+
+    if (!LibHandle) {
+      DP("veo_load_library() failed: LibHandle=%" PRIu64
+         " Name=%s. Set env VEORUN_BIN for static linked target code.\n",
+         LibHandle, tmp_name);
+      return NULL;
+    }
+
+    DP("Successfully loaded library dynamically\n");
+  } else {
+    DP("Symbol table is expected to have been created by "
+       "veo_create_proc_static()\n");
+  }
+
+  DynLibTy Lib = {tmp_name, LibHandle};
+  DeviceInfo.DynLibs.push_back(Lib);
+  DeviceInfo.LibraryHandles[ID] = LibHandle;
+
+  DeviceInfo.buildOffloadTableFromHost(ID, LibHandle, Image->EntriesBegin,
+                                       Image->EntriesEnd);
+
+  return DeviceInfo.getOffloadTable(ID);
+}
+
+// Allocate data on the particular target device, of the specified size.
+// HostPtr is a address of the host data the allocated target data
+// will be associated with (HostPtr may be NULL if it is not known at
+// allocation time, like for example it would be for target data that
+// is allocated by omp_target_alloc() API). Return address of the
+// allocated data on the target that will be used by libomptarget.so to
+// initialize the target data mapping structures. These addresses are
+// used to generate a table of target variables to pass to
+// __tgt_rtl_run_region(). The __tgt_rtl_data_alloc() returns NULL in
+// case an error occurred on the target device.
+void *__tgt_rtl_data_alloc(int32_t ID, int64_t Size, void *HostPtr) {
+  uint64_t ret;
+  uint64_t addr;
+
+  if (DeviceInfo.ProcHandles[ID] == NULL) {
+    struct veo_proc_handle *proc_handle;
+    proc_handle = veo_proc_create(ID);
+    if (!proc_handle) {
+      DP("veo_proc_create() failed for device %d\n", ID);
+      return NULL;
+    }
+    DeviceInfo.ProcHandles[ID] = proc_handle;
+    DP("Aurora device successfully initialized: proc_handle=%p", proc_handle);
+  }
+
+  ret = veo_alloc_mem(DeviceInfo.ProcHandles[ID], &addr, Size);
+  DP("Allocate target memory: device=%d, target addr=%p, size=%" PRIu64 "\n",
+     ID, reinterpret_cast<void *>(addr), Size);
+  if (ret != 0) {
+    DP("veo_alloc_mem(%d, %p, %" PRIu64 ") failed with error code %" PRIu64
+       "\n",
+       ID, reinterpret_cast<void *>(addr), Size, ret);
+    return NULL;
+  }
+
+  return reinterpret_cast<void *>(addr);
+}
+
+// Pass the data content to the target device using the target address.
+// In case of success, return zero. Otherwise, return an error code.
+int32_t __tgt_rtl_data_submit(int32_t ID, void *TargetPtr, void *HostPtr,
+                              int64_t Size) {
+  int ret = veo_write_mem(DeviceInfo.ProcHandles[ID], (uint64_t)TargetPtr,
+                          HostPtr, (size_t)Size);
+  if (ret != 0) {
+    DP("veo_write_mem() failed with error code %d\n", ret);
+    return OFFLOAD_FAIL;
+  }
+  return OFFLOAD_SUCCESS;
+}
+
+// Retrieve the data content from the target device using its address.
+// In case of success, return zero. Otherwise, return an error code.
+int32_t __tgt_rtl_data_retrieve(int32_t ID, void *HostPtr, void *TargetPtr,
+                                int64_t Size) {
+  int ret = veo_read_mem(DeviceInfo.ProcHandles[ID], HostPtr,
+                         (uint64_t)TargetPtr, Size);
+  if (ret != 0) {
+    DP("veo_read_mem() failed with error code %d\n", ret);
+    return OFFLOAD_FAIL;
+  }
+  return OFFLOAD_SUCCESS;
+}
+
+// De-allocate the data referenced by target ptr on the device. In case of
+// success, return zero. Otherwise, return an error code.
+int32_t __tgt_rtl_data_delete(int32_t ID, void *TargetPtr) {
+  int ret =  veo_free_mem(DeviceInfo.ProcHandles[ID], (uint64_t)TargetPtr);
+
+  if (ret != 0) {
+    DP("veo_free_mem() failed with error code %d\n", ret);
+    return OFFLOAD_FAIL;
+  }
+  return OFFLOAD_SUCCESS;
+}
+
+// Similar to __tgt_rtl_run_target_region, but additionally specify the
+// number of teams to be created and a number of threads in each team.
+int32_t __tgt_rtl_run_target_team_region(int32_t ID, void *Entry, void **Args,
+                                         ptrdiff_t *Offsets, int32_t NumArgs,
+                                         int32_t NumTeams, int32_t ThreadLimit,
+                                         uint64_t loop_tripcount) {
+  // ignore team num and thread limit.
+  std::vector<void *> ptrs(NumArgs);
+
+  struct veo_args *TargetArgs;
+  TargetArgs = veo_args_alloc();
+
+  if (TargetArgs == NULL) {
+    DP("Could not allocate VEO args\n");
+    return OFFLOAD_FAIL;
+  }
+
+  for (int32_t i = 0; i < NumArgs; ++i) {
+    veo_args_set_u64(TargetArgs, i, (intptr_t)Args[i]);
+  }
+
+  uint64_t RetVal;
+  if (target_run_function_wait(ID, reinterpret_cast<uint64_t>(Entry),
+                               TargetArgs, &RetVal) != OFFLOAD_SUCCESS) {
+    veo_args_free(TargetArgs);
+    return OFFLOAD_FAIL;
+  }
+  veo_args_free(TargetArgs);
+  return OFFLOAD_SUCCESS;
+}
+
+// Transfer control to the offloaded entry Entry on the target device.
+// Args and Offsets are arrays of NumArgs size of target addresses and
+// offsets. An offset should be added to the target address before passing it
+// to the outlined function on device side. In case of success, return zero.
+// Otherwise, return an error code.
+int32_t __tgt_rtl_run_target_region(int32_t ID, void *Entry, void **Args,
+                                    ptrdiff_t *Offsets, int32_t NumArgs) {
+  return __tgt_rtl_run_target_team_region(ID, Entry, Args, Offsets, NumArgs, 1,
+                                          1, 0);
+}
+
+#ifdef __cplusplus
+}
+#endif

openmp/libomptarget/src/rtl.cpp

 #include <cassert>
 #include <cstdlib>
 #include <cstring>
 #include <dlfcn.h>
 #include <mutex>
 #include <string>
 
 // List of all plugins that can support offloading.
 static const char *RTLNames[] = {
+    /* SX-Aurora VE target  */ "libomptarget.rtl.ve.so",
     /* PowerPC target */ "libomptarget.rtl.ppc64.so",
     /* x86_64 target  */ "libomptarget.rtl.x86_64.so",
     /* CUDA target    */ "libomptarget.rtl.cuda.so",
     /* AArch64 target */ "libomptarget.rtl.aarch64.so"};
 
 RTLsTy RTLs;
 std::mutex RTLsMtx;