Support Common Hccl Op

1.Support Broadcast op
2.Support communication op as graph output
3.Optimize Communication op memory alocation
4.support hccl multi-group

cmake/dependency_graphengine.cmake

@@ -9,11 +9,11 @@ include(${GE_SOURCE_DIR}/cmake/external_libs/eigen.cmake)
 include(${GE_SOURCE_DIR}/cmake/external_libs/gtest.cmake)
 include(${GE_SOURCE_DIR}/cmake/external_libs/protobuf.cmake)
 include(${GE_SOURCE_DIR}/cmake/external_libs/onnx.cmake)
+include(${GE_SOURCE_DIR}/cmake/external_libs/securec.cmake)
 
-# for CPU/GPU mode, find c_sec and slog from local prebuild
+# for CPU/GPU mode, find slog from local prebuild
 if (NOT ENABLE_D)
     set(GE_PREBUILD_PATH ${GE_SOURCE_DIR}/third_party/prebuild/${CMAKE_HOST_SYSTEM_PROCESSOR})
-    find_library(c_sec libc_sec.so ${GE_PREBUILD_PATH})
     find_library(slog libslog.so ${GE_PREBUILD_PATH})
 elseif (DEFINED ENV{D_LINK_PATH})
     set(GE_LIB_PATH $ENV{D_LINK_PATH})
@@ -28,7 +28,6 @@ elseif (DEFINED ENV{D_LINK_PATH})
         message(FATAL_ERROR "Running on a unsupported architecture: ${SYSTEM_TYPE}, build terminated")
     endif()
     set(GE_LIB_PATH ${GE_LIB_PATH}/${GE_SYS_ARCH})
-    find_library(c_sec libc_sec.so ${GE_LIB_PATH})
     find_library(slog libslog.so ${GE_LIB_PATH})
     find_library(mmpa libmmpa.so ${GE_LIB_PATH})
     find_library(runtime libruntime.so ${GE_LIB_PATH})

cmake/package.cmake

@@ -153,7 +153,7 @@ if (NOT ENABLE_GE)
             FILES
                 ${CMAKE_BINARY_DIR}/graphengine/src/common/graph/libgraph.so
                 ${CMAKE_SOURCE_DIR}/graphengine/third_party/prebuild/${CMAKE_HOST_SYSTEM_PROCESSOR}/libslog.so
-                ${CMAKE_SOURCE_DIR}/graphengine/third_party/prebuild/${CMAKE_HOST_SYSTEM_PROCESSOR}/libc_sec.so
+                ${CMAKE_SOURCE_DIR}/build/graphengine/libc_sec.so
             DESTINATION ${INSTALL_LIB_DIR}
             COMPONENT mindspore
         )

graphengine @ 579dcb75

-Subproject commit 995b6dadc0fbbe4b80a08196886a53a18bffa60e
+Subproject commit 579dcb75a990b533f9182733a6424f2bd66f0f23

mindspore/ccsrc/device/ascend/ascend_kernel_runtime.cc

@@ -333,8 +333,7 @@ bool AscendKernelRuntime::LoadTask(const session::KernelGraph *graph) {
   bool status = ge::model_runner::ModelRunner::Instance().LoadDavinciModel(device_id_, 0, model_iter->first,
                                                                            model_iter->second, listener);
   if (!status) {
-    MS_LOG(ERROR) << "load task failed";
-    return false;
+    MS_LOG(EXCEPTION) << "Load Task Failed";
   }
   if (ProfilingManager::GetInstance().IsProfiling()) {
     auto task_ids = ge::model_runner::ModelRunner::Instance().GetTaskIdList(model_iter->first);

mindspore/ccsrc/device/ascend/profiling/reporter/graph_desc_reporter.h

@@ -29,6 +29,7 @@ class GraphDescReporter : public DescReporter {
  public:
   GraphDescReporter(uint32_t device_id, const std::string &file_name, std::vector<CNodePtr> cnode_list)
       : DescReporter(device_id, file_name, std::move(cnode_list)) {}
+  ~GraphDescReporter() override = default;
   void ReportData() override;
 };
 }  // namespace ascend

mindspore/ccsrc/device/ascend/tasksink/runtime_utils.cc

@@ -60,7 +60,7 @@ bool RuntimeUtils::HcomDistribute(const std::shared_ptr<HcclTaskInfo> &task_info
     const string tag_broadcast = kHcomBroadcast + std::to_string(task_counter++) + kUnderline + std::to_string(0);
     ret = hcom_broadcast(tag_broadcast.c_str(), reinterpret_cast<void *>(task_info->input_data_addr()),
                          static_cast<u64>(task_info->count()), static_cast<hcclDataType_t>(task_info->data_type()),
-                         static_cast<u32>(task_info->root_id()), nullptr, stream);
+                         static_cast<u32>(task_info->root_id()), task_info->group().c_str(), stream);
     if (ret != HCCL_SUCCESS) {
       MS_LOG(ERROR) << "hcom_broadcast fail, return ret: " << static_cast<int>(ret);
       return false;
@@ -70,7 +70,7 @@ bool RuntimeUtils::HcomDistribute(const std::shared_ptr<HcclTaskInfo> &task_info
     const string tag_all_gather = kHcomAllGather + std::to_string(task_counter++) + kUnderline + std::to_string(0);
     ret = hcom_all_gather(tag_all_gather.c_str(), reinterpret_cast<void *>(task_info->input_data_addr()),
                           reinterpret_cast<void *>(task_info->output_data_addr()), static_cast<u64>(task_info->count()),
-                          static_cast<hcclDataType_t>(task_info->data_type()), nullptr, stream);
+                          static_cast<hcclDataType_t>(task_info->data_type()), task_info->group().c_str(), stream);
     if (ret != HCCL_SUCCESS) {
       MS_LOG(ERROR) << "hcom_all_gather fail, return ret: " << ret;
       return false;
@@ -81,7 +81,7 @@ bool RuntimeUtils::HcomDistribute(const std::shared_ptr<HcclTaskInfo> &task_info
     ret = hcom_all_reduce(tag_all_reduce.c_str(), reinterpret_cast<void *>(task_info->input_data_addr()),
                           reinterpret_cast<void *>(task_info->output_data_addr()), static_cast<u64>(task_info->count()),
                           static_cast<hcclDataType_t>(task_info->data_type()),
-                          static_cast<hcclRedOp_t>(task_info->op_type()), nullptr, stream);
+                          static_cast<hcclRedOp_t>(task_info->op_type()), task_info->group().c_str(), stream);
     if (ret != HCCL_SUCCESS) {
       MS_LOG(ERROR) << "hcom_all_reduce fail, return ret: " << ret;
       return false;
@@ -93,7 +93,7 @@ bool RuntimeUtils::HcomDistribute(const std::shared_ptr<HcclTaskInfo> &task_info
     ret = hcom_reduce_scatter(tag_reduce_scatter.c_str(), reinterpret_cast<void *>(task_info->input_data_addr()),
                               reinterpret_cast<void *>(task_info->output_data_addr()),
                               static_cast<u64>(task_info->count()), static_cast<hcclDataType_t>(task_info->data_type()),
-                              static_cast<hcclRedOp_t>(task_info->op_type()), nullptr, stream);
+                              static_cast<hcclRedOp_t>(task_info->op_type()), task_info->group().c_str(), stream);
     if (ret != HCCL_SUCCESS) {
       MS_LOG(ERROR) << "hcom_reduce_scatter fail, return ret: " << ret;
       return false;

mindspore/ccsrc/device/kernel_runtime.cc

@@ -15,6 +15,7 @@
  */
 
 #include "device/kernel_runtime.h"
+#include <vector>
 #include <utility>
 #include <numeric>
 #include <functional>
@@ -130,20 +131,16 @@ void KernelRuntime::AssignMemory(session::KernelGraph *graph) {
   mem_manager_->ResetDynamicMemory();
   AssignStaticMemory(graph);
   AssignDynamicMemory(graph);
-
   UpdateRefNodeOutputMem(graph);
 }
 
 void KernelRuntime::RunOpAssignMemory(const std::vector<tensor::TensorPtr> &input_tensors,
                                       session::KernelGraph *graph) {
   MS_EXCEPTION_IF_NULL(graph);
-  // assign memory for input nodes
   RunOpAssignInputMemory(input_tensors, graph);
   AssignStaticMemoryValueNode(graph);
   for (const auto &cnode : graph->execution_order()) {
-    // assign memory for output nodes
     RunOpAssignOutputMemory(cnode);
-    // assign memory for workspace
     RunOpAssignWorkSpaceMemory(cnode);
   }
   UpdateRefNodeOutputMem(graph);
@@ -280,12 +277,22 @@ void KernelRuntime::AssignStaticMemoryInput(const session::KernelGraph *graph) {
 void KernelRuntime::AssignStaticMemoryOutput(const session::KernelGraph *graph) {
   MS_EXCEPTION_IF_NULL(graph);
   auto nodes = AnfAlgo::GetAllOutput(graph->output(), {prim::kPrimTupleGetItem});
+  std::vector<session::KernelWithIndex> non_communication_op;
+  // Assign Communicate Op Memory firstly.
   for (const auto &node : nodes) {
     auto item_with_index = AnfAlgo::VisitKernelWithReturnType(node, 0, true);
     MS_EXCEPTION_IF_NULL(item_with_index.first);
     if (!item_with_index.first->isa<CNode>() || !AnfAlgo::IsRealKernel(item_with_index.first)) {
       continue;
     }
+    if (AnfAlgo::IsCommunicationOp(item_with_index.first)) {
+      AssignCommunicationNodeMem(kStaticMem, item_with_index.first);
+    } else {
+      non_communication_op.emplace_back(item_with_index);
+    }
+  }
+
+  for (const auto &item_with_index : non_communication_op) {
     AssignNodeOutputMem(kStaticMem, item_with_index.first, SizeToInt(item_with_index.second));
   }
 }
@@ -322,6 +329,11 @@ void KernelRuntime::UpdateRefNodeOutputMem(const session::KernelGraph *graph) {
   }
 }
 
+void KernelRuntime::AssignCommunicationNodeMem(int flag, const AnfNodePtr &node) {
+  AssignCommunicationNodeInputMem(node);
+  AssignCommunicationNodeOutputMem(flag, node);
+}
+
 void KernelRuntime::AssignCommunicationNodeOutputMem(int flag, const AnfNodePtr &node) {
   MS_EXCEPTION_IF_NULL(node);
   MS_EXCEPTION_IF_NULL(mem_manager_);
@@ -335,8 +347,13 @@ void KernelRuntime::AssignCommunicationNodeOutputMem(int flag, const AnfNodePtr
   auto context_ptr = MsContext::GetInstance();
   MS_EXCEPTION_IF_NULL(context_ptr);
   size_t total_size = 0;
+  size_t output_index = 0;
   std::vector<size_t> align_size_list;
   for (uint64_t mem_size : output_sizes) {
+    if (AnfAlgo::OutputAddrExist(node, output_index++)) {
+      MS_LOG(INFO) << "communication op addr exist";
+      continue;
+    }
     if (context_ptr->enable_hccl()) {
       mem_size = mem_manager_->GetCommonAlignSize(mem_size);
     }
@@ -353,7 +370,21 @@ void KernelRuntime::AssignCommunicationNodeOutputMem(int flag, const AnfNodePtr
   }
 }
 
-void KernelRuntime::UpdateCommunicationOpInputMem(const AnfNodePtr &node) {
+DeviceAddressPtr KernelRuntime::PreAssignCNodeMemory(const AnfNodePtr &anf_node, size_t index) {
+  MS_EXCEPTION_IF_NULL(anf_node);
+  auto kernel_mod = AnfAlgo::GetKernelMod(anf_node);
+  auto output_sizes = kernel_mod->GetOutputSizeList();
+  if (output_sizes.size() <= index) {
+    MS_LOG(EXCEPTION) << "Previous node output size < node index";
+  }
+  std::string output_format = AnfAlgo::GetOutputFormat(anf_node, index);
+  auto output_type = AnfAlgo::GetOutputDeviceDataType(anf_node, index);
+  auto address = CreateDeviceAddress(nullptr, output_sizes[index], output_format, output_type);
+  AnfAlgo::SetOutputAddr(address, index, anf_node.get());
+  return address;
+}
+
+void KernelRuntime::AssignCommunicationNodeInputMem(const AnfNodePtr &node) {
   auto context_ptr = MsContext::GetInstance();
   MS_EXCEPTION_IF_NULL(context_ptr);
   MS_EXCEPTION_IF_NULL(node);
@@ -361,12 +392,16 @@ void KernelRuntime::UpdateCommunicationOpInputMem(const AnfNodePtr &node) {
   size_t total_size = 0;
   std::vector<std::pair<mindspore::device::DeviceAddress *, size_t>> addr_size;
   for (size_t i = 0; i < AnfAlgo::GetInputTensorNum(node); ++i) {
-    auto address = AnfAlgo::GetPrevNodeMutableOutputAddr(node, i);
-    MS_EXCEPTION_IF_NULL(address);
-    auto mem_size = address->size();
-    if (context_ptr->enable_hccl()) {
-      mem_size = mem_manager_->GetCommonAlignSize(mem_size);
+    auto input_node_with_index = AnfAlgo::GetPrevNodeOutput(node, i);
+    auto input_node = input_node_with_index.first;
+    DeviceAddressPtr address = nullptr;
+    if (input_node->isa<CNode>()) {
+      address = PreAssignCNodeMemory(input_node, input_node_with_index.second);
+    } else {
+      MS_LOG(EXCEPTION) << "Communication node inputs only support CNode";
     }
+    MS_EXCEPTION_IF_NULL(address);
+    auto mem_size = mem_manager_->GetCommonAlignSize(address->size());
     total_size += mem_size;
     addr_size.emplace_back(address.get(), mem_size);
   }
@@ -381,11 +416,6 @@ void KernelRuntime::UpdateCommunicationOpInputMem(const AnfNodePtr &node) {
 void KernelRuntime::AssignNodeOutputMem(int flag, const AnfNodePtr &node, int index) {
   MS_EXCEPTION_IF_NULL(node);
   MS_EXCEPTION_IF_NULL(mem_manager_);
-  if (AnfAlgo::IsCommunicationOp(node)) {
-    UpdateCommunicationOpInputMem(node);
-    AssignCommunicationNodeOutputMem(flag, node);
-    return;
-  }
   if (AnfAlgo::IsGetNext(NOT_NULL(node)) && flag == kReuseDynamicMem) {
     MS_LOG(INFO) << "GetNext disable mem_reuse";
     flag = kDynamicMem;
@@ -506,10 +536,22 @@ void KernelRuntime::AssignDynamicMemory(session::KernelGraph *graph) {
     mem_manager_->MallocReusedDynamicMem(graph);
     mem_flag = kReuseDynamicMem;
   }
-  auto &kernels = graph->execution_order();
-  for (auto &kernel : kernels) {
-    AssignNodeOutputMem(mem_flag, kernel, kGetAllOuts);
-    AssignWorkSpaceMem(mem_flag, kernel);
+  auto &execution_nodes = graph->execution_order();
+  std::vector<CNodePtr> compute_nodes;
+  // communication nodes first
+  for (auto &node : execution_nodes) {
+    if (AnfAlgo::IsCommunicationOp(node)) {
+      // skip if the memory is already alocated
+      AssignCommunicationNodeMem(mem_flag, node);
+    } else {
+      compute_nodes.emplace_back(node);
+    }
+  }
+
+  // then compute nodes
+  for (auto &node : compute_nodes) {
+    AssignNodeOutputMem(mem_flag, node, kGetAllOuts);
+    AssignWorkSpaceMem(mem_flag, node);
   }
 }
 

mindspore/ccsrc/device/kernel_runtime.h

@@ -73,9 +73,12 @@ class KernelRuntime {
   void AssignNodeOutputMem(int flag, const AnfNodePtr &node, int index);
   void AssignWorkSpaceMem(int flag, const AnfNodePtr &node);
   void AssignReuseWorkSpaceMem(const AnfNodePtr &node);
-  void AssignCommunicationNodeOutputMem(int flag, const AnfNodePtr &node);
+
   void UpdateRefNodeOutputMem(const session::KernelGraph *graph);
-  void UpdateCommunicationOpInputMem(const AnfNodePtr &node);
+
+  void AssignCommunicationNodeOutputMem(int flag, const AnfNodePtr &node);
+  void AssignCommunicationNodeInputMem(const AnfNodePtr &node);
+  void AssignCommunicationNodeMem(int flag, const AnfNodePtr &node);
 #ifdef ENABLE_DUMP_E2E
   bool SetDumpConf();
 #endif
@@ -91,6 +94,7 @@ class KernelRuntime {
   void RunOpAssignOutputMemory(const AnfNodePtr &kernel);
   void RunOpAssignWorkSpaceMemory(const AnfNodePtr &kernel);
   void AssignValueNodeTensor(const ValueNodePtr &value_node, const ValuePtr &node_value, size_t output_idx);
+  DeviceAddressPtr PreAssignCNodeMemory(const AnfNodePtr &anf_node, size_t index);
 
  protected:
   uint32_t device_id_{0};

mindspore/ccsrc/kernel/hccl/hccl_kernel.cc

@@ -90,6 +90,7 @@ bool HcclKernel::Init(const AnfNodePtr &anf_node) {
       return false;
     }
   }
+  HcomUtil::GetHcomGroup(NOT_NULL(anf_node), NOT_NULL(&group_));
   anf_node_ = anf_node;
   return true;
 }
@@ -147,7 +148,7 @@ std::vector<TaskInfoPtr> HcclKernel::GenTask(const std::vector<AddressPtr> &inpu
 
   HcclTaskInfoPtr task_info_ptr = std::make_shared<HcclTaskInfo>(
     stream_id, hccl_type, input_data_addr, output_data_addr, workspace_address, workspace_num, 0, private_def, nullptr,
-    hccl_count_, root_id_, op_type_, data_type, RuntimeUtils::HcomBindModel, RuntimeUtils::HcomUnbindModel,
+    hccl_count_, root_id_, op_type_, data_type, group_, RuntimeUtils::HcomBindModel, RuntimeUtils::HcomUnbindModel,
     RuntimeUtils::HcomDistribute);
   MS_EXCEPTION_IF_NULL(task_info_ptr);
   return {task_info_ptr};

mindspore/ccsrc/kernel/hccl/hccl_kernel.h

@@ -54,6 +54,7 @@ class HcclKernel : public AscendKernelMod {
   mutable std::vector<size_t> workspace_size_list_;
   AnfNodePtr anf_node_;
   std::string op_name_;
+  std::string group_;
 };
 
 using HcclKernelCreater = std::function<std::shared_ptr<HcclKernel>()>;

mindspore/ccsrc/kernel/hccl/hcom_util.cc

@@ -176,11 +176,22 @@ bool HcomUtil::GetHcomRootId(const AnfNodePtr &anf_node, uint32_t *root_id) {
   auto primitive = AnfAlgo::GetCNodePrimitive(anf_node);
   MS_EXCEPTION_IF_NULL(primitive);
   if (primitive->GetAttr("root_rank") != nullptr) {
-    *root_id = GetValue<const vector<uint32_t>>(primitive->GetAttr("root_rank"))[0];
+    *root_id = (uint32_t)GetValue<int>(primitive->GetAttr("root_rank"));
   } else {
     MS_LOG(ERROR) << "HcomUtil::Get HCOM_ATTR_ROOT_INDEX fail, not support!";
     return false;
   }
   return true;
 }
+
+void HcomUtil::GetHcomGroup(NotNull<const AnfNodePtr &> anf_node, NotNull<std::string *> group) {
+  auto primitive = AnfAlgo::GetCNodePrimitive(anf_node);
+  MS_EXCEPTION_IF_NULL(primitive);
+  auto attr = primitive->GetAttr("group");
+  if (attr != nullptr) {
+    *group = GetValue<std::string>(attr);
+  } else {
+    MS_LOG(EXCEPTION) << "Get Hcom Group Attr of Op:" << anf_node->fullname_with_scope() << " failed";
+  }
+}
 }  // namespace mindspore

mindspore/ccsrc/kernel/hccl/hcom_util.h

@@ -23,6 +23,7 @@
 #include <memory>
 #include "ir/dtype.h"
 #include "hccl/base.h"
+#include "utils/contract.h"
 
 namespace mindspore {
 using std::map;
@@ -61,6 +62,7 @@ class HcomUtil {
                            const vector<vector<size_t>> &shape_list, uint64_t *total_count);
   static bool GetHcomOperationType(const AnfNodePtr &anf_node, hcclRedOp_t *op_type);
   static bool GetHcomRootId(const AnfNodePtr &anf_node, uint32_t *root_id);
+  static void GetHcomGroup(NotNull<const AnfNodePtr &> anf_node, NotNull<std::string *> group);
 };
 }  // namespace mindspore
 

mindspore/ccsrc/pre_activate/ascend/enhancer/add_memcpy_async.cc

@@ -66,8 +66,7 @@ const AnfNodePtr AddMemcpyAsync::Process(const FuncGraphPtr &func_graph, const A
     return nullptr;
   }
   auto cnode = node->cast<CNodePtr>();
-  auto op_name = AnfAlgo::GetCNodeName(cnode);
-  if (op_name != kAllReduceOpName && op_name != kAllGatherOpName && op_name != kReduceScatterOpName) {
+  if (!AnfAlgo::IsCommunicationOp(node)) {
     return nullptr;
   }
   return AddMemcpyAsyncIfInputIsUsedByOthers(func_graph, cnode);

mindspore/ccsrc/pre_activate/ascend/format_type/deal_ref_trans_and_cast.cc

@@ -173,6 +173,19 @@ const BaseRef DealRefTransAndCast::DefinePattern() const {
   return VectorRef({V, Xs});
 }
 
+void DealBroadCastAsRef(const FuncGraphPtr &func_graph, const CNodePtr &cnode) {
+  if (AnfAlgo::GetCNodeName(cnode) == kBroadcastOpName) {
+    auto input_size = AnfAlgo::GetInputTensorNum(cnode);
+    for (size_t i = 0; i < input_size; ++i) {
+      auto input_node_with_index = AnfAlgo::GetPrevNodeOutput(cnode, i);
+      auto input_node = input_node_with_index.first;
+      MS_EXCEPTION_IF_NULL(input_node);
+      MS_LOG(INFO) << "origin node:" << input_node->fullname_with_scope();
+      AddRefPairToKernelGraph(func_graph, cnode, nullptr, cnode, i, input_node_with_index);
+    }
+  }
+}
+
 const AnfNodePtr DealRefTransAndCast::Process(const FuncGraphPtr &graph, const AnfNodePtr &node,
                                               const EquivPtr &) const {
   if (node == nullptr || !node->isa<CNode>()) {
@@ -184,6 +197,9 @@ const AnfNodePtr DealRefTransAndCast::Process(const FuncGraphPtr &graph, const A
   if (!AnfAlgo::IsRealCNodeKernel(cnode)) {
     return nullptr;
   }
+
+  DealBroadCastAsRef(graph, cnode);
+
   auto op_name = AnfAlgo::GetCNodeName(cnode);
   auto op_info = mindspore::kernel::OpLib::FindOp(op_name, kernel::kTBE);
   if (op_info == nullptr || !op_info->is_ref()) {