!1938 code_sync_0705

Merge pull request !1938 from mindspore_ding/code_sync_0705

ge/common/dump/exception_dumper.cc

@@ -161,6 +161,7 @@ Status ExceptionDumper::DumpExceptionInfo(const std::vector<rtExceptionInfo> &ex
 
       uint64_t proto_size = dump_data.ByteSizeLong();
       std::unique_ptr<char[]> proto_msg(new (std::nothrow) char[proto_size]);
+      GE_CHECK_NOTNULL(proto_msg);
       bool ret = dump_data.SerializeToArray(proto_msg.get(), proto_size);
       if (!ret || proto_size == 0) {
         REPORT_INNER_ERROR("E19999", "Serialize proto to string fail");

ge/common/profiling/ge_profiling.cc

@@ -22,6 +22,7 @@
 #include "graph/load/graph_loader.h"
 #include "init/gelib.h"
 #include "framework/common/ge_inner_error_codes.h"
+#include "model/ge_model.h"
 
 namespace {
 const uint32_t kDeviceListIndex = 3;
@@ -42,6 +43,10 @@ const std::map<ProfCommandHandleType, std::string> kProfCommandTypeMap = {
     {kProfCommandhandleFinalize, kProfilingFinalize},
     {kProfCommandhandleModelSubscribe, kProfModelSubscribe},
     {kProfCommandhandleModelUnsubscribe, kProfModelUnsubscribe}};
+
+const uint64_t kModelId = ge::INVALID_MODEL_ID;
+const uint16_t kStepStart = 0;
+const uint16_t kStepEnd = 1;
 }  // namespace
 
 bool TransProfConfigToParam(const ProfCommandHandleData &profCommand, vector<string> &prof_config_params) {
@@ -216,6 +221,36 @@ ge::Status ProfCommandHandle(ProfCommandHandleType type, void *data, uint32_t le
   return ge::SUCCESS;
 }
 
-GE_FUNC_VISIBILITY ge::Status ProfSetStepInfo(uint64_t index_id, uint16_t tag_id, rtStream_t stream) {
-  return ge::SUCCESS;
+ge::Status ProfSetStepInfo(uint64_t index_id, uint16_t tag_id, rtStream_t stream) {
+  static bool is_first_run = true;
+  int32_t device_id = 0;
+  rtError_t rt_ret = rtGetDevice(&device_id);
+  if (rt_ret != RT_ERROR_NONE) {
+    GELOGE(rt_ret, "[Get][LogicDeviceId]Failed, ret 0x%X", rt_ret);
+    REPORT_CALL_ERROR("E19999", "Get logic device id failed, ret 0x%X", rt_ret);
+    return ge::FAILED;
+  }
+  if (is_first_run && tag_id == kStepStart) {
+    GE_CHK_STATUS_RET_NOLOG(ge::ProfilingManager::Instance().ProfileStepInfo(index_id,
+                                                                             kModelId,
+                                                                             tag_id,
+                                                                             stream,
+                                                                             device_id));
+    is_first_run = false;
+    return ge::SUCCESS;
+  }
+  if (!is_first_run && tag_id == kStepEnd) {
+    GE_CHK_STATUS_RET_NOLOG(ge::ProfilingManager::Instance().ProfileStepInfo(index_id,
+                                                                             kModelId,
+                                                                             tag_id,
+                                                                             stream,
+                                                                             device_id));
+    is_first_run = true;
+    return ge::SUCCESS;
+  }
+  GELOGE(ge::FAILED, "Param tag_id:%u invalid when is_first_run is %d", tag_id, is_first_run);
+  REPORT_INPUT_ERROR("E10001", std::vector<std::string>({"value", "parameter", "reason"}),
+                     std::vector<std::string>({std::to_string(tag_id), "tag_id",
+                                               "tag id must be 0 when first run, must be 1 when second run"}));
+  return ge::FAILED;
 }

ge/ge_local_engine/engine/host_cpu_engine.cc

@@ -13,15 +13,15 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-#include "host_cpu_engine.h"
-#include "graph/common/omg_util.h"
+#include "ge_local_engine/engine/host_cpu_engine.h"
 #include "graph/utils/op_desc_utils.h"
 #include "graph/utils/tensor_adapter.h"
+#include "graph/utils/node_utils.h"
+#include "graph/utils/type_utils.h"
 #include "register/op_kernel_registry.h"
 #include "register/host_cpu_context.h"
 #include "common/ge/ge_util.h"
 #include "common/ge/plugin_manager.h"
-#include "graph/utils/type_utils.h"
 #include "common/fp16_t.h"
 #include "common/math/math_util.h"
 
@@ -123,10 +123,7 @@ bool HostCpuEngine::CheckSupported(const string &op_type) {
 }
 
 Status HostCpuEngine::FindOpKernel(const ge::NodePtr &node, std::unique_ptr<HostCpuOp> &op_kernel) {
-  std::string op_type;
-  auto status = GetOriginalType(node, op_type);
-  GE_CHK_BOOL_EXEC_NOLOG(status == SUCCESS, return status);
-
+  const std::string op_type = NodeUtils::GetNodeType(node);
   auto kernel = OpKernelRegistry::GetInstance().CreateHostCpuOp(op_type);
   if (kernel == nullptr) {
     GELOGD("Op of type %s is not supported by host cpu engine", op_type.c_str());

ge/ge_runtime/task/label_goto_task.cc

@@ -85,7 +85,7 @@ bool LabelGotoTask::Distribute() {
     return false;
   }
 
-  rt_ret = rtLabelListCpy((void**)label_list.data(), label_list.size(), label_info_, label_info_size);
+  rt_ret = rtLabelListCpy(reinterpret_cast<void**>(label_list.data()), label_list.size(), label_info_, label_info_size);
   if (rt_ret != RT_ERROR_NONE) {
     GELOGE(RT_FAILED, "Call rt api failed, ret: %#x", rt_ret);
     return false;

ge/graph/build/model_builder.cc

@@ -707,7 +707,7 @@ Status ModelBuilder::SaveDataToModel(ge::Model &model, ge::GeModel &ge_model) {
       if (!kernel_name.empty() && (kernel_buffer.GetSize() > 0)) {
         GE_CHECK_NOTNULL(kernel_buffer.GetData());
         std::vector<char> data(kernel_buffer.GetData(), kernel_buffer.GetData() + kernel_buffer.GetSize());
-        tbe_kernel = std::make_shared<OpKernelBin>(kernel_name, std::move(data));
+        tbe_kernel = MakeShared<OpKernelBin>(kernel_name, std::move(data));
         GE_CHECK_NOTNULL(tbe_kernel);
         GELOGI("Node [%s][%s] start recovery extra attr %s from %s", node_op_desc->GetName().c_str(),
                node_op_desc->GetType().c_str(), ge::OP_EXTATTR_NAME_TBE_KERNEL, ATTR_NAME_TBE_KERNEL_NAME.c_str());

ge/graph/build/task_generator.cc

@@ -793,7 +793,6 @@ Status TaskGenerator::AutoFindBpOpIndex(const ComputeGraphPtr &graph, ProfilingP
   GELOGI("Start AutoFindBpOpIndex");
   NodePtr bp_node = nullptr;
   uint32_t current_idx = 0;
-  uint32_t netoutput_idx = 0;
   for (auto &node : graph->GetNodes(graph->GetGraphUnknownFlag())) {
     OpDescPtr op_desc = node->GetOpDesc();
     GE_CHECK_NOTNULL(op_desc);
@@ -811,7 +810,6 @@ Status TaskGenerator::AutoFindBpOpIndex(const ComputeGraphPtr &graph, ProfilingP
     if (op_desc->GetName() == NODE_NAME_NET_OUTPUT) {
       if (bp_node == nullptr) {
         bp_node = node;
-        netoutput_idx = current_idx - 1;
       }
     }
     if (graph->GetNeedIteration()) {
@@ -836,34 +834,30 @@ Status TaskGenerator::AutoFindBpOpIndex(const ComputeGraphPtr &graph, ProfilingP
   if (bp_node == nullptr) {
     GELOGW("not find bp_node.");
     return SUCCESS;
-  } else if (bp_node->GetName() == NODE_NAME_NET_OUTPUT) {
-    profiling_point.bp_index = netoutput_idx;
-    GELOGI("First bp name %s, idx %u", bp_node->GetName().c_str(), netoutput_idx);
-  } else {
-    profiling_point.bp_index = FindLastBpFromBpNode(graph, bp_node);
   }
 
-  return SUCCESS;
+  return FindLastBpFromBpNode(graph, bp_node, profiling_point.bp_index);
 }
 
-uint32_t TaskGenerator::FindLastBpFromBpNode(const ComputeGraphPtr &graph, const NodePtr &bp_node) const {
-  uint32_t last_bp = 0;
+Status TaskGenerator::FindLastBpFromBpNode(const ComputeGraphPtr &graph, const NodePtr &target_node,
+                                           uint32_t &bp_index) const {
+  bp_index = 0;
+  auto target_desc = target_node->GetOpDesc();
+  GE_CHECK_NOTNULL(target_desc);
   OpDescPtr bp_op_desc = nullptr;
-  for (auto &in_anchor : bp_node->GetAllInDataAnchors()) {
-    auto out_anchor = in_anchor->GetPeerOutAnchor();
-    if (out_anchor == nullptr || out_anchor->GetOwnerNode() == nullptr) {
-      continue;
-    }
-    auto out_node_desc = out_anchor->GetOwnerNode()->GetOpDesc();
-    GE_CHECK_NOTNULL(out_node_desc);
-    if (bp_op_desc == nullptr || ((out_node_desc->GetId()) > (bp_op_desc->GetId()))) {
-      bp_op_desc = out_node_desc;
+  for (auto &in_node : target_node->GetInAllNodes()) {
+    GE_CHECK_NOTNULL(in_node);
+    auto in_node_desc = in_node->GetOpDesc();
+    GE_CHECK_NOTNULL(in_node_desc);
+    if ((bp_op_desc == nullptr || (in_node_desc->GetId() > bp_op_desc->GetId())) &&
+        (in_node_desc->GetStreamId() == target_desc->GetStreamId())){
+      bp_op_desc = in_node_desc;
     }
-    GELOGI("bp_op_desc is %s, id is %ld", bp_op_desc->GetName().c_str(), bp_op_desc->GetId());
   }
 
   if (bp_op_desc == nullptr) {
-    return last_bp;
+    GELOGI("Did not find bp node.");
+    return SUCCESS;
   }
   uint32_t current_idx = 0;
   for (auto &node : graph->GetNodes(graph->GetGraphUnknownFlag())) {
@@ -871,12 +865,14 @@ uint32_t TaskGenerator::FindLastBpFromBpNode(const ComputeGraphPtr &graph, const
     GE_CHECK_NOTNULL(op_desc);
     current_idx++;
     if (op_desc->GetName() == bp_op_desc->GetName()) {
-      last_bp = current_idx;
-      GELOGI("First bp name %s, idx %u", op_desc->GetName().c_str(), last_bp);
+      bp_index = current_idx;
+      GELOGI("Find bp name %s, idx %u", op_desc->GetName().c_str(), bp_index);
       break;
     }
   }
-  return last_bp;
+  GELOGI("Last bp node[%s], type[%s], index[%u], stream id[%ld]", bp_op_desc->GetName().c_str(),
+         bp_op_desc->GetType().c_str(), bp_index, bp_op_desc->GetStreamId());
+  return SUCCESS;
 }
 
 Status TaskGenerator::FindFpOfEnv(const ComputeGraphPtr &graph, const std::string &fp_point_str,

ge/graph/build/task_generator.h

@@ -116,7 +116,7 @@ class TaskGenerator {
   Status AutoFindFpOpIndex(const ComputeGraphPtr &graph, ProfilingPoint &profiling_point) const;
   Status AutoFindBpOpIndex(const ComputeGraphPtr &graph, ProfilingPoint &profiling_point,
                            vector<uint32_t> &all_reduce_nodes) const;
-  uint32_t FindLastBpFromBpNode(const ComputeGraphPtr &graph, const NodePtr &bp_node) const;
+  Status FindLastBpFromBpNode(const ComputeGraphPtr &graph, const NodePtr &bp_node, uint32_t &bp_index) const;
 
   Status FindFpOfEnv(const ComputeGraphPtr &graph, const std::string &fp_point_str,
                      ProfilingPoint &profiling_point) const;

ge/graph/load/model_manager/model_manager.cc

@@ -1378,7 +1378,9 @@ Status ModelManager::LoadCustAicpuSo(const OpDescPtr &op_desc, const string &so_
 Status ModelManager::LaunchKernelCustAicpuSo(const string &kernel_name) {
   GELOGD("Aicpu kernel launch task in, kernel name %s.", kernel_name.c_str());
   std::lock_guard<std::mutex> lock(cust_aicpu_mutex_);
-  if (cust_aicpu_so_.size() == 0) return SUCCESS;
+  if (cust_aicpu_so_.empty()) {
+    return SUCCESS;
+  }
   // get current context
   rtContext_t rt_cur_ctx = nullptr;
   auto rt_error = rtCtxGetCurrent(&rt_cur_ctx);
@@ -1394,9 +1396,19 @@ Status ModelManager::LaunchKernelCustAicpuSo(const string &kernel_name) {
     return SUCCESS;
   }
 
+  rtStream_t stream = nullptr;
   vector<void *> allocated_mem;
+  std::function<void()> callback = [&]() {
+    for (auto mem : allocated_mem) {
+      GE_CHK_RT(rtFree(mem));
+    }
+    if (stream != nullptr) {
+      GE_CHK_RT(rtStreamDestroy(stream));
+    }
+  };
+  GE_MAKE_GUARD(release, callback);
+
   rtError_t status;
-  rtStream_t stream = nullptr;
   vector<CustAicpuSoBuf> v_cust_so;
   void *args = nullptr;
 
@@ -1471,13 +1483,6 @@ Status ModelManager::LaunchKernelCustAicpuSo(const string &kernel_name) {
     GELOGE(RT_FAILED, "[Call][RtStreamSynchronize] fail, ret = 0x%X", status);
     return RT_ERROR_TO_GE_STATUS(status);
   }
-  std::function<void()> callback = [&]() {
-    for (auto mem : allocated_mem) {
-      GE_CHK_RT(rtFree(mem));
-    }
-    GE_CHK_RT(rtStreamDestroy(stream));
-  };
-  GE_MAKE_GUARD(release, callback);
   GELOGI("Cpu kernel launch task success.");
   return SUCCESS;
 }

ge/graph/load/model_manager/task_info/kernel_task_info.cc

@@ -645,6 +645,7 @@ Status KernelTaskInfo::InitTVMTask(uint16_t offset, const domi::KernelDef &kerne
   GE_CHECK_NOTNULL(op_desc);
 
   args_addr = std::unique_ptr<uint8_t[]>(new (std::nothrow) uint8_t[args_size_]);
+  GE_CHECK_NOTNULL(args_addr);
   errno_t sec_ret = memcpy_s(args_addr.get(), args_size_, kernel_def.args().data(), args_size_);
   if (sec_ret != EOK) {
     REPORT_CALL_ERROR("E19999", "Call memcpy_s fail, size:%u, ret:0x%X", args_size_, sec_ret);
@@ -1000,6 +1001,7 @@ Status KernelTaskInfo::InitAicpuTask(uint32_t op_index, const domi::KernelDef &k
 
   // copy args to new host memory
   args_addr = std::unique_ptr<uint8_t[]>(new (std::nothrow) uint8_t[args_size_]);
+  GE_CHECK_NOTNULL(args_addr);
   GE_PRINT_DYNAMIC_MEMORY(new, "cce task physical memory.", sizeof(uint8_t) * args_size_)
   errno_t sec_ret = memcpy_s(args_addr.get(), args_size_, kernel_def.args().data(), args_size_);
   if (sec_ret != EOK) {

ge/graph/manager/graph_manager.cc

@@ -3139,10 +3139,10 @@ void GraphManager::PreRunThread(GraphManager *graph_manager) {
     }
     // Avoid repeatively prerun for graphs owns same graph_id in online inference concurrency
     if (count > 1 && graph_node->GetBuildFlag()) {
-      graph_node->Lock();
       GELOGD("Avoid repeatively prerun, graph_id:%u.", args.graph_id);
       // In online inference concurrency senario, graph_node is allowed to be locked for 'count' times
       graph_node->SetSemSize(count);
+      graph_node->Lock();
       graph_manager->run_args_q_.Push(RunArgs( { graph_node, args.graph_id, args.session_id, args.error_context,
           args.input_tensor, graph_node->GetGeRootModel(), GetThreadLocalContext(), args.callback }));
       GELOGI("[PreRunThread] Loop end. Start to run with cached build model.");

ge/graph/partition/dynamic_shape_partition.cc

@@ -284,9 +284,6 @@ Status DynamicShapePartitioner::InitClusters() {
     auto cluster = MakeShared<Cluster>(rank++, type, node, this);
     REQUIRE_NOT_NULL(cluster, "[New][Memory] for cluster failed.");
     node_2_cluster_[node] = cluster;
-    if (cluster->IsUnknownShape()) {
-      ordered_cluster_.push_back(cluster);
-    }
 
     int64_t group_index = -1;
     if (AttrUtils::GetInt(node->GetOpDesc(), ATTR_NAME_CONTROL_FLOW_GROUP, group_index)) {
@@ -306,7 +303,7 @@ Status DynamicShapePartitioner::InitClusters() {
   return SUCCESS;
 }
 
-Status DynamicShapePartitioner::TopologicalSortClusters() {
+Status DynamicShapePartitioner::TopologicalSortClusters(const OrderedFilter &ordered_filter) {
   ordered_cluster_.clear();
   // BFS topological sort clusters for known shape cluster
   std::queue<ClusterPtr> ready_clusters;
@@ -331,7 +328,7 @@ Status DynamicShapePartitioner::TopologicalSortClusters() {
     auto cluster = ready_clusters.front();
     ready_clusters.pop();
     cluster->UpdateRank(rank++);
-    if (cluster->IsKnownShape() || cluster->IsInputNode()) {
+    if (ordered_filter == nullptr || ordered_filter(cluster)) {
       ordered_cluster_.push_back(cluster);
     }
     for (const auto &out_cluster : cluster->Outputs()) {
@@ -378,7 +375,6 @@ void DynamicShapePartitioner::MergeClustersControlFlow() {
       continue;
     }
 
-    bool is_unknown_cluster = cluster->IsUnknownShape();
     for (++rit; rit != control_cluster.rend(); ++rit) {
       const auto &cluster_from = *rit;
       if (all_merged_clusters.count(cluster_from) > 0) {
@@ -395,11 +391,6 @@ void DynamicShapePartitioner::MergeClustersControlFlow() {
         }
       }
     }
-
-    if (!is_unknown_cluster && cluster->IsUnknownShape()) {
-      GELOGD("Add to ordered cluster: %s", cluster->DebugString().c_str());
-      ordered_cluster_.push_back(cluster);
-    }
   }
 }
 
@@ -475,9 +466,19 @@ void DynamicShapePartitioner::MergeClustersInputData() {
 }
 
 Status DynamicShapePartitioner::MergeClusters() {
+  const auto filter_known = [](const ClusterPtr &cluster) {
+    return cluster->IsKnownShape() || cluster->IsInputNode();
+  };
+  const auto filter_unknown = [](const ClusterPtr &cluster) {
+    return cluster->IsUnknownShape();
+  };
+
   MergeClustersControlFlow();
+  REQUIRE_SUCCESS(TopologicalSortClusters(filter_unknown),
+                  "[TopologicalSort][Clusters] after merge control flow clusters failed.");
   MergeClustersUnknownShape();
-  REQUIRE_SUCCESS(TopologicalSortClusters(), "[TopologicalSort][Clusters] after merge unknown shape clusters failed.");
+  REQUIRE_SUCCESS(TopologicalSortClusters(filter_known),
+                  "[TopologicalSort][Clusters] after merge unknown shape clusters failed.");
   MergeClustersKnownShape();
   MergeClustersInputData();
   return SUCCESS;

ge/graph/partition/dynamic_shape_partition.h

@@ -111,6 +111,8 @@ class DynamicShapePartitioner {
 
   Status Partition();
 
+  using OrderedFilter = std::function<bool(const std::shared_ptr<Cluster> &cluster)>;
+
  private:
   Status PartitionImpl();
   // Collect nodes that satisfy the unknowshape rules:
@@ -138,7 +140,7 @@ class DynamicShapePartitioner {
   // Merge clusters step3
   void MergeClustersInputData();
   // Topological sort clusters after merge unknown shape clusters.
-  Status TopologicalSortClusters();
+  Status TopologicalSortClusters(const OrderedFilter &ordered_filter);
   // Deduplicate merged clusters
   void PruneUniqueClusters();
   // Establish the input-output anchors for each partition of the cluster and record links to other clusters

ge/graph/passes/mark_force_unknown_for_cond_pass.cc

@@ -16,8 +16,6 @@
 
 #include "mark_force_unknown_for_cond_pass.h"
 
-#include <queue>
-
 #include "graph/utils/node_utils.h"
 #include "graph/common/omg_util.h"
 
@@ -26,17 +24,7 @@ namespace {
 inline bool IsMergeInLoop(const NodePtr &node) {
   const static std::set<std::string> kLoopMergeInputs{ ENTER, REFENTER, NEXTITERATION, REFNEXTITERATION };
 
-  std::string node_type;
-  (void)GetOriginalType(node, node_type);
-  return kLoopMergeInputs.count(node_type) > 0;
-}
-
-inline bool IsSwitchInLoop(const NodePtr &node) {
-  const static std::set<std::string> kLoopSwitchInputs{ MERGE, REFMERGE, LOOPCOND };
-
-  std::string node_type;
-  (void)GetOriginalType(node, node_type);
-  return kLoopSwitchInputs.count(node_type) > 0;
+  return kLoopMergeInputs.count(NodeUtils::GetNodeType(node)) > 0;
 }
 }
 
@@ -44,10 +32,7 @@ Status MarkForceUnknownForCondPass::Run(ComputeGraphPtr graph) {
   GELOGD("MarkForceUnknownForCondPass Enter");
   std::map<NodePtr, std::vector<NodePtr>> switch_groups;
   for (const auto &node : graph->GetDirectNode()) {
-    std::string node_type;
-    GE_CHK_STATUS_RET(GetOriginalType(node, node_type),
-                      "[Get][OriginalType] of node in graph:%s failed.", graph->GetName().c_str());
-    if (kMergeOpTypes.count(node_type) == 0) {
+    if (kMergeOpTypes.count(NodeUtils::GetNodeType(node)) == 0) {
       continue;
     }
 
@@ -65,6 +50,51 @@ Status MarkForceUnknownForCondPass::Run(ComputeGraphPtr graph) {
 }
 
 ///
+/// @brief Deal with Switch node for LoopCond
+/// @param [in] Switch node
+/// @param [in] dest span
+/// @param [out] Search queue
+/// @return true: Switch In while loop / false: Not in while Loop.
+///
+bool MarkForceUnknownForCondPass::DealAsLoopSwitch(const NodePtr &node, uint32_t dst_span,
+                                                   std::queue<std::pair<NodePtr, uint32_t>> &search_queue) {
+  ///                 LoopCond --->\.
+  ///                               \.
+  /// Enter-----------+              \.
+  ///                 +--> Merge --> Switch --> Exit
+  /// NextIteration---+
+  const auto is_loop_op = [](const NodePtr &n) {
+    return NodeUtils::GetNodeType(n) == LOOPCOND;
+  };
+  const auto is_exit_op = [](const NodePtr &n) {
+    return kExitOpTypes.count(NodeUtils::GetNodeType(n)) > 0;
+  };
+
+  const auto src_nodes = node->GetInAllNodes();
+  const auto dst_nodes = node->GetOutAllNodes();
+  if (std::none_of(src_nodes.begin(), src_nodes.end(), is_loop_op) &&
+      std::none_of(dst_nodes.begin(), dst_nodes.end(), is_exit_op)) {
+    return false;
+  }
+
+  for (const auto &m : src_nodes) {
+    if (kMergeOpTypes.count(NodeUtils::GetNodeType(m)) > 0) {
+      for (const auto &n : m->GetInAllNodes()) {
+        if (kNextIterationOpTypes.count(NodeUtils::GetNodeType(n)) > 0) {
+          continue;
+        }
+
+        search_queue.push({n, dst_span});
+        GELOGD("Travel in Loop: %s <-- %s <-- %s, span is: %u", node->GetName().c_str(), m->GetName().c_str(),
+               n->GetName().c_str(), dst_span);
+      }
+    }
+  }
+
+  return true;
+}
+
+///
 /// @brief Mark force unknown shape for Switch node
 /// @param [in] merge node
 /// @param [out] switch group
@@ -72,6 +102,7 @@ Status MarkForceUnknownForCondPass::Run(ComputeGraphPtr graph) {
 ///
 void MarkForceUnknownForCondPass::MarkUnknownForSwitch(const NodePtr &node, std::vector<NodePtr> &switch_group) {
   // Switch --> {Switch --> Merge} --> Merge
+  GELOGD("Search Switch node for Merge: %s", node->GetName().c_str());
   std::unordered_set<NodePtr> nodes_seen;
   std::queue<std::pair<NodePtr, uint32_t>> search_queue({{node, 0}});
   while (!search_queue.empty()) {
@@ -79,43 +110,25 @@ void MarkForceUnknownForCondPass::MarkUnknownForSwitch(const NodePtr &node, std:
     const auto dst_span = search_queue.front().second;
     search_queue.pop();
 
-    // Switch --> Identity --> Constant
-    for (const auto &in_node : dst_node->GetInControlNodes()) {
-      if (nodes_seen.count(in_node) > 0) {
-        GELOGD("Travel node: %s, Skip already seen node: %s", dst_node->GetName().c_str(), in_node->GetName().c_str());
-        continue;
-      }
-      nodes_seen.insert(in_node);
-
-      if (in_node->GetType() == IDENTITY) {
-        GELOGD("Travel node: %s, In control: %s, span is: %u", dst_node->GetName().c_str(),
-               in_node->GetName().c_str(), dst_span);
-        search_queue.push({in_node, dst_span});
-      }
-    }
-
-    for (const auto &in_node : dst_node->GetInDataNodes()) {
+    for (const auto &in_node : dst_node->GetInAllNodes()) {
       if (nodes_seen.count(in_node) > 0) {
         GELOGD("Travel node: %s, Skip already seen node: %s", dst_node->GetName().c_str(), in_node->GetName().c_str());
         continue;
       }
       nodes_seen.insert(in_node);
 
-      std::string node_type;
-      (void)GetOriginalType(in_node, node_type);
+      const std::string node_type = NodeUtils::GetNodeType(in_node);
       GELOGD("Travel node: %s, %s node: %s, span is: %u", dst_node->GetName().c_str(), node_type.c_str(),
              in_node->GetName().c_str(), dst_span);
       if (kSwitchOpTypes.count(node_type) > 0) { // Switch input node.
+        if (DealAsLoopSwitch(in_node, dst_span, search_queue)) {
+          continue;
+        }
+
         if (dst_span > 0) {
           search_queue.push({in_node, dst_span - 1});
         } else {
-          const auto &all_in_nodes = in_node->GetInDataNodes();
-          if (std::any_of(all_in_nodes.begin(), all_in_nodes.end(), IsSwitchInLoop)) {
-            GELOGW("Travel node: %s, %s node: %s, Skip LoopCond switch", dst_node->GetName().c_str(), node_type.c_str(),
-                   in_node->GetName().c_str());
-          } else {
-            switch_group.emplace_back(in_node);
-          }
+          switch_group.emplace_back(in_node);
         }
       } else if (kMergeOpTypes.count(node_type) > 0) { // Merge input node.
         search_queue.push({in_node, dst_span + 1});

ge/graph/passes/mark_force_unknown_for_cond_pass.h

@@ -19,6 +19,8 @@
 
 #include "inc/graph_pass.h"
 
+#include <queue>
+
 namespace ge {
 class MarkForceUnknownForCondPass : public GraphPass {
  public:
@@ -26,6 +28,15 @@ class MarkForceUnknownForCondPass : public GraphPass {
 
  private:
   ///
+  /// @brief Deal with Switch node for LoopCond
+  /// @param [in] Switch node
+  /// @param [in] dest span
+  /// @param [out] Search queue
+  /// @return true: Switch In while loop / false: Not in while Loop.
+  ///
+  bool DealAsLoopSwitch(const NodePtr &node, uint32_t dst_span, std::queue<std::pair<NodePtr, uint32_t>> &search_queue);
+
+  ///
   /// @brief Mark force unknown shape for Switch node
   /// @param [in] merge node
   /// @param [out] switch group

ge/graph/passes/next_iteration_pass.cc

@@ -24,7 +24,9 @@ using std::string;
 
 namespace ge {
 namespace {
-const int64_t kLoopType = 1;
+constexpr int64_t kLoopType = 1;
+constexpr uint8_t kMaxTransOp = 3;
+constexpr uint8_t kTransOpIoSize = 1;
 }
 
 Status NextIterationPass::Run(ComputeGraphPtr graph) {
@@ -287,18 +289,25 @@ void NextIterationPass::HandleSwitchExitNodes(const LoopCondGroup &loop_group, i
   std::string node_type;
   for (const auto &switch_node : loop_group.switch_nodes) {
     SetControlFlowGroup(switch_node, group_index);
-    for (const auto &node : switch_node->GetOutDataNodes()) {
-      (void)GetOriginalType(node, node_type);
-      if (kExitOpTypes.count(node_type) > 0) {
-        SetControlFlowGroup(node, group_index);
-      } else {
-        // For: Switch -> Cast -> Exit
-        for (const auto &n : node->GetOutDataNodes()) {
-          (void)GetOriginalType(n, node_type);
-          if (kExitOpTypes.count(node_type) > 0) {
-            SetControlFlowGroup(n, group_index);
-          }
+    for (auto node : switch_node->GetOutDataNodes()) {
+      // Switch --> Exit
+      // Switch --> Cast --> Exit
+      // Switch --> TransData --> Cast --> Exit
+      for (uint8_t i  = 0; i < kMaxTransOp; ++i) {
+        if (node->GetInDataNodes().size() != kTransOpIoSize || node->GetAllOutDataAnchorsSize() != kTransOpIoSize) {
+          break;
         }
+
+        if (kExitOpTypes.count(NodeUtils::GetNodeType(node)) > 0) {
+          SetControlFlowGroup(node, group_index);
+          break;
+        }
+
+        const auto &all_nodes = node->GetOutAllNodes();
+        if (all_nodes.size() != kTransOpIoSize) {
+          break;
+        }
+        node = all_nodes.at(0);
       }
     }
   }

ge/graph/passes/parallel_group_pass.cc

@@ -15,7 +15,7 @@
  */
 
 #include "graph/passes/parallel_group_pass.h"
-
+#include <queue>
 #include "framework/common/debug/ge_log.h"
 #include "common/ge/ge_util.h"
 #include "framework/common/ge_inner_error_codes.h"
@@ -299,24 +299,19 @@ Status ParallelGroupPass::ReplaceWithSwitchAndMerge(NodePtr pre_node, NodePtr cu
       for (const auto &switch_node : cur_itr->second.first) {
         int64_t pre_id = pre_node->GetOpDesc()->GetId();
         int64_t switch_id = switch_node->GetOpDesc()->GetId();
-        // avoid ring
-        if (pre_id > switch_id) {
-          auto merge_node = cur_itr->second.second;
-          if (AddCtrlEdge(merge_node, pre_node) != SUCCESS) {
-            GELOGE(FAILED, "[AddEdge][Node]Add edge for nodes: %s->%s failed.",
-                   pre_node->GetName().c_str(), switch_node->GetName().c_str());
-            REPORT_CALL_ERROR("E19999", "[AddEdge][Node]Add edge for nodes: %s->%s failed.",
-                              pre_node->GetName().c_str(), switch_node->GetName().c_str());
-            return FAILED;
-          }
-        } else {
-          if (AddCtrlEdge(pre_node, switch_node) != SUCCESS) {
-            GELOGE(FAILED, "[AddEdge][Node]Add edge for nodes: %s->%s failed.",
-                   pre_node->GetName().c_str(), switch_node->GetName().c_str());
-            REPORT_CALL_ERROR("E19999", "[AddEdge][Node]Add edge for nodes: %s->%s failed.",
-                              pre_node->GetName().c_str(), switch_node->GetName().c_str());
-            return FAILED;
-          }
+        NodePtr first_node = pre_node;
+        NodePtr second_node = switch_node;
+        if (pre_id > switch_id && IsIndirectConnect(switch_node, pre_node)) {
+          // avoid ring, merge->pre_node
+          first_node = cur_itr->second.second;
+          second_node = pre_node;
+        }
+        if (AddCtrlEdge(first_node, second_node) != SUCCESS) {
+          GELOGE(FAILED, "[AddEdge][Node]Add edge for nodes: %s->%s failed.",
+                 first_node->GetName().c_str(), second_node->GetName().c_str());
+          REPORT_CALL_ERROR("E19999", "[AddEdge][Node]Add edge for nodes: %s->%s failed.",
+                            first_node->GetName().c_str(), second_node->GetName().c_str());
+          return FAILED;
         }
       }
     } else {
@@ -345,4 +340,29 @@ bool ParallelGroupPass::IsWhileStreamSwitch(OpDescPtr switch_op_desc) {
   return (AttrUtils::GetInt(switch_op_desc, ATTR_NAME_STREAM_SWITCH_TYPE, stream_switch_type) &&
     stream_switch_type == kLoopType);
 }
+
+bool ParallelGroupPass::IsIndirectConnect(const NodePtr &node_a, const NodePtr &node_b) {
+  if (node_a == nullptr || node_b == nullptr) {
+    GELOGW("node_a or node_b is nullptr.");
+    return false;
+  }
+  int64_t end_id = node_b->GetOpDesc()->GetId();
+  std::queue<NodePtr> nodes;
+  nodes.push(node_a);
+  while (!nodes.empty()) {
+    NodePtr tmp_node = nodes.front();
+    nodes.pop();
+    if (tmp_node == nullptr || tmp_node->GetOpDesc() == nullptr ||
+        tmp_node->GetOpDesc()->GetId() > end_id) {
+      continue;
+    }
+    if (tmp_node == node_b) {
+      return true;
+    }
+    for (const auto &out_node : tmp_node->GetOutAllNodes()) {
+      nodes.push(out_node);
+    }
+  }
+  return false;
+}
 } // namespace ge

ge/graph/passes/parallel_group_pass.h

@@ -48,6 +48,7 @@ class ParallelGroupPass : public GraphPass {
 
   bool IsBigSmallLoopStreamSwitch(OpDescPtr switch_op_desc);
   bool IsWhileStreamSwitch(OpDescPtr switch_op_desc);
+  bool IsIndirectConnect(const NodePtr &node_a, const NodePtr &node_b);
 };
 }  // namespace ge
 #endif // GE_GRAPH_PASSES_PARALLEL_GROUP_PASS_H

ge/graph/passes/switch_to_stream_switch_pass.cc

@@ -395,8 +395,9 @@ NodePtr SwitchToStreamSwitchPass::CreateStreamSwitchNode(const ComputeGraphPtr &
                 peer_cond_anchor->GetOwnerNode()->GetName().c_str(), stream_switch->GetName().c_str());
 
   int64_t group_index = -1;
-  (void)AttrUtils::GetInt(switch_node->GetOpDesc(), ATTR_NAME_CONTROL_FLOW_GROUP, group_index);
-  SetControlFlowGroup(stream_switch, group_index);
+  if (AttrUtils::GetInt(switch_node->GetOpDesc(), ATTR_NAME_CONTROL_FLOW_GROUP, group_index)) {
+    SetControlFlowGroup(stream_switch, group_index);
+  }
   return stream_switch;
 }
 

ge/graph/preprocess/insert_op/util_insert_aipp_op.cc

@@ -568,6 +568,7 @@ Status InsertNewOpUtil::GetDataRelatedNode(NodePtr &node, std::map<NodePtr, std:
   }
 
   std::unique_ptr<domi::AippOpParams> aipp_params(new (std::nothrow) domi::AippOpParams());
+  GE_CHECK_NOTNULL(aipp_params);
   ge::GeAttrValue::NAMED_ATTRS aipp_attr;
   GE_CHK_BOOL_RET_STATUS(AttrUtils::GetNamedAttrs(data_op, ATTR_NAME_AIPP, aipp_attr), ACL_ERROR_GE_AIPP_NOT_EXIST,
                          "[Get][Attr] %s from op:%s failed", ATTR_NAME_AIPP.c_str(), data_op->GetName().c_str());

ge/graph/preprocess/multi_batch_copy_graph.cc

@@ -1206,7 +1206,7 @@ Status MultiBatchGraphCopyer::CheckCopyResult(const std::vector<NodePtr> &start_
     auto dims = NodeUtils::GetOutputDesc(*node, kDataOutIndex).GetShape().GetDims();
     if (!IsAllDimsPositive(dims)) {
       REPORT_CALL_ERROR("E19999", "Failed to copy multi batch graph, the node %s still has unknown shape %s",
-             node->GetName().c_str(), formats::ShapeToString(dims).c_str());
+                        node->GetName().c_str(), formats::ShapeToString(dims).c_str());
       GELOGE(INTERNAL_ERROR, "[Check][Param] Failed to copy multi batch graph, the node %s still has unknown shape %s",
              node->GetName().c_str(), formats::ShapeToString(dims).c_str());
       return INTERNAL_ERROR;

ge/host_kernels/fill_kernel.cc

@@ -45,6 +45,7 @@ Status FillKernel::Compute(const ge::OpDescPtr op_desc_ptr, const std::vector<ge
     GELOGE(PARAM_INVALID, "Parameter's invalid, Input opDescPtr is nullptr.");
     return PARAM_INVALID;
   }
+  GELOGD("FillKernel in, name: %s.", op_desc_ptr->GetName().c_str());
 
   GE_CHECK_NOTNULL(input.at(kFillDimsInputIndex));
   GE_CHECK_NOTNULL(input.at(kFillDataInputIndex));
@@ -57,6 +58,13 @@ Status FillKernel::Compute(const ge::OpDescPtr op_desc_ptr, const std::vector<ge
     return NOT_CHANGED;
   }
 
+  auto output_desc = op_desc_ptr->GetOutputDescPtr(0);
+  GE_CHECK_NOTNULL(output_desc);
+  if (output_desc->GetShape().IsUnknownShape()) {
+    GELOGD("Output is unknown shape, [%s] skip FillKernel.", op_desc_ptr->GetName().c_str());
+    return NOT_CHANGED;
+  }
+
   GeTensorPtr output_ptr;
   output_ptr = MakeShared<GeTensor>(op_desc_ptr->GetOutputDesc(0));
   if (output_ptr == nullptr) {

ge/hybrid/executor/hybrid_model_async_executor.cc

@@ -297,13 +297,15 @@ Status HybridModelAsyncExecutor::PrepareInputs(const InputData &current_data, Hy
         }
       }
       tensor_desc->SetShape(shape);
-      args.input_desc[input_index] = tensor_desc;
-      GELOGD("Update shape of input[%zu] to [%s]", input_index, tensor_desc->MutableShape().ToString().c_str());
+      GELOGD("Update shape[%s] of input[%zu] to [%s]",
+             shape.ToString().c_str(), input_index, tensor_desc->MutableShape().ToString().c_str());
       GE_CHK_GRAPH_STATUS_RET(TensorUtils::GetTensorMemorySizeInBytes(*tensor_desc, tensor_size),
                               "[Invoke][GetTensorMemorySizeInBytes]Failed to calc tensor size,"
                               "index = %zu, shape = [%s], model_id = %u.",
                               input_index, tensor_desc->GetShape().ToString().c_str(), model_id_);
-      GELOGD("Input tensor[%zu] size = %zu", input_index, tensor_size);
+      GELOGD("Input tensor[%zu] size = %ld", input_index, tensor_size);
+      TensorUtils::SetSize(*tensor_desc, tensor_size);
+      args.input_desc[input_index] = tensor_desc;
     }
 
     GE_CHECK_GE(tensor_size, 0);

ge/hybrid/executor/node_state.cc

@@ -326,17 +326,45 @@ std::shared_ptr<TaskContext> NodeState::GetTaskContext() {
 }
 
 void NodeState::SavePersistTensor(int input_idx, const TensorValue &tensor) {
-  if (node_item_->root_data_.count(input_idx) > 0) {
-    GELOGD("[%s] Save Root input tensor: %d", GetName().c_str(), input_idx);
-    root_tensor_values_[input_idx] = tensor;
+  const auto is_persist_tensor = [](const std::map<const NodeItem *, std::set<int>> &items, int idx) {
+    const auto is_exist = [&idx](const std::pair<const NodeItem *, std::set<int>> &items) {
+      return items.second.count(idx) > 0;
+    };
+    return std::any_of(items.begin(), items.end(), is_exist);
+  };
+
+  if (root_tensor_values_.count(input_idx) > 0) {
+    return;
   }
 
-  if (node_item_->enter_data_.count(input_idx) > 0) {
+  if (is_persist_tensor(node_item_->root_data_, input_idx)) {
+    GELOGD("[%s] Save Root input tensor: %d", GetName().c_str(), input_idx);
+    root_tensor_values_[input_idx] = tensor;
+  } else if (is_persist_tensor(node_item_->enter_data_, input_idx)) {
     GELOGD("[%s] Save Enter input tensor: %d", GetName().c_str(), input_idx);
     root_tensor_values_[input_idx] = tensor;
   }
 }
 
+void NodeState::UpdatePersistTensor() {
+  const auto update_tensor = [&](const std::map<const NodeItem *, std::set<int>> &items) {
+    for (const auto &item : items) {
+      for (const auto idx : item.second) {
+        UpdatePersistTensor(idx);
+      }
+    }
+  };
+
+  if (root_tensor_values_.empty()) {
+    return;
+  }
+
+  update_tensor(node_item_->root_data_);
+  if (iteration_count_ > 0) {
+    update_tensor(node_item_->enter_data_);
+  }
+}
+
 void NodeState::UpdatePersistTensor(int input_idx) {
   const auto it = root_tensor_values_.find(input_idx);
   if (it == root_tensor_values_.end()) {
@@ -363,16 +391,9 @@ void NodeState::ResetContext(uint64_t iteration) {
 
   data_scheduled_ = static_cast<uint32_t>(node_item_->root_data_.size());
   ctrl_scheduled_ = static_cast<uint32_t>(node_item_->root_ctrl_.size());
-  for (auto item : node_item_->root_data_) {
-    UpdatePersistTensor(item.first);
-  }
-
   if (iteration > 0) {
     data_scheduled_ += static_cast<uint32_t>(node_item_->enter_data_.size());
     ctrl_scheduled_ += static_cast<uint32_t>(node_item_->enter_ctrl_.size());
-    for (auto item : node_item_->enter_data_) {
-      UpdatePersistTensor(item.first);
-    }
   }
 
   iteration_count_ = iteration;

ge/hybrid/executor/node_state.h

@@ -132,6 +132,7 @@ struct NodeState {
   void RunNextIteration();
 
   void SavePersistTensor(int input_idx, const TensorValue &tensor);
+  void UpdatePersistTensor();
 
   Status NodeScheduled(const std::function<void(const NodeItem *)> &ready) const;
 

ge/hybrid/executor/worker/execution_engine.cc

@@ -373,6 +373,7 @@ Status ExecutionEngine::DoExecuteAsync(NodeState &node_state,
   auto executor = node_item.node_executor;
   GE_CHECK_NOTNULL(executor);
   RECORD_EXECUTION_EVENT(&context, task_context.GetNodeName(), "[PrepareTask] Start");
+  node_state.UpdatePersistTensor();
   GE_CHK_STATUS_RET(executor->PrepareTask(*task, task_context), "[Prepare][Task] for [%s] failed.",
                     node_state.GetName().c_str());
   RECORD_EXECUTION_EVENT(&context, task_context.GetNodeName(), "[PrepareTask] End");

ge/hybrid/model/hybrid_model.h

@@ -147,6 +147,7 @@ class HybridModel {
   GeRootModelPtr ge_root_model_;
   std::map<uint32_t, NodeItem *> input_nodes_;
   ComputeGraphPtr root_graph_;
+  ComputeGraphPtr orig_root_graph_;
   std::map<std::string, NodePtr> device_variable_nodes_; //lint !e148
   std::map<std::string, NodePtr> host_variable_nodes_; //lint !e148
   std::map<std::string, std::unique_ptr<TensorValue>> variable_tensors_;

ge/hybrid/model/hybrid_model_builder.cc

@@ -147,6 +147,7 @@ Status HybridModelBuilder::Build() {
   GE_CHK_STATUS_RET(ValidateParams(), "[Invoke][ValidateParams] failed, model_name_:[%s]", GetGraphName());
   hybrid_model_.model_name_ = ge_root_model_->GetModelName();
   GELOGI("[%s] Start to build hybrid model.", GetGraphName());
+  GE_CHK_STATUS_RET(CopyGraph(), "[Invoke][CopyGraph] failed, model_name_:[%s]", GetGraphName());
   GE_CHK_STATUS_RET(InitRuntimeParams(), "[Invoke][InitRuntimeParams] failed, model_name_:[%s]", GetGraphName());
   GE_CHK_STATUS_RET(RecoverGraphUnknownFlag(),
                     "[Invoke][RecoverGraphUnknownFlag] failed, model_name_:[%s]", GetGraphName());
@@ -171,11 +172,12 @@ Status HybridModelBuilder::Build() {
 
 Status HybridModelBuilder::BuildForSingleOp() {
   GE_CHK_STATUS_RET(ValidateParams(), "[Invoke][ValidateParams] failed, model_name_:[%s]", GetGraphName());
+  hybrid_model_.root_graph_ = ge_root_model_->GetRootGraph();
   hybrid_model_.model_name_ = ge_root_model_->GetRootGraph()->GetName();
   GELOGI("[%s] Start to build hybrid model.", GetGraphName());
   auto ret = ge_root_model_->GetSubgraphInstanceNameToModel();
-  const GeModelPtr ge_model = ret[ge_root_model_->GetRootGraph()->GetName()];
-  GE_CHK_STATUS_RET(IndexTaskDefs(ge_root_model_->GetRootGraph(), ge_model),
+  const GeModelPtr ge_model = ret[hybrid_model_.root_graph_->GetName()];
+  GE_CHK_STATUS_RET(IndexTaskDefs(hybrid_model_.root_graph_, ge_model),
                     "[Invoke][IndexTaskDefs] failed, model_name_:[%s]", GetGraphName());
   GE_CHK_STATUS_RET(LoadGraph(), "[Invoke][LoadGraph] failed, model_name_:[%s]", GetGraphName());
   GE_CHK_STATUS_RET(InitWeights(), "[Invoke][InitWeights] failed, model_name_:[%s]", GetGraphName());
@@ -190,6 +192,27 @@ Status HybridModelBuilder::ValidateParams() {
   return SUCCESS;
 }
 
+Status HybridModelBuilder::CopyGraph() {
+  GELOGD("Copy compute graph begin.");
+  auto root_graph = ge_root_model_->GetRootGraph();
+
+  std::string new_graph_name = ge_root_model_->GetRootGraph()->GetName();
+  ComputeGraphPtr new_root_graph = MakeShared<ComputeGraph>(new_graph_name);
+  GE_CHECK_NOTNULL(new_root_graph);
+  int32_t depth = 0;
+  std::map<ConstNodePtr, NodePtr> node_old_2_new;
+  std::map<ConstOpDescPtr, OpDescPtr> op_desc_old_2_new;
+  graphStatus ret = GraphUtils::CopyComputeGraph(root_graph, new_root_graph, node_old_2_new, op_desc_old_2_new, depth);
+  if (ret != GRAPH_SUCCESS) {
+    GELOGE(GRAPH_FAILED, "Copy compute graph failed.");
+    return GRAPH_FAILED;
+  }
+  hybrid_model_.root_graph_ = new_root_graph;
+
+  GELOGD("Copy compute graph[%s] success.", new_graph_name.c_str());
+  return SUCCESS;
+}
+
 Status HybridModelBuilder::BuildNodeItem(const NodePtr &node, NodeItem &node_item) {
   auto op_desc = node->GetOpDesc();
   GE_CHK_STATUS_RET(ParseForceInfershapeNodes(node, node_item),
@@ -265,10 +288,6 @@ Status HybridModelBuilder::GetOrCreateNodeItem(const NodePtr &node, NodeItem **n
     return SUCCESS;
   }
 
-  if (node->GetType() == MEMCPYASYNC) { // Convert MemcpyAsync to Identity.
-    node->GetOpDesc()->SetType(IDENTITY);
-  }
-
   std::unique_ptr<NodeItem> new_node;
   GE_CHK_STATUS_RET(NodeItem::Create(node, new_node), "[Invoke][Create] failed, model_name_:[%s]", GetGraphName());
   GE_CHK_STATUS_RET_NOLOG(NodeExecutorManager::GetInstance().GetExecutor(*node, &new_node->node_executor));
@@ -814,12 +833,13 @@ Status HybridModelBuilder::BuildOutputMapping(GraphItem &graph_item,
 }
 
 Status HybridModelBuilder::LoadGraph() {
-  auto root_graph = ge_root_model_->GetRootGraph();
+  auto root_graph = hybrid_model_.root_graph_;
   if (!GetContext().GetHostExecFlag()) {
     std::shared_ptr<ComputeGraph> merged_graph;
     GELOGI("Before merging subgraphs DirectNodesSize = %zu, GetAllNodesSize = %zu",
            root_graph->GetDirectNodesSize(),
            root_graph->GetAllNodesSize());
+    hybrid_model_.orig_root_graph_ = root_graph;
     GE_CHK_GRAPH_STATUS_RET(UnfoldSubgraphs(root_graph, merged_graph),
                             "[Invoke][UnfoldSubgraphs]Failed to unfold subgraphs, model_name_:%s.", GetGraphName());
     root_graph = std::move(merged_graph);
@@ -877,6 +897,7 @@ Status HybridModelBuilder::LoadGraph() {
   }
   for (auto &it : hybrid_model_.known_shape_sub_models_) {
     auto node_item = MutableNodeItem(it.first);
+    GE_CHECK_NOTNULL(node_item);
     AscendString graph_name;
     GE_CHK_GRAPH_STATUS_RET(it.second->GetGraph().GetName(graph_name), "Failed to get subgraph name");
     auto subgraph = hybrid_model_.GetRootGraph()->GetSubgraph(graph_name.GetString());
@@ -1023,6 +1044,7 @@ Status HybridModelBuilder::InitConstantOps() {
       } else {
         var_tensor.reset(new(std::nothrow)TensorValue(nullptr, 0));
       }
+      GE_CHECK_NOTNULL(var_tensor);
     } else {
       GE_CHK_STATUS_RET_NOLOG(VarNodeToTensor(var_node, var_tensor));
       GELOGD("Init const op tensor. name = %s, size = %ld", var_name.c_str(), var_tensor->GetSize());
@@ -1125,7 +1147,9 @@ Status HybridModelBuilder::InitWeights() {
            sub_weight_buffer->GetSize());
     auto subgraph = GraphUtils::GetComputeGraph(subgraph_model.second->GetGraph());
     if (subgraph != ge_root_model_->GetRootGraph()) {
-      subgraph = ge_root_model_->GetRootGraph()->GetSubgraph(subgraph_model.first);
+      subgraph = hybrid_model_.root_graph_->GetSubgraph(subgraph_model.first);
+    } else {
+      subgraph = hybrid_model_.root_graph_;
     }
     GE_CHECK_NOTNULL(subgraph);
     hybrid_model_.weight_buffer_map_.emplace(subgraph->GetName(), std::move(sub_weight_buffer));
@@ -1304,7 +1328,7 @@ Status HybridModelBuilder::IndexTaskDefs(const ComputeGraphPtr &sub_graph, const
 }
 
 Status HybridModelBuilder::IndexTaskDefs() {
-  const auto root_graph = ge_root_model_->GetRootGraph();
+  const auto &root_graph = hybrid_model_.root_graph_;
   const auto &root_graph_name = root_graph->GetName();
   if (SetOutputNameAttr(*root_graph) != SUCCESS) {
     GELOGW("Set output name attr failed.");
@@ -1338,7 +1362,7 @@ Status HybridModelBuilder::IndexTaskDefs() {
 
 Status HybridModelBuilder::IndexSpecialNodes() {
   GELOGD("Start to index special nodes");
-  const auto &root_graph = ge_root_model_->GetRootGraph();
+  const auto &root_graph = hybrid_model_.root_graph_;
   for (auto &node : root_graph->GetAllNodes()) {
     GE_CHECK_NOTNULL(node);
     GE_CHECK_NOTNULL(node->GetOpDesc());
@@ -1493,7 +1517,7 @@ Status HybridModelBuilder::InitRuntimeParams() {
   runtime_param_.session_id = ret ? static_cast<uint64_t>(value) : 0;
   ret = ge::AttrUtils::GetInt(first_model, ATTR_MODEL_TASK_GEN_VAR_ADDR, value);
   runtime_param_.logic_var_base = ret ? static_cast<uint64_t>(value) : 0;
-  runtime_param_.graph_id = ge_root_model_->GetRootGraph()->GetGraphID();
+  runtime_param_.graph_id = hybrid_model_.root_graph_->GetGraphID();
   value = 0;
   for (auto &it : ge_root_model_->GetSubgraphInstanceNameToModel()) {
     (void) ge::AttrUtils::GetInt(it.second, ATTR_MODEL_VAR_SIZE, value);
@@ -1630,7 +1654,7 @@ Status HybridModelBuilder::TransAllVarData() {
 }
 
 Status HybridModelBuilder::CopyVarData() {
-  GE_CHK_STATUS_RET(TransVarDataUtils::CopyVarData(ge_root_model_->GetRootGraph(),
+  GE_CHK_STATUS_RET(TransVarDataUtils::CopyVarData(hybrid_model_.root_graph_,
                                                    runtime_param_.session_id,
                                                    hybrid_model_.device_id_),
                     "[Invoke][CopyVarData] failed.");
@@ -1713,7 +1737,7 @@ Status HybridModelBuilder::LoadKnownShapedSubgraph(ComputeGraph &graph, NodeItem
 }
 
 Status HybridModelBuilder::RecoverGraphUnknownFlag() {
-  const auto &root_graph = ge_root_model_->GetRootGraph();
+  const auto &root_graph = hybrid_model_.root_graph_;
   for (auto &sub_graph : root_graph->GetAllSubgraphs()) {
     GE_CHECK_NOTNULL(sub_graph);
     for (const auto &node : sub_graph->GetDirectNode()) {

ge/hybrid/model/hybrid_model_builder.h

@@ -56,6 +56,7 @@ class HybridModelBuilder {
   Status BuildOutputMapping(GraphItem &partitioned_call, const NodeItem &node_item, bool is_root_graph);
   Status ValidateParams();
   Status LoadGraph();
+  Status CopyGraph();
   Status LoadGeModel(ComputeGraph &graph, const GeModelPtr &ge_model);
   static Status InitHcclExecutorOnDemand(const GeModelPtr &ge_model);
   Status LoadTask(NodeItem &node_item);

ge/hybrid/model/node_item.cc

@@ -14,10 +14,8 @@
  * limitations under the License.
  */
 
-#include "node_item.h"
-#include <sstream>
-#include "common/debug/log.h"
-#include "graph/common/omg_util.h"
+#include "hybrid/model/node_item.h"
+
 #include "graph/compute_graph.h"
 #include "graph/debug/ge_attr_define.h"
 #include "hybrid/executor/worker/shape_inference_engine.h"
@@ -26,6 +24,8 @@
 namespace ge {
 namespace hybrid {
 namespace {
+const uint8_t kMaxTransCount = 3;
+const uint32_t kTransOpIoSize = 1;
 const char *const kAttrNameOriginalFusionGraph = "_original_fusion_graph";
 const char *const kNodeTypeRetVal = "_RetVal";
 const std::set<std::string> kControlOpTypes{
@@ -41,6 +41,25 @@ const std::set<std::string> kMergeOpTypes{
     MERGE, REFMERGE, STREAMMERGE
 };
 
+bool IsEnterFeedNode(NodePtr node) {
+  // For: Enter -> node
+  // For: Enter -> Cast -> node
+  // For: Enter -> TransData -> Cast -> node
+  for (uint8_t i = 0; i < kMaxTransCount; ++i) {
+    if (kEnterOpTypes.count(NodeUtils::GetNodeType(node)) > 0) {
+      GELOGD("Node[%s] is Enter feed node.", node->GetName().c_str());
+      return true;
+    }
+
+    const auto all_nodes = node->GetInDataNodes();
+    if (all_nodes.size() != kTransOpIoSize || node->GetAllInDataAnchorsSize() != kTransOpIoSize) {
+      return false;
+    }
+    node = all_nodes.at(0);
+  }
+  return false;
+}
+
 Status ParseInputMapping(Node &node, OpDesc &op_desc, FusedSubgraph &fused_subgraph) {
   uint32_t parent_index = 0;
   if (!AttrUtils::GetInt(op_desc, ATTR_NAME_PARENT_NODE_INDEX, parent_index)) {
@@ -98,8 +117,7 @@ Status ParseFusedSubgraph(NodeItem &node_item) {
     GE_CHECK_NOTNULL(node);
     auto op_desc = node->GetOpDesc();
     GE_CHECK_NOTNULL(op_desc);
-    std::string node_type;
-    GE_CHK_STATUS_RET(GetOriginalType(node, node_type));
+    const std::string node_type = NodeUtils::GetNodeType(node);
     if (node_type == DATA) {
       GE_CHK_GRAPH_STATUS_RET(ParseInputMapping(*node, *op_desc, *fused_subgraph));
     } else if (node_type == kNodeTypeRetVal) {
@@ -398,19 +416,21 @@ void NodeItem::SetDataSend(NodeItem *node_item, int anchor_index) {
   data_send_.emplace(node_item);
   node_item->data_recv_[this] = anchor_index;
   if (is_root_node_) {
-    node_item->root_data_[anchor_index] = this;
+    auto &data_anchors = node_item->root_data_[this];
+    data_anchors.emplace(anchor_index);
   }
   // If Enter feed Not Merge, take as root Node.
-  if (IsEnterOp() && (node_item->node_type != STREAMMERGE)) {
-    node_item->enter_data_[anchor_index] = this;
+  if (IsEnterFeedNode(node) && (node_item->node_type != STREAMMERGE)) {
+    auto &data_anchors = node_item->enter_data_[this];
+    data_anchors.emplace(anchor_index);
   }
   GELOGI("Node[%s] will control node[%s]", NodeName().c_str(), node_item->NodeName().c_str());
 }
 
 void NodeItem::SetCtrlSend(NodeItem *node_item, uint32_t switch_index) {
   if (switch_index < switch_groups_.size()) {
-    std::vector<const NodeItem *> &switch_group = switch_groups_[switch_index];
-    switch_group.emplace_back(node_item);
+    auto &switch_group = switch_groups_[switch_index];
+    switch_group.emplace(node_item);
   } else {
     ctrl_send_.insert(node_item);
   }
@@ -420,7 +440,7 @@ void NodeItem::SetCtrlSend(NodeItem *node_item, uint32_t switch_index) {
     node_item->root_ctrl_.emplace(this);
   }
   // If Enter feed control signal, take as root Node.
-  if (IsEnterOp() && (node_item->node_type != STREAMMERGE && node_item->node_type != STREAMACTIVE)) {
+  if (IsEnterFeedNode(node) && (node_item->node_type != STREAMMERGE && node_item->node_type != STREAMACTIVE)) {
     node_item->enter_ctrl_.emplace(this);
   }
   GELOGI("Node[%s] will control node[%s]", NodeName().c_str(), node_item->NodeName().c_str());
@@ -433,8 +453,8 @@ void NodeItem::SetMergeCtrl(NodeItem *node_item, uint32_t merge_index) {
   }
 
   // this is StreamMerge node, node_item is StreamActive node.
-  std::vector<const NodeItem *> &switch_group = switch_groups_[merge_index];
-  switch_group.emplace_back(node_item);
+  auto &switch_group = switch_groups_[merge_index];
+  switch_group.emplace(node_item);
 
   node_item->ctrl_send_.emplace(this);
   GELOGI("Node[%s] will control node[%s]", node_item->NodeName().c_str(), NodeName().c_str());

ge/hybrid/model/node_item.h

@@ -148,14 +148,14 @@ struct NodeItem {
   int64_t frame_index_ = -1;
   int64_t parent_frame_ = -1;
   std::set<const NodeItem *> root_ctrl_;  // Recv ctrl from root node
-  std::map<int, const NodeItem *> root_data_;  // Recv data from root node
+  std::map<const NodeItem *, std::set<int>> root_data_;  // Recv data from root node
   std::set<const NodeItem *> enter_ctrl_; // Recv ctrl from Enter node
-  std::map<int, const NodeItem *> enter_data_; // Recv data from Enter node
+  std::map<const NodeItem *, std::set<int>> enter_data_; // Recv data from Enter node
   std::set<const NodeItem *> data_send_;  // Send data notify to
   std::map<const NodeItem *, int> data_recv_;  // Recv data notify from
   std::set<const NodeItem *> ctrl_send_;  // Send ctrl notify to
   std::set<const NodeItem *> ctrl_recv_;  // Recv ctrl notify from
-  std::vector<std::vector<const NodeItem *>> switch_groups_;  // Send ctrl notify to
+  std::vector<std::set<const NodeItem *>> switch_groups_;  // Send ctrl notify to
 
   std::shared_ptr<NodeTask> kernel_task;
   std::unique_ptr<FusedSubgraph> fused_subgraph;

ge/hybrid/node_executor/hccl/hccl_node_executor.cc

@@ -342,6 +342,7 @@ Status RdmaNodeTask::ExecuteAsync(TaskContext &context, std::function<void()> do
       GE_CHK_RT_RET(rtEventDestroy(evt));
     }
     GELOGI("rdma callback success.");
+    return SUCCESS;
   };
 
   HcclResult hccl_ret = HcomExecEnqueueRemoteAccess(context.GetNodeItem().NodeType(), addr_infos, callback);

ge/hybrid/node_executor/rts/rts_node_executor.cc

@@ -17,13 +17,9 @@
 #include "hybrid/node_executor/rts/rts_node_executor.h"
 #include "hybrid/node_executor/rts/rts_task_factory.h"
 
-#include "common/debug/log.h"
 #include "common/ge/ge_util.h"
-#include "common/types.h"
-#include "graph/common/omg_util.h"
 #include "graph/utils/tensor_utils.h"
 #include "hybrid/model/hybrid_model.h"
-#include "runtime/rt.h"
 
 namespace ge {
 namespace hybrid {
@@ -33,6 +29,7 @@ REGISTER_RTS_TASK_CREATOR(IDENTITY, IdentityNodeTask);
 REGISTER_RTS_TASK_CREATOR(IDENTITYN, IdentityNNodeTask);
 REGISTER_RTS_TASK_CREATOR(READVARIABLEOP, ReadVariableOpNodeTask);
 REGISTER_RTS_TASK_CREATOR(PROFILINGTRAININGTRACE, ProfilingTraceNodeTask);
+REGISTER_RTS_TASK_CREATOR(MEMCPYASYNC, IdentityNodeTask);
 
 Status IdentityNodeTask::DoCopyTensor(TaskContext &context, int index) {
   auto input_desc = context.MutableInputDesc(index);
@@ -133,8 +130,7 @@ Status ProfilingTraceNodeTask::ExecuteAsync(TaskContext &context, std::function<
 Status RtsNodeExecutor::LoadTask(const HybridModel &model, const NodePtr &node, shared_ptr<NodeTask> &task) const {
   GE_CHECK_NOTNULL(node);
   GELOGD("[%s] Load for local task.", node->GetName().c_str());
-  std::string node_type;
-  GE_CHK_STATUS_RET(GetOriginalType(node, node_type), "Get original type failed.");
+  const std::string node_type = NodeUtils::GetNodeType(node);
   RtsNodeTaskPtr rts_task = RtsTaskFactory::GetInstance().Create(node_type);
   if (rts_task == nullptr) {
     GELOGE(UNSUPPORTED, "[%s] Unsupported RTS op type: %s", node->GetName().c_str(), node_type.c_str());

ge/hybrid/node_executor/rts/rts_node_task.cc

@@ -43,7 +43,6 @@ namespace hybrid {
 REGISTER_RTS_TASK_CREATOR(STREAMACTIVE, StreamActiveNodeTask);
 REGISTER_RTS_TASK_CREATOR(STREAMSWITCH, StreamSwitchNodeTask);
 REGISTER_RTS_TASK_CREATOR(STREAMMERGE, StreamMergeNodeTask);
-REGISTER_RTS_TASK_CREATOR(MEMCPYASYNC, MemcpyAsyncNodeTask);
 
 REGISTER_RTS_TASK_CREATOR(ENTER, PassThroughNodeTask);
 REGISTER_RTS_TASK_CREATOR(REFENTER, PassThroughNodeTask);
@@ -168,34 +167,6 @@ Status StreamMergeNodeTask::ExecuteAsync(TaskContext &task_context, std::functio
   return SUCCESS;
 }
 
-Status MemcpyAsyncNodeTask::ExecuteAsync(TaskContext &task_context, std::function<void()> done_callback) {
-  GELOGD("[%s] Start to execute.", task_context.GetNodeName());
-  auto input_desc = task_context.MutableInputDesc(0);
-  GE_CHECK_NOTNULL(input_desc);
-  int64_t copy_size = 0;
-  GE_CHK_GRAPH_STATUS_RET(TensorUtils::GetTensorSizeInBytes(*input_desc, copy_size));
-  // copy_size would not be negative since GetTensorSizeInBytes returned successfully.
-  if (copy_size > 0) {
-    const auto in_v = task_context.MutableInput(0);
-    const auto out_v = task_context.MutableOutput(0);
-    GE_CHECK_NOTNULL(in_v);
-    GE_CHECK_NOTNULL(out_v);
-    GELOGD("[%s] input size: %zu, output size: %zu, copy size: %ld", task_context.GetNodeName(),
-           in_v->GetSize(), out_v->GetSize(), copy_size);
-    GE_CHK_RT_RET(rtMemcpyAsync(out_v->MutableData(), out_v->GetSize(), in_v->GetData(), copy_size,
-                                RT_MEMCPY_DEVICE_TO_DEVICE, task_context.GetStream()));
-  } else {
-    GELOGW("[%s] invalid copy size: %ld", task_context.GetNodeName(), copy_size);
-  }
-
-  if (done_callback) {
-    GE_CHK_STATUS_RET(task_context.RegisterCallback(done_callback));
-  }
-
-  GELOGD("[%s] Done executing successfully.", task_context.GetNodeName());
-  return SUCCESS;
-}
-
 Status PassThroughNodeTask::ExecuteAsync(TaskContext &task_context, std::function<void()> done_callback) {
   GELOGD("[%s] Start to execute.", task_context.GetNodeName());
   const auto in_x = task_context.GetInput(0); // x

ge/hybrid/node_executor/rts/rts_node_task.h

@@ -60,11 +60,6 @@ class StreamMergeNodeTask : public RtsNodeTask {
   Status ExecuteAsync(TaskContext &task_context, std::function<void()> done_callback) override;
 };
 
-class MemcpyAsyncNodeTask : public RtsNodeTask {
- public:
-  Status ExecuteAsync(TaskContext &task_context, std::function<void()> done_callback) override;
-};
-
 class PassThroughNodeTask : public RtsNodeTask {
  public:
   Status ExecuteAsync(TaskContext &task_context, std::function<void()> done_callback) override;

ge/hybrid/node_executor/task_context.cc

@@ -458,10 +458,6 @@ Status TaskContext::PropagateOutputs() {
         subgraph_context_->all_inputs_[input_offset].SetName(
             node_item_->NodeName() + "_in_" + std::to_string(dst_input_idx));
       }
-
-      auto dst_node_state = subgraph_context_->GetOrCreateNodeState(dst_node_item);
-      GE_CHECK_NOTNULL(dst_node_state);
-      dst_node_state->SavePersistTensor(dst_input_idx, *tensor);
     }
   }
   (void)guard;
@@ -493,6 +489,7 @@ void TaskContext::ReleaseInputsAndOutputs() {
 void TaskContext::ReleaseInput(int index) {
   auto input_tensor = MutableInput(index);
   if (input_tensor != nullptr) {
+    node_state_->SavePersistTensor(index, *input_tensor);
     input_tensor->Destroy();
     GELOGD("[%s] Tensor of input[%d] released", GetNodeName(), index);
   }

ge/single_op/task/op_task.h

@@ -33,6 +33,10 @@
 #include "register/op_tiling.h"
 
 namespace ge {
+namespace {
+const int kAddressNum = 2;
+}  // namespace
+
 class StreamResource;
 struct SingleOpModelParam;
 class OpTask {
@@ -256,7 +260,7 @@ class MemcpyAsyncTask : public OpTask {
   friend class SingleOpModel;
   friend class RtsKernelTaskBuilder;
 
-  uintptr_t addresses_[2];
+  uintptr_t addresses_[kAddressNum];
   size_t dst_max_;
   size_t count_;
   rtMemcpyKind_t kind_;

inc/external/acl/acl.h

@@ -26,9 +26,9 @@ extern "C" {
 #endif
 
 // Current version is 1.0.0
-#define ACL_MAJOR_VERSION    1
-#define ACL_MINOR_VERSION    0
-#define ACL_PATCH_VERSION    0
+#define ACL_MAJOR_VERSION 1
+#define ACL_MINOR_VERSION 0
+#define ACL_PATCH_VERSION 0
 
 /**
  * @ingroup AscendCL
@@ -72,11 +72,11 @@ ACL_FUNC_VISIBILITY aclError aclrtGetVersion(int32_t *majorVersion, int32_t *min
  *
  * @retval null for failed
  * @retval OtherValues success
-*/
+ */
 ACL_FUNC_VISIBILITY const char *aclGetRecentErrMsg();
 
 #ifdef __cplusplus
 }
 #endif
 
-#endif // INC_EXTERNAL_ACL_ACL_H_
+#endif  // INC_EXTERNAL_ACL_ACL_H_

inc/external/acl/acl_base.h

@@ -136,50 +136,49 @@ static const int ACL_ERROR_PROFILING_FAILURE = 500005;
 #define ACL_UNKNOWN_RANK 0xFFFFFFFFFFFFFFFE
 
 typedef enum {
-    ACL_DT_UNDEFINED = -1,
-    ACL_FLOAT = 0,
-    ACL_FLOAT16 = 1,
-    ACL_INT8 = 2,
-    ACL_INT32 = 3,
-    ACL_UINT8 = 4,
-    ACL_INT16 = 6,
-    ACL_UINT16 = 7,
-    ACL_UINT32 = 8,
-    ACL_INT64 = 9,
-    ACL_UINT64 = 10,
-    ACL_DOUBLE = 11,
-    ACL_BOOL = 12,
-    ACL_STRING = 13,
+  ACL_DT_UNDEFINED = -1,
+  ACL_FLOAT = 0,
+  ACL_FLOAT16 = 1,
+  ACL_INT8 = 2,
+  ACL_INT32 = 3,
+  ACL_UINT8 = 4,
+  ACL_INT16 = 6,
+  ACL_UINT16 = 7,
+  ACL_UINT32 = 8,
+  ACL_INT64 = 9,
+  ACL_UINT64 = 10,
+  ACL_DOUBLE = 11,
+  ACL_BOOL = 12,
+  ACL_STRING = 13,
 } aclDataType;
 
 typedef enum {
-    ACL_FORMAT_UNDEFINED = -1,
-    ACL_FORMAT_NCHW = 0,
-    ACL_FORMAT_NHWC = 1,
-    ACL_FORMAT_ND = 2,
-    ACL_FORMAT_NC1HWC0 = 3,
-    ACL_FORMAT_FRACTAL_Z = 4,
-    ACL_FORMAT_NC1HWC0_C04 = 12,
-    ACL_FORMAT_NDHWC = 27,
-    ACL_FORMAT_FRACTAL_NZ = 29,
-    ACL_FORMAT_NCDHW = 30,
-    ACL_FORMAT_NDC1HWC0 = 32,
-    ACL_FRACTAL_Z_3D = 33
+  ACL_FORMAT_UNDEFINED = -1,
+  ACL_FORMAT_NCHW = 0,
+  ACL_FORMAT_NHWC = 1,
+  ACL_FORMAT_ND = 2,
+  ACL_FORMAT_NC1HWC0 = 3,
+  ACL_FORMAT_FRACTAL_Z = 4,
+  ACL_FORMAT_NC1HWC0_C04 = 12,
+  ACL_FORMAT_NDHWC = 27,
+  ACL_FORMAT_FRACTAL_NZ = 29,
+  ACL_FORMAT_NCDHW = 30,
+  ACL_FORMAT_NDC1HWC0 = 32,
+  ACL_FRACTAL_Z_3D = 33
 } aclFormat;
 
 typedef enum {
-    ACL_DEBUG = 0,
-    ACL_INFO = 1,
-    ACL_WARNING = 2,
-    ACL_ERROR = 3,
+  ACL_DEBUG = 0,
+  ACL_INFO = 1,
+  ACL_WARNING = 2,
+  ACL_ERROR = 3,
 } aclLogLevel;
 
 typedef enum {
-    ACL_MEMTYPE_DEVICE = 0,
-    ACL_MEMTYPE_HOST = 1,
+  ACL_MEMTYPE_DEVICE = 0,
+  ACL_MEMTYPE_HOST = 1,
 } aclMemType;
 
-
 /**
  * @ingroup AscendCL
  * @brief Converts data of type aclFloat16 to data of type float
@@ -312,9 +311,7 @@ ACL_FUNC_VISIBILITY size_t aclDataTypeSize(aclDataType dataType);
  * @retval aclTensorDesc pointer.
  * @retval nullptr if param is invalid or run out of memory
  */
-ACL_FUNC_VISIBILITY aclTensorDesc *aclCreateTensorDesc(aclDataType dataType,
-                                                       int numDims,
-                                                       const int64_t *dims,
+ACL_FUNC_VISIBILITY aclTensorDesc *aclCreateTensorDesc(aclDataType dataType, int numDims, const int64_t *dims,
                                                        aclFormat format);
 
 /**
@@ -336,8 +333,7 @@ ACL_FUNC_VISIBILITY void aclDestroyTensorDesc(const aclTensorDesc *desc);
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclSetTensorShapeRange(aclTensorDesc* desc,
-                                                    size_t dimsCount,
+ACL_FUNC_VISIBILITY aclError aclSetTensorShapeRange(aclTensorDesc *desc, size_t dimsCount,
                                                     int64_t dimsRange[][ACL_TENSOR_SHAPE_RANGE_NUM]);
 
 /**
@@ -434,9 +430,7 @@ ACL_FUNC_VISIBILITY aclError aclGetTensorDescDimV2(const aclTensorDesc *desc, si
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclGetTensorDescDimRange(const aclTensorDesc *desc,
-                                                      size_t index,
-                                                      size_t dimRangeNum,
+ACL_FUNC_VISIBILITY aclError aclGetTensorDescDimRange(const aclTensorDesc *desc, size_t index, size_t dimRangeNum,
                                                       int64_t *dimRange);
 
 /**
@@ -473,7 +467,7 @@ ACL_FUNC_VISIBILITY const char *aclGetTensorDescName(aclTensorDesc *desc);
  * @retval OtherValues Failure
  */
 ACL_FUNC_VISIBILITY aclError aclTransTensorDescFormat(const aclTensorDesc *srcDesc, aclFormat dstFormat,
-    aclTensorDesc **dstDesc);
+                                                      aclTensorDesc **dstDesc);
 
 /**
  * @ingroup AscendCL
@@ -561,7 +555,7 @@ ACL_FUNC_VISIBILITY aclError aclSetTensorOriginShape(aclTensorDesc *desc, int nu
  *
  * @retval null for failed.
  * @retval OtherValues success.
-*/
+ */
 ACL_FUNC_VISIBILITY aclTensorDesc *aclGetTensorDescByIndex(aclTensorDesc *desc, size_t index);
 
 /**
@@ -572,7 +566,7 @@ ACL_FUNC_VISIBILITY aclTensorDesc *aclGetTensorDescByIndex(aclTensorDesc *desc,
  *
  * @retval null for failed
  * @retval OtherValues success
-*/
+ */
 ACL_FUNC_VISIBILITY void *aclGetTensorDescAddress(const aclTensorDesc *desc);
 
 /**
@@ -624,7 +618,7 @@ ACL_FUNC_VISIBILITY aclError aclSetTensorPlaceMent(aclTensorDesc *desc, aclMemTy
  * @param ... [IN]         the value of current log
  */
 ACL_FUNC_VISIBILITY void aclAppLog(aclLogLevel logLevel, const char *func, const char *file, uint32_t line,
-    const char *fmt, ...);
+                                   const char *fmt, ...);
 
 /**
  * @ingroup AscendCL
@@ -632,14 +626,13 @@ ACL_FUNC_VISIBILITY void aclAppLog(aclLogLevel logLevel, const char *func, const
  *
  * @retval null for failed
  * @retval OtherValues success
-*/
+ */
 ACL_FUNC_VISIBILITY const char *aclrtGetSocName();
 
-#define ACL_APP_LOG(level, fmt, ...) \
-    aclAppLog(level, __FUNCTION__, __FILE__, __LINE__, fmt, ##__VA_ARGS__)
+#define ACL_APP_LOG(level, fmt, ...) aclAppLog(level, __FUNCTION__, __FILE__, __LINE__, fmt, ##__VA_ARGS__)
 
 #ifdef __cplusplus
 }
 #endif
 
-#endif // INC_EXTERNAL_ACL_ACL_BASE_H_
+#endif  // INC_EXTERNAL_ACL_ACL_BASE_H_

inc/external/acl/acl_mdl.h

@@ -27,19 +27,19 @@
 extern "C" {
 #endif
 
-#define ACL_MAX_DIM_CNT          128
-#define ACL_MAX_TENSOR_NAME_LEN  128
-#define ACL_MAX_BATCH_NUM        128
-#define ACL_MAX_HW_NUM           128
-#define ACL_MAX_SHAPE_COUNT      128
-#define ACL_INVALID_NODE_INDEX   0xFFFFFFFF
-
-#define ACL_MDL_LOAD_FROM_FILE            1
-#define ACL_MDL_LOAD_FROM_FILE_WITH_MEM   2
-#define ACL_MDL_LOAD_FROM_MEM             3
-#define ACL_MDL_LOAD_FROM_MEM_WITH_MEM    4
-#define ACL_MDL_LOAD_FROM_FILE_WITH_Q     5
-#define ACL_MDL_LOAD_FROM_MEM_WITH_Q      6
+#define ACL_MAX_DIM_CNT 128
+#define ACL_MAX_TENSOR_NAME_LEN 128
+#define ACL_MAX_BATCH_NUM 128
+#define ACL_MAX_HW_NUM 128
+#define ACL_MAX_SHAPE_COUNT 128
+#define ACL_INVALID_NODE_INDEX 0xFFFFFFFF
+
+#define ACL_MDL_LOAD_FROM_FILE 1
+#define ACL_MDL_LOAD_FROM_FILE_WITH_MEM 2
+#define ACL_MDL_LOAD_FROM_MEM 3
+#define ACL_MDL_LOAD_FROM_MEM_WITH_MEM 4
+#define ACL_MDL_LOAD_FROM_FILE_WITH_Q 5
+#define ACL_MDL_LOAD_FROM_MEM_WITH_Q 6
 
 #define ACL_DYNAMIC_TENSOR_NAME "ascend_mbatch_shape_data"
 #define ACL_DYNAMIC_AIPP_NAME "ascend_dynamic_aipp_data"
@@ -52,123 +52,123 @@ typedef struct aclAippExtendInfo aclAippExtendInfo;
 typedef struct aclmdlConfigHandle aclmdlConfigHandle;
 
 typedef enum {
-    ACL_YUV420SP_U8 = 1,
-    ACL_XRGB8888_U8,
-    ACL_RGB888_U8,
-    ACL_YUV400_U8,
-    ACL_NC1HWC0DI_FP16,
-    ACL_NC1HWC0DI_S8,
-    ACL_ARGB8888_U8,
-    ACL_YUYV_U8,
-    ACL_YUV422SP_U8,
-    ACL_AYUV444_U8,
-    ACL_RAW10,
-    ACL_RAW12,
-    ACL_RAW16,
-    ACL_RAW24,
-    ACL_AIPP_RESERVED = 0xffff,
+  ACL_YUV420SP_U8 = 1,
+  ACL_XRGB8888_U8,
+  ACL_RGB888_U8,
+  ACL_YUV400_U8,
+  ACL_NC1HWC0DI_FP16,
+  ACL_NC1HWC0DI_S8,
+  ACL_ARGB8888_U8,
+  ACL_YUYV_U8,
+  ACL_YUV422SP_U8,
+  ACL_AYUV444_U8,
+  ACL_RAW10,
+  ACL_RAW12,
+  ACL_RAW16,
+  ACL_RAW24,
+  ACL_AIPP_RESERVED = 0xffff,
 } aclAippInputFormat;
 
 typedef enum {
-    ACL_MDL_PRIORITY_INT32 = 0,
-    ACL_MDL_LOAD_TYPE_SIZET,
-    ACL_MDL_PATH_PTR, /**< pointer to model load path with deep copy */
-    ACL_MDL_MEM_ADDR_PTR, /**< pointer to model memory with shallow copy */
-    ACL_MDL_MEM_SIZET,
-    ACL_MDL_WEIGHT_ADDR_PTR, /**< pointer to weight memory of model with shallow copy */
-    ACL_MDL_WEIGHT_SIZET,
-    ACL_MDL_WORKSPACE_ADDR_PTR, /**< pointer to worksapce memory of model with shallow copy */
-    ACL_MDL_WORKSPACE_SIZET,
-    ACL_MDL_INPUTQ_NUM_SIZET,
-    ACL_MDL_INPUTQ_ADDR_PTR, /**< pointer to inputQ with shallow copy */
-    ACL_MDL_OUTPUTQ_NUM_SIZET,
-    ACL_MDL_OUTPUTQ_ADDR_PTR /**< pointer to outputQ with shallow copy */
+  ACL_MDL_PRIORITY_INT32 = 0,
+  ACL_MDL_LOAD_TYPE_SIZET,
+  ACL_MDL_PATH_PTR,     /**< pointer to model load path with deep copy */
+  ACL_MDL_MEM_ADDR_PTR, /**< pointer to model memory with shallow copy */
+  ACL_MDL_MEM_SIZET,
+  ACL_MDL_WEIGHT_ADDR_PTR, /**< pointer to weight memory of model with shallow copy */
+  ACL_MDL_WEIGHT_SIZET,
+  ACL_MDL_WORKSPACE_ADDR_PTR, /**< pointer to worksapce memory of model with shallow copy */
+  ACL_MDL_WORKSPACE_SIZET,
+  ACL_MDL_INPUTQ_NUM_SIZET,
+  ACL_MDL_INPUTQ_ADDR_PTR, /**< pointer to inputQ with shallow copy */
+  ACL_MDL_OUTPUTQ_NUM_SIZET,
+  ACL_MDL_OUTPUTQ_ADDR_PTR /**< pointer to outputQ with shallow copy */
 } aclmdlConfigAttr;
 
 typedef enum {
-    ACL_DATA_WITHOUT_AIPP = 0,
-    ACL_DATA_WITH_STATIC_AIPP,
-    ACL_DATA_WITH_DYNAMIC_AIPP,
-    ACL_DYNAMIC_AIPP_NODE
+  ACL_DATA_WITHOUT_AIPP = 0,
+  ACL_DATA_WITH_STATIC_AIPP,
+  ACL_DATA_WITH_DYNAMIC_AIPP,
+  ACL_DYNAMIC_AIPP_NODE
 } aclmdlInputAippType;
 
 typedef struct aclmdlIODims {
-    char name[ACL_MAX_TENSOR_NAME_LEN]; /**< tensor name */
-    size_t dimCount;  /**< dim array count */
-    int64_t dims[ACL_MAX_DIM_CNT]; /**< dim data array */
+  char name[ACL_MAX_TENSOR_NAME_LEN]; /**< tensor name */
+  size_t dimCount;                    /**< dim array count */
+  int64_t dims[ACL_MAX_DIM_CNT];      /**< dim data array */
 } aclmdlIODims;
 
 typedef struct aclAippDims {
-    aclmdlIODims srcDims; /**< input dims before model transform */
-    size_t srcSize; /**< input size before model transform */
-    aclmdlIODims aippOutdims; /**< aipp output dims */
-    size_t aippOutSize; /**< aipp output size */
+  aclmdlIODims srcDims;     /**< input dims before model transform */
+  size_t srcSize;           /**< input size before model transform */
+  aclmdlIODims aippOutdims; /**< aipp output dims */
+  size_t aippOutSize;       /**< aipp output size */
 } aclAippDims;
 
 typedef struct aclmdlBatch {
-    size_t batchCount; /**< batch array count */
-    uint64_t batch[ACL_MAX_BATCH_NUM]; /**< batch data array */
+  size_t batchCount;                 /**< batch array count */
+  uint64_t batch[ACL_MAX_BATCH_NUM]; /**< batch data array */
 } aclmdlBatch;
 
 typedef struct aclmdlHW {
-    size_t hwCount; /**< height&width array count */
-    uint64_t hw[ACL_MAX_HW_NUM][2]; /**< height&width data array */
+  size_t hwCount;                 /**< height&width array count */
+  uint64_t hw[ACL_MAX_HW_NUM][2]; /**< height&width data array */
 } aclmdlHW;
 
 typedef struct aclAippInfo {
-    aclAippInputFormat inputFormat;
-    int32_t srcImageSizeW;
-    int32_t srcImageSizeH;
-    int8_t cropSwitch;
-    int32_t loadStartPosW;
-    int32_t loadStartPosH;
-    int32_t cropSizeW;
-    int32_t cropSizeH;
-    int8_t resizeSwitch;
-    int32_t resizeOutputW;
-    int32_t resizeOutputH;
-    int8_t paddingSwitch;
-    int32_t leftPaddingSize;
-    int32_t rightPaddingSize;
-    int32_t topPaddingSize;
-    int32_t bottomPaddingSize;
-    int8_t cscSwitch;
-    int8_t rbuvSwapSwitch;
-    int8_t axSwapSwitch;
-    int8_t singleLineMode;
-    int32_t matrixR0C0;
-    int32_t matrixR0C1;
-    int32_t matrixR0C2;
-    int32_t matrixR1C0;
-    int32_t matrixR1C1;
-    int32_t matrixR1C2;
-    int32_t matrixR2C0;
-    int32_t matrixR2C1;
-    int32_t matrixR2C2;
-    int32_t outputBias0;
-    int32_t outputBias1;
-    int32_t outputBias2;
-    int32_t inputBias0;
-    int32_t inputBias1;
-    int32_t inputBias2;
-    int32_t meanChn0;
-    int32_t meanChn1;
-    int32_t meanChn2;
-    int32_t meanChn3;
-    float minChn0;
-    float minChn1;
-    float minChn2;
-    float minChn3;
-    float varReciChn0;
-    float varReciChn1;
-    float varReciChn2;
-    float varReciChn3;
-    aclFormat srcFormat;
-    aclDataType srcDatatype;
-    size_t srcDimNum;
-    size_t shapeCount;
-    aclAippDims outDims[ACL_MAX_SHAPE_COUNT];
-    aclAippExtendInfo *aippExtend; /**< reserved parameters, current version needs to be null */
+  aclAippInputFormat inputFormat;
+  int32_t srcImageSizeW;
+  int32_t srcImageSizeH;
+  int8_t cropSwitch;
+  int32_t loadStartPosW;
+  int32_t loadStartPosH;
+  int32_t cropSizeW;
+  int32_t cropSizeH;
+  int8_t resizeSwitch;
+  int32_t resizeOutputW;
+  int32_t resizeOutputH;
+  int8_t paddingSwitch;
+  int32_t leftPaddingSize;
+  int32_t rightPaddingSize;
+  int32_t topPaddingSize;
+  int32_t bottomPaddingSize;
+  int8_t cscSwitch;
+  int8_t rbuvSwapSwitch;
+  int8_t axSwapSwitch;
+  int8_t singleLineMode;
+  int32_t matrixR0C0;
+  int32_t matrixR0C1;
+  int32_t matrixR0C2;
+  int32_t matrixR1C0;
+  int32_t matrixR1C1;
+  int32_t matrixR1C2;
+  int32_t matrixR2C0;
+  int32_t matrixR2C1;
+  int32_t matrixR2C2;
+  int32_t outputBias0;
+  int32_t outputBias1;
+  int32_t outputBias2;
+  int32_t inputBias0;
+  int32_t inputBias1;
+  int32_t inputBias2;
+  int32_t meanChn0;
+  int32_t meanChn1;
+  int32_t meanChn2;
+  int32_t meanChn3;
+  float minChn0;
+  float minChn1;
+  float minChn2;
+  float minChn3;
+  float varReciChn0;
+  float varReciChn1;
+  float varReciChn2;
+  float varReciChn3;
+  aclFormat srcFormat;
+  aclDataType srcDatatype;
+  size_t srcDimNum;
+  size_t shapeCount;
+  aclAippDims outDims[ACL_MAX_SHAPE_COUNT];
+  aclAippExtendInfo *aippExtend; /**< reserved parameters, current version needs to be null */
 } aclAippInfo;
 
 /**
@@ -292,8 +292,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlAddDatasetBuffer(aclmdlDataset *dataset, aclD
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclmdlSetDatasetTensorDesc(aclmdlDataset *dataset,
-                                                        aclTensorDesc *tensorDesc,
+ACL_FUNC_VISIBILITY aclError aclmdlSetDatasetTensorDesc(aclmdlDataset *dataset, aclTensorDesc *tensorDesc,
                                                         size_t index);
 
 /**
@@ -355,8 +354,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlLoadFromFile(const char *modelPath, uint32_t
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclmdlLoadFromMem(const void *model,  size_t modelSize,
-                                               uint32_t *modelId);
+ACL_FUNC_VISIBILITY aclError aclmdlLoadFromMem(const void *model, size_t modelSize, uint32_t *modelId);
 
 /**
  * @ingroup AscendCL
@@ -378,9 +376,8 @@ ACL_FUNC_VISIBILITY aclError aclmdlLoadFromMem(const void *model,  size_t modelS
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclmdlLoadFromFileWithMem(const char *modelPath,
-                                                       uint32_t *modelId, void *workPtr, size_t workSize,
-                                                       void *weightPtr, size_t weightSize);
+ACL_FUNC_VISIBILITY aclError aclmdlLoadFromFileWithMem(const char *modelPath, uint32_t *modelId, void *workPtr,
+                                                       size_t workSize, void *weightPtr, size_t weightSize);
 
 /**
  * @ingroup AscendCL
@@ -403,9 +400,9 @@ ACL_FUNC_VISIBILITY aclError aclmdlLoadFromFileWithMem(const char *modelPath,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclmdlLoadFromMemWithMem(const void *model, size_t modelSize,
-                                                      uint32_t *modelId, void *workPtr, size_t workSize,
-                                                      void *weightPtr, size_t weightSize);
+ACL_FUNC_VISIBILITY aclError aclmdlLoadFromMemWithMem(const void *model, size_t modelSize, uint32_t *modelId,
+                                                      void *workPtr, size_t workSize, void *weightPtr,
+                                                      size_t weightSize);
 
 /**
  * @ingroup AscendCL
@@ -440,8 +437,8 @@ ACL_FUNC_VISIBILITY aclError aclmdlLoadFromFileWithQ(const char *modelPath, uint
  * @retval OtherValues Failure
  */
 ACL_FUNC_VISIBILITY aclError aclmdlLoadFromMemWithQ(const void *model, size_t modelSize, uint32_t *modelId,
-                                                    const uint32_t *inputQ, size_t inputQNum,
-                                                    const uint32_t *outputQ, size_t outputQNum);
+                                                    const uint32_t *inputQ, size_t inputQNum, const uint32_t *outputQ,
+                                                    size_t outputQNum);
 
 /**
  * @ingroup AscendCL
@@ -471,8 +468,8 @@ ACL_FUNC_VISIBILITY aclError aclmdlExecute(uint32_t modelId, const aclmdlDataset
  * @see aclmdlLoadFromFile | aclmdlLoadFromMem | aclmdlLoadFromFileWithMem |
  * aclmdlLoadFromMemWithMem
  */
-ACL_FUNC_VISIBILITY aclError aclmdlExecuteAsync(uint32_t modelId, const aclmdlDataset *input,
-                                                aclmdlDataset *output, aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError aclmdlExecuteAsync(uint32_t modelId, const aclmdlDataset *input, aclmdlDataset *output,
+                                                aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -647,7 +644,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlGetCurOutputDims(const aclmdlDesc *modelDesc,
  * @param modelDesc [IN]   model description
  * @param opName [IN]      op name
  * @param attr [IN]        attr name
- * 
+ *
  * @retval the attr value
  */
 ACL_FUNC_VISIBILITY const char *aclmdlGetOpAttr(aclmdlDesc *modelDesc, const char *opName, const char *attr);
@@ -859,11 +856,11 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPInputFormat(aclmdlAIPP *aippParmsSet,
  * @retval OtherValues Failure
  *
  * @see aclmdlCreateAIPP
-*/
-ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPCscParams(aclmdlAIPP *aippParmsSet, int8_t csc_switch,
-                                                    int16_t cscMatrixR0C0, int16_t cscMatrixR0C1, int16_t cscMatrixR0C2,
-                                                    int16_t cscMatrixR1C0, int16_t cscMatrixR1C1, int16_t cscMatrixR1C2,
-                                                    int16_t cscMatrixR2C0, int16_t cscMatrixR2C1, int16_t cscMatrixR2C2,
+ */
+ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPCscParams(aclmdlAIPP *aippParmsSet, int8_t csc_switch, int16_t cscMatrixR0C0,
+                                                    int16_t cscMatrixR0C1, int16_t cscMatrixR0C2, int16_t cscMatrixR1C0,
+                                                    int16_t cscMatrixR1C1, int16_t cscMatrixR1C2, int16_t cscMatrixR2C0,
+                                                    int16_t cscMatrixR2C1, int16_t cscMatrixR2C2,
                                                     uint8_t cscOutputBiasR0, uint8_t cscOutputBiasR1,
                                                     uint8_t cscOutputBiasR2, uint8_t cscInputBiasR0,
                                                     uint8_t cscInputBiasR1, uint8_t cscInputBiasR2);
@@ -879,7 +876,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPCscParams(aclmdlAIPP *aippParmsSet, in
  * @retval OtherValues Failure
  *
  * @see aclmdlCreateAIPP
-*/
+ */
 ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPRbuvSwapSwitch(aclmdlAIPP *aippParmsSet, int8_t rbuvSwapSwitch);
 
 /**
@@ -893,7 +890,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPRbuvSwapSwitch(aclmdlAIPP *aippParmsSe
  * @retval OtherValues Failure
  *
  * @see aclmdlCreateAIPP
-*/
+ */
 ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPAxSwapSwitch(aclmdlAIPP *aippParmsSet, int8_t axSwapSwitch);
 
 /**
@@ -908,7 +905,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPAxSwapSwitch(aclmdlAIPP *aippParmsSet,
  * @retval OtherValues Failure
  *
  * @see aclmdlCreateAIPP
-*/
+ */
 ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPSrcImageSize(aclmdlAIPP *aippParmsSet, int32_t srcImageSizeW,
                                                        int32_t srcImageSizeH);
 
@@ -928,14 +925,10 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPSrcImageSize(aclmdlAIPP *aippParmsSet,
  * @retval OtherValues Failure
  *
  * @see aclmdlCreateAIPP
-*/
-ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPScfParams(aclmdlAIPP *aippParmsSet,
-                                                    int8_t scfSwitch,
-                                                    int32_t scfInputSizeW,
-                                                    int32_t scfInputSizeH,
-                                                    int32_t scfOutputSizeW,
-                                                    int32_t scfOutputSizeH,
-                                                    uint64_t batchIndex);
+ */
+ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPScfParams(aclmdlAIPP *aippParmsSet, int8_t scfSwitch, int32_t scfInputSizeW,
+                                                    int32_t scfInputSizeH, int32_t scfOutputSizeW,
+                                                    int32_t scfOutputSizeH, uint64_t batchIndex);
 
 /**
  * @ingroup AscendCL
@@ -953,13 +946,9 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPScfParams(aclmdlAIPP *aippParmsSet,
  * @retval OtherValues Failure
  *
  * @see aclmdlCreateAIPP
-*/
-ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPCropParams(aclmdlAIPP *aippParmsSet,
-                                                     int8_t cropSwitch,
-                                                     int32_t cropStartPosW,
-                                                     int32_t cropStartPosH,
-                                                     int32_t cropSizeW,
-                                                     int32_t cropSizeH,
+ */
+ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPCropParams(aclmdlAIPP *aippParmsSet, int8_t cropSwitch, int32_t cropStartPosW,
+                                                     int32_t cropStartPosH, int32_t cropSizeW, int32_t cropSizeH,
                                                      uint64_t batchIndex);
 
 /**
@@ -978,7 +967,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPCropParams(aclmdlAIPP *aippParmsSet,
  * @retval OtherValues Failure
  *
  * @see aclmdlCreateAIPP
-*/
+ */
 ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPPaddingParams(aclmdlAIPP *aippParmsSet, int8_t paddingSwitch,
                                                         int32_t paddingSizeTop, int32_t paddingSizeBottom,
                                                         int32_t paddingSizeLeft, int32_t paddingSizeRight,
@@ -999,13 +988,10 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPPaddingParams(aclmdlAIPP *aippParmsSet
  * @retval OtherValues Failure
  *
  * @see aclmdlCreateAIPP
-*/
-ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPDtcPixelMean(aclmdlAIPP *aippParmsSet,
-                                                       int16_t dtcPixelMeanChn0,
-                                                       int16_t dtcPixelMeanChn1,
-                                                       int16_t dtcPixelMeanChn2,
-                                                       int16_t dtcPixelMeanChn3,
-                                                       uint64_t batchIndex);
+ */
+ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPDtcPixelMean(aclmdlAIPP *aippParmsSet, int16_t dtcPixelMeanChn0,
+                                                       int16_t dtcPixelMeanChn1, int16_t dtcPixelMeanChn2,
+                                                       int16_t dtcPixelMeanChn3, uint64_t batchIndex);
 
 /**
  * @ingroup AscendCL
@@ -1022,13 +1008,10 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPDtcPixelMean(aclmdlAIPP *aippParmsSet,
  * @retval OtherValues Failure
  *
  * @see aclmdlCreateAIPP
-*/
-ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPDtcPixelMin(aclmdlAIPP *aippParmsSet,
-                                                      float dtcPixelMinChn0,
-                                                      float dtcPixelMinChn1,
-                                                      float dtcPixelMinChn2,
-                                                      float dtcPixelMinChn3,
-                                                      uint64_t batchIndex);
+ */
+ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPDtcPixelMin(aclmdlAIPP *aippParmsSet, float dtcPixelMinChn0,
+                                                      float dtcPixelMinChn1, float dtcPixelMinChn2,
+                                                      float dtcPixelMinChn3, uint64_t batchIndex);
 
 /**
  * @ingroup AscendCL
@@ -1045,13 +1028,10 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPDtcPixelMin(aclmdlAIPP *aippParmsSet,
  * @retval OtherValues Failure
  *
  * @see aclmdlCreateAIPP
-*/
-ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPPixelVarReci(aclmdlAIPP *aippParmsSet,
-                                                       float dtcPixelVarReciChn0,
-                                                       float dtcPixelVarReciChn1,
-                                                       float dtcPixelVarReciChn2,
-                                                       float dtcPixelVarReciChn3,
-                                                       uint64_t batchIndex);
+ */
+ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPPixelVarReci(aclmdlAIPP *aippParmsSet, float dtcPixelVarReciChn0,
+                                                       float dtcPixelVarReciChn1, float dtcPixelVarReciChn2,
+                                                       float dtcPixelVarReciChn3, uint64_t batchIndex);
 
 /**
  * @ingroup AscendCL
@@ -1067,10 +1047,8 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPPixelVarReci(aclmdlAIPP *aippParmsSet,
  *
  * @see aclmdlLoadFromFile | aclmdlLoadFromMem | aclmdlLoadFromFileWithMem |
  * aclmdlLoadFromMemWithMem | aclmdlGetInputIndexByName | aclmdlCreateAIPP
-*/
-ACL_FUNC_VISIBILITY aclError aclmdlSetInputAIPP(uint32_t modelId,
-                                                aclmdlDataset *dataset,
-                                                size_t index,
+ */
+ACL_FUNC_VISIBILITY aclError aclmdlSetInputAIPP(uint32_t modelId, aclmdlDataset *dataset, size_t index,
                                                 const aclmdlAIPP *aippParmsSet);
 
 /**
@@ -1087,10 +1065,8 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetInputAIPP(uint32_t modelId,
  *
  * @see aclmdlLoadFromFile | aclmdlLoadFromMem | aclmdlLoadFromFileWithMem |
  * aclmdlLoadFromMemWithMem | aclmdlGetInputIndexByName | aclmdlCreateAIPP
-*/
-ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPByInputIndex(uint32_t modelId,
-                                                       aclmdlDataset *dataset,
-                                                       size_t index,
+ */
+ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPByInputIndex(uint32_t modelId, aclmdlDataset *dataset, size_t index,
                                                        const aclmdlAIPP *aippParmsSet);
 
 /**
@@ -1108,10 +1084,8 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetAIPPByInputIndex(uint32_t modelId,
  *
  * @see aclmdlLoadFromFile | aclmdlLoadFromMem | aclmdlLoadFromFileWithMem |
  * aclmdlLoadFromMemWithMem | aclmdlGetInputIndexByName | aclmdlCreateAIPP
-*/
-ACL_FUNC_VISIBILITY aclError aclmdlGetAippType(uint32_t modelId,
-                                               size_t index,
-                                               aclmdlInputAippType *type,
+ */
+ACL_FUNC_VISIBILITY aclError aclmdlGetAippType(uint32_t modelId, size_t index, aclmdlInputAippType *type,
                                                size_t *dynamicAttachedDataIndex);
 
 /**
@@ -1128,7 +1102,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlGetAippType(uint32_t modelId,
  *
  * @see aclmdlLoadFromFile | aclmdlLoadFromMem | aclmdlLoadFromFileWithMem |
  * aclmdlLoadFromMemWithMem | aclmdlGetInputIndexByName
-*/
+ */
 ACL_FUNC_VISIBILITY aclError aclmdlGetFirstAippInfo(uint32_t modelId, size_t index, aclAippInfo *aippinfo);
 
 /**
@@ -1147,10 +1121,11 @@ ACL_FUNC_VISIBILITY aclError aclmdlGetFirstAippInfo(uint32_t modelId, size_t ind
  *
  * @retval ACL_SUCCESS The function is successfully executed
  * @retval OtherValues Failure
-*/
-ACL_FUNC_VISIBILITY aclError aclmdlCreateAndGetOpDesc(uint32_t deviceId, uint32_t streamId,
-    uint32_t taskId, char *opName, size_t opNameLen, aclTensorDesc **inputDesc, size_t *numInputs,
-    aclTensorDesc **outputDesc, size_t *numOutputs);
+ */
+ACL_FUNC_VISIBILITY aclError aclmdlCreateAndGetOpDesc(uint32_t deviceId, uint32_t streamId, uint32_t taskId,
+                                                      char *opName, size_t opNameLen, aclTensorDesc **inputDesc,
+                                                      size_t *numInputs, aclTensorDesc **outputDesc,
+                                                      size_t *numOutputs);
 
 /**
  * @ingroup AscendCL
@@ -1158,7 +1133,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlCreateAndGetOpDesc(uint32_t deviceId, uint32_
  *
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
-*/
+ */
 ACL_FUNC_VISIBILITY aclError aclmdlInitDump();
 
 /**
@@ -1169,7 +1144,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlInitDump();
  *
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
-*/
+ */
 ACL_FUNC_VISIBILITY aclError aclmdlSetDump(const char *dumpCfgPath);
 
 /**
@@ -1178,7 +1153,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlSetDump(const char *dumpCfgPath);
  *
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
-*/
+ */
 ACL_FUNC_VISIBILITY aclError aclmdlFinalizeDump();
 
 /**
@@ -1190,7 +1165,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlFinalizeDump();
  *
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
-*/
+ */
 ACL_FUNC_VISIBILITY aclError aclmdlLoadWithConfig(const aclmdlConfigHandle *handle, uint32_t *modelId);
 
 /**
@@ -1200,7 +1175,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlLoadWithConfig(const aclmdlConfigHandle *hand
  * @retval the aclmdlConfigHandle pointer
  *
  * @see aclmdlDestroyConfigHandle
-*/
+ */
 ACL_FUNC_VISIBILITY aclmdlConfigHandle *aclmdlCreateConfigHandle();
 
 /**
@@ -1229,7 +1204,7 @@ ACL_FUNC_VISIBILITY aclError aclmdlDestroyConfigHandle(aclmdlConfigHandle *handl
  * @retval OtherValues Failure
  */
 ACL_FUNC_VISIBILITY aclError aclmdlSetConfigOpt(aclmdlConfigHandle *handle, aclmdlConfigAttr attr,
-    const void *attrValue, size_t valueSize);
+                                                const void *attrValue, size_t valueSize);
 
 /**
  * @ingroup AscendCL
@@ -1247,4 +1222,4 @@ ACL_FUNC_VISIBILITY const char *aclmdlGetTensorRealName(const aclmdlDesc *modelD
 }
 #endif
 
-#endif // INC_EXTERNAL_ACL_ACL_MODEL_H_
+#endif  // INC_EXTERNAL_ACL_ACL_MODEL_H_

inc/external/acl/acl_op.h

@@ -33,9 +33,9 @@ typedef void (*aclDataDeallocator)(void *data, size_t length);
 static const int ACL_COMPILE_FLAG_BIN_SELECTOR = 1;
 
 typedef enum aclEngineType {
-    ACL_ENGINE_SYS,
-    ACL_ENGINE_AICORE,
-    ACL_ENGINE_VECTOR,
+  ACL_ENGINE_SYS,
+  ACL_ENGINE_AICORE,
+  ACL_ENGINE_VECTOR,
 } aclopEngineType;
 
 /**
@@ -148,7 +148,7 @@ ACL_FUNC_VISIBILITY aclError aclopSetAttrString(aclopAttr *attr, const char *att
  * @retval OtherValues Failure
  */
 ACL_FUNC_VISIBILITY aclError aclopSetAttrListBool(aclopAttr *attr, const char *attrName, int numValues,
-    const uint8_t *values);
+                                                  const uint8_t *values);
 
 /**
  * @ingroup AscendCL
@@ -163,7 +163,7 @@ ACL_FUNC_VISIBILITY aclError aclopSetAttrListBool(aclopAttr *attr, const char *a
  * @retval OtherValues Failure
  */
 ACL_FUNC_VISIBILITY aclError aclopSetAttrListInt(aclopAttr *attr, const char *attrName, int numValues,
-    const int64_t *values);
+                                                 const int64_t *values);
 
 /**
  * @ingroup AscendCL
@@ -178,7 +178,7 @@ ACL_FUNC_VISIBILITY aclError aclopSetAttrListInt(aclopAttr *attr, const char *at
  * @retval OtherValues Failure
  */
 ACL_FUNC_VISIBILITY aclError aclopSetAttrListFloat(aclopAttr *attr, const char *attrName, int numValues,
-    const float *values);
+                                                   const float *values);
 
 /**
  * @ingroup AscendCL
@@ -193,7 +193,7 @@ ACL_FUNC_VISIBILITY aclError aclopSetAttrListFloat(aclopAttr *attr, const char *
  * @retval OtherValues Failure
  */
 ACL_FUNC_VISIBILITY aclError aclopSetAttrListString(aclopAttr *attr, const char *attrName, int numValues,
-    const char **values);
+                                                    const char **values);
 
 /**
  * @ingroup AscendCL
@@ -208,11 +208,8 @@ ACL_FUNC_VISIBILITY aclError aclopSetAttrListString(aclopAttr *attr, const char
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclopSetAttrListListInt(aclopAttr *attr,
-                                                     const char *attrName,
-                                                     int numLists,
-                                                     const int *numValues,
-                                                     const int64_t *const values[]);
+ACL_FUNC_VISIBILITY aclError aclopSetAttrListListInt(aclopAttr *attr, const char *attrName, int numLists,
+                                                     const int *numValues, const int64_t *const values[]);
 
 /**
  * @ingroup AscendCL
@@ -242,15 +239,10 @@ ACL_FUNC_VISIBILITY aclError aclopSetAttrListListInt(aclopAttr *attr,
  * @retval OtherValues Failure
  */
 ACL_DEPRECATED_MESSAGE("aclopExecute is deprecated, use aclopExecuteV2 instead")
-ACL_FUNC_VISIBILITY aclError aclopExecute(const char *opType,
-                                          int numInputs,
-                                          const aclTensorDesc *const inputDesc[],
-                                          const aclDataBuffer *const inputs[],
-                                          int numOutputs,
-                                          const aclTensorDesc *const outputDesc[],
-                                          aclDataBuffer *const outputs[],
-                                          const aclopAttr *attr,
-                                          aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError aclopExecute(const char *opType, int numInputs, const aclTensorDesc *const inputDesc[],
+                                          const aclDataBuffer *const inputs[], int numOutputs,
+                                          const aclTensorDesc *const outputDesc[], aclDataBuffer *const outputs[],
+                                          const aclopAttr *attr, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -280,15 +272,9 @@ ACL_FUNC_VISIBILITY aclError aclopExecute(const char *opType,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclopExecuteV2(const char *opType,
-                                            int numInputs,
-                                            aclTensorDesc *inputDesc[],
-                                            aclDataBuffer *inputs[],
-                                            int numOutputs,
-                                            aclTensorDesc *outputDesc[],
-                                            aclDataBuffer *outputs[],
-                                            aclopAttr *attr,
-                                            aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError aclopExecuteV2(const char *opType, int numInputs, aclTensorDesc *inputDesc[],
+                                            aclDataBuffer *inputs[], int numOutputs, aclTensorDesc *outputDesc[],
+                                            aclDataBuffer *outputs[], aclopAttr *attr, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -306,12 +292,9 @@ ACL_FUNC_VISIBILITY aclError aclopExecuteV2(const char *opType,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclopCreateHandle(const char *opType,
-                                               int numInputs,
-                                               const aclTensorDesc *const inputDesc[],
-                                               int numOutputs,
-                                               const aclTensorDesc *const outputDesc[],
-                                               const aclopAttr *opAttr,
+ACL_FUNC_VISIBILITY aclError aclopCreateHandle(const char *opType, int numInputs,
+                                               const aclTensorDesc *const inputDesc[], int numOutputs,
+                                               const aclTensorDesc *const outputDesc[], const aclopAttr *opAttr,
                                                aclopHandle **handle);
 
 /**
@@ -343,12 +326,9 @@ ACL_FUNC_VISIBILITY void aclopDestroyHandle(aclopHandle *handle);
  *
  * @see aclopCreateHandle | aclCreateDataBuffer
  */
-ACL_FUNC_VISIBILITY aclError aclopExecWithHandle(aclopHandle *handle,
-                                                 int numInputs,
-                                                 const aclDataBuffer *const inputs[],
-                                                 int numOutputs,
-                                                 aclDataBuffer *const outputs[],
-                                                 aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError aclopExecWithHandle(aclopHandle *handle, int numInputs,
+                                                 const aclDataBuffer *const inputs[], int numOutputs,
+                                                 aclDataBuffer *const outputs[], aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -364,11 +344,8 @@ ACL_FUNC_VISIBILITY aclError aclopExecWithHandle(aclopHandle *handle,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclopCast(const aclTensorDesc *srcDesc,
-                                       const aclDataBuffer *srcBuffer,
-                                       const aclTensorDesc *dstDesc,
-                                       aclDataBuffer *dstBuffer,
-                                       uint8_t truncate,
+ACL_FUNC_VISIBILITY aclError aclopCast(const aclTensorDesc *srcDesc, const aclDataBuffer *srcBuffer,
+                                       const aclTensorDesc *dstDesc, aclDataBuffer *dstBuffer, uint8_t truncate,
                                        aclrtStream stream);
 
 /**
@@ -383,12 +360,9 @@ ACL_FUNC_VISIBILITY aclError aclopCast(const aclTensorDesc *srcDesc,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclopCreateHandleForCast(aclTensorDesc *srcDesc,
-                                                      aclTensorDesc *dstDesc,
-                                                      uint8_t truncate,
+ACL_FUNC_VISIBILITY aclError aclopCreateHandleForCast(aclTensorDesc *srcDesc, aclTensorDesc *dstDesc, uint8_t truncate,
                                                       aclopHandle **handle);
 
-
 /**
  * @ingroup AscendCL
  * @brief create kernel
@@ -407,15 +381,10 @@ ACL_FUNC_VISIBILITY aclError aclopCreateHandleForCast(aclTensorDesc *srcDesc,
  *
  * @see aclopCompile
  */
-ACL_FUNC_VISIBILITY aclError aclopCreateKernel(const char *opType,
-                                               const char *kernelId,
-                                               const char *kernelName,
-                                               void *binData,
-                                               int binSize,
-                                               aclopEngineType enginetype,
+ACL_FUNC_VISIBILITY aclError aclopCreateKernel(const char *opType, const char *kernelId, const char *kernelName,
+                                               void *binData, int binSize, aclopEngineType enginetype,
                                                aclDataDeallocator deallocator);
 
-
 /**
  * @ingroup AscendCL
  * @brief create kernel
@@ -430,11 +399,8 @@ ACL_FUNC_VISIBILITY aclError aclopCreateKernel(const char *opType,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-typedef aclError (*aclopCompileFunc)(int numInputs,
-                                     const aclTensorDesc *const inputDesc[],
-                                     int numOutputs,
-                                     const aclTensorDesc *const outputDesc[],
-                                     const aclopAttr *opAttr,
+typedef aclError (*aclopCompileFunc)(int numInputs, const aclTensorDesc *const inputDesc[], int numOutputs,
+                                     const aclTensorDesc *const outputDesc[], const aclopAttr *opAttr,
                                      aclopKernelDesc *aclopKernelDesc);
 
 /**
@@ -475,11 +441,8 @@ ACL_FUNC_VISIBILITY aclError aclopUnregisterCompileFunc(const char *opType);
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclopSetKernelArgs(aclopKernelDesc *kernelDesc,
-                                                const char *kernelId,
-                                                uint32_t blockDim,
-                                                const void *args,
-                                                uint32_t argSize);
+ACL_FUNC_VISIBILITY aclError aclopSetKernelArgs(aclopKernelDesc *kernelDesc, const char *kernelId, uint32_t blockDim,
+                                                const void *args, uint32_t argSize);
 
 /**
  * @ingroup AscendCL
@@ -510,12 +473,9 @@ ACL_FUNC_VISIBILITY aclError aclopSetKernelWorkspaceSizes(aclopKernelDesc *kerne
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclopUpdateParams(const char *opType,
-                                               int numInputs,
-                                               const aclTensorDesc *const inputDesc[],
-                                               int numOutputs,
-                                               const aclTensorDesc *const outputDesc[],
-                                               const aclopAttr *attr);
+ACL_FUNC_VISIBILITY aclError aclopUpdateParams(const char *opType, int numInputs,
+                                               const aclTensorDesc *const inputDesc[], int numOutputs,
+                                               const aclTensorDesc *const outputDesc[], const aclopAttr *attr);
 
 /**
  * @ingroup AscendCL
@@ -533,17 +493,12 @@ ACL_FUNC_VISIBILITY aclError aclopUpdateParams(const char *opType,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclopInferShape(const char *opType,
-                                             int numInputs,
-                                             aclTensorDesc *inputDesc[],
-                                             aclDataBuffer *inputs[],
-                                             int numOutputs,
-                                             aclTensorDesc *outputDesc[],
+ACL_FUNC_VISIBILITY aclError aclopInferShape(const char *opType, int numInputs, aclTensorDesc *inputDesc[],
+                                             aclDataBuffer *inputs[], int numOutputs, aclTensorDesc *outputDesc[],
                                              aclopAttr *attr);
 
-
 #ifdef __cplusplus
 }
 #endif
 
-#endif // INC_EXTERNAL_ACL_ACL_OP_H_
+#endif  // INC_EXTERNAL_ACL_ACL_OP_H_

inc/external/acl/acl_op_compiler.h

@@ -24,28 +24,22 @@
 extern "C" {
 #endif
 
-typedef enum aclCompileType {
-    ACL_COMPILE_SYS,
-    ACL_COMPILE_UNREGISTERED
-} aclopCompileType;
+typedef enum aclCompileType { ACL_COMPILE_SYS, ACL_COMPILE_UNREGISTERED } aclopCompileType;
 
 typedef enum {
-    ACL_PRECISION_MODE,
-    ACL_AICORE_NUM,
-    ACL_AUTO_TUNE_MODE,
-    ACL_OP_SELECT_IMPL_MODE,
-    ACL_OPTYPELIST_FOR_IMPLMODE,
-    ACL_OP_DEBUG_LEVEL,
-    ACL_DEBUG_DIR,
-    ACL_OP_COMPILER_CACHE_MODE,
-    ACL_OP_COMPILER_CACHE_DIR,
-    ACL_OP_PERFORMANCE_MODE
+  ACL_PRECISION_MODE,
+  ACL_AICORE_NUM,
+  ACL_AUTO_TUNE_MODE,
+  ACL_OP_SELECT_IMPL_MODE,
+  ACL_OPTYPELIST_FOR_IMPLMODE,
+  ACL_OP_DEBUG_LEVEL,
+  ACL_DEBUG_DIR,
+  ACL_OP_COMPILER_CACHE_MODE,
+  ACL_OP_COMPILER_CACHE_DIR,
+  ACL_OP_PERFORMANCE_MODE
 } aclCompileOpt;
 
-typedef enum aclCompileFlag {
-    ACL_OP_COMPILE_DEFAULT,
-    ACL_OP_COMPILE_FUZZ
-} aclOpCompileFlag;
+typedef enum aclCompileFlag { ACL_OP_COMPILE_DEFAULT, ACL_OP_COMPILE_FUZZ } aclOpCompileFlag;
 
 /**
  * @ingroup AscendCL
@@ -65,15 +59,10 @@ typedef enum aclCompileFlag {
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclopCompile(const char *opType,
-                                          int numInputs,
-                                          const aclTensorDesc *const inputDesc[],
-                                          int numOutputs,
-                                          const aclTensorDesc *const outputDesc[],
-                                          const aclopAttr *attr,
-                                          aclopEngineType engineType,
-                                          aclopCompileType compileFlag,
-                                          const char *opPath);
+ACL_FUNC_VISIBILITY aclError aclopCompile(const char *opType, int numInputs, const aclTensorDesc *const inputDesc[],
+                                          int numOutputs, const aclTensorDesc *const outputDesc[],
+                                          const aclopAttr *attr, aclopEngineType engineType,
+                                          aclopCompileType compileFlag, const char *opPath);
 
 /**
  * @ingroup AscendCL
@@ -96,11 +85,10 @@ ACL_FUNC_VISIBILITY aclError aclopCompile(const char *opType,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclopCompileAndExecute(const char *opType,
-    int numInputs, const aclTensorDesc *const inputDesc[], const aclDataBuffer *const inputs[],
-    int numOutputs, const aclTensorDesc *const outputDesc[], aclDataBuffer *const outputs[],
-    const aclopAttr *attr, aclopEngineType engineType, aclopCompileType compileFlag,
-    const char *opPath, aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError aclopCompileAndExecute(
+  const char *opType, int numInputs, const aclTensorDesc *const inputDesc[], const aclDataBuffer *const inputs[],
+  int numOutputs, const aclTensorDesc *const outputDesc[], aclDataBuffer *const outputs[], const aclopAttr *attr,
+  aclopEngineType engineType, aclopCompileType compileFlag, const char *opPath, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -130,4 +118,4 @@ ACL_FUNC_VISIBILITY aclError aclopSetCompileFlag(aclOpCompileFlag flag);
 }
 #endif
 
-#endif // INC_EXTERNAL_ACL_ACL_OP_COMPILER_H_
+#endif  // INC_EXTERNAL_ACL_ACL_OP_COMPILER_H_

inc/external/acl/acl_prof.h

@@ -23,32 +23,31 @@
 extern "C" {
 #endif
 
-#define ACL_PROF_ACL_API                0x0001
-#define ACL_PROF_TASK_TIME              0x0002
-#define ACL_PROF_AICORE_METRICS         0x0004
-#define ACL_PROF_AICPU                  0x0008
+#define ACL_PROF_ACL_API 0x0001
+#define ACL_PROF_TASK_TIME 0x0002
+#define ACL_PROF_AICORE_METRICS 0x0004
+#define ACL_PROF_AICPU 0x0008
 
 /**
  * @deprecated please use aclprofGetOpTypeLen and aclprofGetOpTNameLen instead
  */
-#define ACL_PROF_MAX_OP_NAME_LEN        257
-#define ACL_PROF_MAX_OP_TYPE_LEN        65
+#define ACL_PROF_MAX_OP_NAME_LEN 257
+#define ACL_PROF_MAX_OP_TYPE_LEN 65
 
 typedef enum {
-    ACL_AICORE_ARITHMETIC_UTILIZATION = 0,
-    ACL_AICORE_PIPE_UTILIZATION = 1,
-    ACL_AICORE_MEMORY_BANDWIDTH = 2,
-    ACL_AICORE_L0B_AND_WIDTH = 3,
-    ACL_AICORE_RESOURCE_CONFLICT_RATIO = 4,
-    ACL_AICORE_NONE = 0xFF
+  ACL_AICORE_ARITHMETIC_UTILIZATION = 0,
+  ACL_AICORE_PIPE_UTILIZATION = 1,
+  ACL_AICORE_MEMORY_BANDWIDTH = 2,
+  ACL_AICORE_L0B_AND_WIDTH = 3,
+  ACL_AICORE_RESOURCE_CONFLICT_RATIO = 4,
+  ACL_AICORE_NONE = 0xFF
 } aclprofAicoreMetrics;
 
 typedef enum {
-    ACL_STEP_START = 0, // step  start
-    ACL_STEP_END = 1   // step  end
+  ACL_STEP_START = 0,  // step  start
+  ACL_STEP_END = 1     // step  end
 } aclprofStepTag;
 
-
 typedef struct aclprofConfig aclprofConfig;
 typedef struct aclprofStopConfig aclprofStopConfig;
 typedef struct aclprofAicoreEvents aclprofAicoreEvents;
@@ -108,7 +107,8 @@ ACL_FUNC_VISIBILITY aclError aclprofStart(const aclprofConfig *profilerConfig);
  * @see aclprofDestroyConfig
  */
 ACL_FUNC_VISIBILITY aclprofConfig *aclprofCreateConfig(uint32_t *deviceIdList, uint32_t deviceNums,
-    aclprofAicoreMetrics aicoreMetrics, aclprofAicoreEvents *aicoreEvents, uint64_t dataTypeConfig);
+                                                       aclprofAicoreMetrics aicoreMetrics,
+                                                       aclprofAicoreEvents *aicoreEvents, uint64_t dataTypeConfig);
 
 /**
  * @ingroup AscendCL
@@ -148,8 +148,7 @@ ACL_FUNC_VISIBILITY aclError aclprofStop(const aclprofConfig *profilerConfig);
  *
  * @see aclprofModelUnSubscribe
  */
-ACL_FUNC_VISIBILITY aclError aclprofModelSubscribe(uint32_t modelId,
-    const aclprofSubscribeConfig *profSubscribeConfig);
+ACL_FUNC_VISIBILITY aclError aclprofModelSubscribe(uint32_t modelId, const aclprofSubscribeConfig *profSubscribeConfig);
 
 /**
  * @ingroup AscendCL
@@ -177,7 +176,7 @@ ACL_FUNC_VISIBILITY aclError aclprofModelUnSubscribe(uint32_t modelId);
  * @see aclprofDestroySubscribeConfig
  */
 ACL_FUNC_VISIBILITY aclprofSubscribeConfig *aclprofCreateSubscribeConfig(int8_t timeInfoSwitch,
-    aclprofAicoreMetrics aicoreMetrics, void *fd);
+                                                                         aclprofAicoreMetrics aicoreMetrics, void *fd);
 
 /**
  * @ingroup AscendCL
@@ -229,7 +228,7 @@ ACL_FUNC_VISIBILITY aclError aclprofGetOpNum(const void *opInfo, size_t opInfoLe
  * @retval OtherValues Failure
  */
 ACL_FUNC_VISIBILITY aclError aclprofGetOpTypeLen(const void *opInfo, size_t opInfoLen, uint32_t index,
-    size_t *opTypeLen);
+                                                 size_t *opTypeLen);
 
 /**
  * @ingroup AscendCL
@@ -244,8 +243,8 @@ ACL_FUNC_VISIBILITY aclError aclprofGetOpTypeLen(const void *opInfo, size_t opIn
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclprofGetOpType(const void *opInfo, size_t opInfoLen, uint32_t index,
-    char *opType, size_t opTypeLen);
+ACL_FUNC_VISIBILITY aclError aclprofGetOpType(const void *opInfo, size_t opInfoLen, uint32_t index, char *opType,
+                                              size_t opTypeLen);
 
 /**
  * @ingroup AscendCL
@@ -260,7 +259,7 @@ ACL_FUNC_VISIBILITY aclError aclprofGetOpType(const void *opInfo, size_t opInfoL
  * @retval OtherValues Failure
  */
 ACL_FUNC_VISIBILITY aclError aclprofGetOpNameLen(const void *opInfo, size_t opInfoLen, uint32_t index,
-    size_t *opNameLen);
+                                                 size_t *opNameLen);
 
 /**
  * @ingroup AscendCL
@@ -275,8 +274,8 @@ ACL_FUNC_VISIBILITY aclError aclprofGetOpNameLen(const void *opInfo, size_t opIn
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclprofGetOpName(const void *opInfo, size_t opInfoLen, uint32_t index,
-    char *opName, size_t opNameLen);
+ACL_FUNC_VISIBILITY aclError aclprofGetOpName(const void *opInfo, size_t opInfoLen, uint32_t index, char *opName,
+                                              size_t opNameLen);
 
 /**
  * @ingroup AscendCL
@@ -339,28 +338,28 @@ ACL_FUNC_VISIBILITY size_t aclprofGetModelId(const void *opInfo, size_t opInfoLe
  *
  * @retval 0 for failed
  */
-ACL_FUNC_VISIBILITY aclError aclprofGetStepTimestamp(aclprofStepInfo* stepInfo, aclprofStepTag tag, aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError aclprofGetStepTimestamp(aclprofStepInfo *stepInfo, aclprofStepTag tag, aclrtStream stream);
 
- /**
+/**
  * @ingroup AscendCL
  * @brief create pointer to aclprofStepInfo data
  *
  *
  * @retval aclprofStepInfo pointer
  */
-ACL_FUNC_VISIBILITY aclprofStepInfo* aclprofCreateStepInfo();
+ACL_FUNC_VISIBILITY aclprofStepInfo *aclprofCreateStepInfo();
 
- /**
+/**
  * @ingroup AscendCL
  * @brief destroy aclprofStepInfo pointer
  *
  *
  * @retval void
  */
-ACL_FUNC_VISIBILITY void aclprofDestroyStepInfo(aclprofStepInfo* stepinfo);
+ACL_FUNC_VISIBILITY void aclprofDestroyStepInfo(aclprofStepInfo *stepinfo);
 
 #ifdef __cplusplus
 }
 #endif
 
-#endif // INC_EXTERNAL_ACL_PROF_H_
+#endif  // INC_EXTERNAL_ACL_PROF_H_

inc/external/acl/acl_rt.h

@@ -28,63 +28,63 @@ extern "C" {
 #define ACL_EVENT_TIME_LINE 0x00000008u
 
 typedef enum aclrtRunMode {
-    ACL_DEVICE,
-    ACL_HOST,
+  ACL_DEVICE,
+  ACL_HOST,
 } aclrtRunMode;
 
 typedef enum aclrtTsId {
-    ACL_TS_ID_AICORE   = 0,
-    ACL_TS_ID_AIVECTOR = 1,
-    ACL_TS_ID_RESERVED = 2,
+  ACL_TS_ID_AICORE = 0,
+  ACL_TS_ID_AIVECTOR = 1,
+  ACL_TS_ID_RESERVED = 2,
 } aclrtTsId;
 
 typedef enum aclrtEventStatus {
-    ACL_EVENT_STATUS_COMPLETE  = 0,
-    ACL_EVENT_STATUS_NOT_READY = 1,
-    ACL_EVENT_STATUS_RESERVED  = 2,
+  ACL_EVENT_STATUS_COMPLETE = 0,
+  ACL_EVENT_STATUS_NOT_READY = 1,
+  ACL_EVENT_STATUS_RESERVED = 2,
 } aclrtEventStatus;
 
 typedef enum aclrtCallbackBlockType {
-    ACL_CALLBACK_NO_BLOCK,
-    ACL_CALLBACK_BLOCK,
+  ACL_CALLBACK_NO_BLOCK,
+  ACL_CALLBACK_BLOCK,
 } aclrtCallbackBlockType;
 
 typedef enum aclrtMemcpyKind {
-    ACL_MEMCPY_HOST_TO_HOST,
-    ACL_MEMCPY_HOST_TO_DEVICE,
-    ACL_MEMCPY_DEVICE_TO_HOST,
-    ACL_MEMCPY_DEVICE_TO_DEVICE,
+  ACL_MEMCPY_HOST_TO_HOST,
+  ACL_MEMCPY_HOST_TO_DEVICE,
+  ACL_MEMCPY_DEVICE_TO_HOST,
+  ACL_MEMCPY_DEVICE_TO_DEVICE,
 } aclrtMemcpyKind;
 
 typedef enum aclrtMemMallocPolicy {
-    ACL_MEM_MALLOC_HUGE_FIRST,
-    ACL_MEM_MALLOC_HUGE_ONLY,
-    ACL_MEM_MALLOC_NORMAL_ONLY,
-    ACL_MEM_MALLOC_HUGE_FIRST_P2P,
-    ACL_MEM_MALLOC_HUGE_ONLY_P2P,
-    ACL_MEM_MALLOC_NORMAL_ONLY_P2P,
+  ACL_MEM_MALLOC_HUGE_FIRST,
+  ACL_MEM_MALLOC_HUGE_ONLY,
+  ACL_MEM_MALLOC_NORMAL_ONLY,
+  ACL_MEM_MALLOC_HUGE_FIRST_P2P,
+  ACL_MEM_MALLOC_HUGE_ONLY_P2P,
+  ACL_MEM_MALLOC_NORMAL_ONLY_P2P,
 } aclrtMemMallocPolicy;
 
 typedef enum aclrtMemAttr {
-    ACL_DDR_MEM,
-    ACL_HBM_MEM,
-    ACL_DDR_MEM_HUGE,
-    ACL_DDR_MEM_NORMAL,
-    ACL_HBM_MEM_HUGE,
-    ACL_HBM_MEM_NORMAL,
-    ACL_DDR_MEM_P2P_HUGE,
-    ACL_DDR_MEM_P2P_NORMAL,
-    ACL_HBM_MEM_P2P_HUGE,
-    ACL_HBM_MEM_P2P_NORMAL,
+  ACL_DDR_MEM,
+  ACL_HBM_MEM,
+  ACL_DDR_MEM_HUGE,
+  ACL_DDR_MEM_NORMAL,
+  ACL_HBM_MEM_HUGE,
+  ACL_HBM_MEM_NORMAL,
+  ACL_DDR_MEM_P2P_HUGE,
+  ACL_DDR_MEM_P2P_NORMAL,
+  ACL_HBM_MEM_P2P_HUGE,
+  ACL_HBM_MEM_P2P_NORMAL,
 } aclrtMemAttr;
 
 typedef enum aclrtGroupAttr {
-    ACL_GROUP_AICORE_INT,
-    ACL_GROUP_AIV_INT,
-    ACL_GROUP_AIC_INT,
-    ACL_GROUP_SDMANUM_INT,
-    ACL_GROUP_ASQNUM_INT,
-    ACL_GROUP_GROUPID_INT
+  ACL_GROUP_AICORE_INT,
+  ACL_GROUP_AIV_INT,
+  ACL_GROUP_AIC_INT,
+  ACL_GROUP_SDMANUM_INT,
+  ACL_GROUP_ASQNUM_INT,
+  ACL_GROUP_GROUPID_INT
 } aclrtGroupAttr;
 
 typedef struct tagRtGroupInfo aclrtGroupInfo;
@@ -487,7 +487,7 @@ ACL_FUNC_VISIBILITY aclError aclrtRecordEvent(aclrtEvent event, aclrtStream stre
  */
 ACL_FUNC_VISIBILITY aclError aclrtResetEvent(aclrtEvent event, aclrtStream stream);
 
- /**
+/**
  * @ingroup AscendCL
  * @brief Queries an event's status
  *
@@ -549,9 +549,7 @@ ACL_FUNC_VISIBILITY aclError aclrtEventElapsedTime(float *ms, aclrtEvent start,
  *
  * @see aclrtFree | acldvppMalloc | aclrtMallocCached
  */
-ACL_FUNC_VISIBILITY aclError aclrtMalloc(void **devPtr,
-                                         size_t size,
-                                         aclrtMemMallocPolicy policy);
+ACL_FUNC_VISIBILITY aclError aclrtMalloc(void **devPtr, size_t size, aclrtMemMallocPolicy policy);
 
 /**
  * @ingroup AscendCL
@@ -574,9 +572,7 @@ ACL_FUNC_VISIBILITY aclError aclrtMalloc(void **devPtr,
  *
  * @see aclrtFree | aclrtMalloc
  */
-ACL_FUNC_VISIBILITY aclError aclrtMallocCached(void **devPtr,
-                                               size_t size,
-                                               aclrtMemMallocPolicy policy);
+ACL_FUNC_VISIBILITY aclError aclrtMallocCached(void **devPtr, size_t size, aclrtMemMallocPolicy policy);
 
 /**
  * @ingroup AscendCL
@@ -667,10 +663,7 @@ ACL_FUNC_VISIBILITY aclError aclrtFreeHost(void *hostPtr);
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclrtMemcpy(void *dst,
-                                         size_t destMax,
-                                         const void *src,
-                                         size_t count,
+ACL_FUNC_VISIBILITY aclError aclrtMemcpy(void *dst, size_t destMax, const void *src, size_t count,
                                          aclrtMemcpyKind kind);
 
 /**
@@ -717,38 +710,31 @@ ACL_FUNC_VISIBILITY aclError aclrtMemset(void *devPtr, size_t maxCount, int32_t
  *
  * @see aclrtSynchronizeStream
  */
-ACL_FUNC_VISIBILITY aclError aclrtMemcpyAsync(void *dst,
-                                              size_t destMax,
-                                              const void *src,
-                                              size_t count,
-                                              aclrtMemcpyKind kind,
-                                              aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError aclrtMemcpyAsync(void *dst, size_t destMax, const void *src, size_t count,
+                                              aclrtMemcpyKind kind, aclrtStream stream);
 
 /**
-* @ingroup AscendCL
-* @brief Asynchronous initialize memory
-* and set contents of memory to specified value async
-*
-* @par Function
+ * @ingroup AscendCL
+ * @brief Asynchronous initialize memory
+ * and set contents of memory to specified value async
+ *
+ * @par Function
  *  The memory to be initialized is on the Host or device side,
  *  and the system determines whether
  *  it is host or device according to the address
  *
-* @param devPtr [IN]      destination address pointer
-* @param maxCount [IN]    Max length of destination address memory
-* @param value [IN]       set value
-* @param count [IN]       the number of byte to set
-* @param stream [IN]      asynchronized task stream
-*
-* @retval ACL_SUCCESS The function is successfully executed.
-* @retval OtherValues Failure
-*
-* @see aclrtSynchronizeStream
-*/
-ACL_FUNC_VISIBILITY aclError aclrtMemsetAsync(void *devPtr,
-                                              size_t maxCount,
-                                              int32_t value,
-                                              size_t count,
+ * @param devPtr [IN]      destination address pointer
+ * @param maxCount [IN]    Max length of destination address memory
+ * @param value [IN]       set value
+ * @param count [IN]       the number of byte to set
+ * @param stream [IN]      asynchronized task stream
+ *
+ * @retval ACL_SUCCESS The function is successfully executed.
+ * @retval OtherValues Failure
+ *
+ * @see aclrtSynchronizeStream
+ */
+ACL_FUNC_VISIBILITY aclError aclrtMemsetAsync(void *devPtr, size_t maxCount, int32_t value, size_t count,
                                               aclrtStream stream);
 
 /**
@@ -894,11 +880,8 @@ ACL_FUNC_VISIBILITY aclError aclrtGetAllGroupInfo(aclrtGroupInfo *groupInfo);
  *
  * @see aclrtGetGroupCount | aclrtGetAllGroupInfo
  */
-ACL_FUNC_VISIBILITY aclError aclrtGetGroupInfoDetail(const aclrtGroupInfo *groupInfo,
-                                                     int32_t groupIndex,
-                                                     aclrtGroupAttr attr,
-                                                     void *attrValue,
-                                                     size_t valueLen,
+ACL_FUNC_VISIBILITY aclError aclrtGetGroupInfoDetail(const aclrtGroupInfo *groupInfo, int32_t groupIndex,
+                                                     aclrtGroupAttr attr, void *attrValue, size_t valueLen,
                                                      size_t *paramRetSize);
 
 /**
@@ -972,5 +955,4 @@ ACL_FUNC_VISIBILITY aclError aclrtSetOpWaitTimeout(uint32_t timeout);
 }
 #endif
 
-#endif // INC_EXTERNAL_ACL_ACL_RT_H_
-
+#endif  // INC_EXTERNAL_ACL_ACL_RT_H_

inc/external/acl/acl_tdt.h

@@ -24,10 +24,10 @@ extern "C" {
 #endif
 
 enum acltdtTensorType {
-    ACL_TENSOR_DATA_UNDEFINED = -1,
-    ACL_TENSOR_DATA_TENSOR,
-    ACL_TENSOR_DATA_END_OF_SEQUENCE,
-    ACL_TENSOR_DATA_ABNORMAL
+  ACL_TENSOR_DATA_UNDEFINED = -1,
+  ACL_TENSOR_DATA_TENSOR,
+  ACL_TENSOR_DATA_END_OF_SEQUENCE,
+  ACL_TENSOR_DATA_ABNORMAL
 };
 
 typedef struct acltdtDataItem acltdtDataItem;
@@ -64,7 +64,7 @@ ACL_FUNC_VISIBILITY aclDataType acltdtGetDataTypeFromItem(const acltdtDataItem *
  *
  * @retval null for failed
  * @retval OtherValues success
-*/
+ */
 ACL_FUNC_VISIBILITY void *acltdtGetDataAddrFromItem(const acltdtDataItem *dataItem);
 
 /**
@@ -75,7 +75,7 @@ ACL_FUNC_VISIBILITY void *acltdtGetDataAddrFromItem(const acltdtDataItem *dataIt
  *
  * @retval 0 for failed
  * @retval OtherValues success
-*/
+ */
 ACL_FUNC_VISIBILITY size_t acltdtGetDataSizeFromItem(const acltdtDataItem *dataItem);
 
 /**
@@ -86,7 +86,7 @@ ACL_FUNC_VISIBILITY size_t acltdtGetDataSizeFromItem(const acltdtDataItem *dataI
  *
  * @retval 0 for failed
  * @retval OtherValues success
-*/
+ */
 ACL_FUNC_VISIBILITY size_t acltdtGetDimNumFromItem(const acltdtDataItem *dataItem);
 
 /**
@@ -118,12 +118,8 @@ ACL_FUNC_VISIBILITY aclError acltdtGetDimsFromItem(const acltdtDataItem *dataIte
  *
  * @see acltdtDestroyDataItem
  */
-ACL_FUNC_VISIBILITY acltdtDataItem *acltdtCreateDataItem(acltdtTensorType tdtType,
-                                                         const int64_t *dims,
-                                                         size_t dimNum,
-                                                         aclDataType dataType,
-                                                         void *data,
-                                                         size_t size);
+ACL_FUNC_VISIBILITY acltdtDataItem *acltdtCreateDataItem(acltdtTensorType tdtType, const int64_t *dims, size_t dimNum,
+                                                         aclDataType dataType, void *data, size_t size);
 
 /**
  * @ingroup AscendCL
@@ -254,8 +250,7 @@ ACL_FUNC_VISIBILITY aclError acltdtDestroyChannel(acltdtChannelHandle *handle);
  *
  * @see acltdtReceiveTensor
  */
-ACL_FUNC_VISIBILITY aclError acltdtSendTensor(const acltdtChannelHandle *handle,
-                                              const acltdtDataset *dataset,
+ACL_FUNC_VISIBILITY aclError acltdtSendTensor(const acltdtChannelHandle *handle, const acltdtDataset *dataset,
                                               int32_t timeout);
 
 /**
@@ -271,13 +266,11 @@ ACL_FUNC_VISIBILITY aclError acltdtSendTensor(const acltdtChannelHandle *handle,
  *
  * @see acltdtSendTensor
  */
-ACL_FUNC_VISIBILITY aclError acltdtReceiveTensor(const acltdtChannelHandle *handle,
-                                                 acltdtDataset *dataset,
+ACL_FUNC_VISIBILITY aclError acltdtReceiveTensor(const acltdtChannelHandle *handle, acltdtDataset *dataset,
                                                  int32_t timeout);
 
 #ifdef __cplusplus
 }
 #endif
 
-#endif //INC_EXTERNAL_ACL_ACL_TDT_H_
-
+#endif  // INC_EXTERNAL_ACL_ACL_TDT_H_

inc/external/acl/error_codes/rt_error_codes.h

@@ -23,87 +23,87 @@
 extern "C" {
 #endif
 
-static const int32_t ACL_RT_SUCCESS                          = 0; // success
+static const int32_t ACL_RT_SUCCESS = 0;  // success
 
-static const int32_t ACL_ERROR_RT_PARAM_INVALID              = 107000; // param invalid
-static const int32_t ACL_ERROR_RT_INVALID_DEVICEID           = 107001; // invalid device id
-static const int32_t ACL_ERROR_RT_CONTEXT_NULL               = 107002; // current context null
-static const int32_t ACL_ERROR_RT_STREAM_CONTEXT             = 107003; // stream not in current context
-static const int32_t ACL_ERROR_RT_MODEL_CONTEXT              = 107004; // model not in current context
-static const int32_t ACL_ERROR_RT_STREAM_MODEL               = 107005; // stream not in model
-static const int32_t ACL_ERROR_RT_EVENT_TIMESTAMP_INVALID    = 107006; // event timestamp invalid
-static const int32_t ACL_ERROR_RT_EVENT_TIMESTAMP_REVERSAL   = 107007; // event timestamp reversal
-static const int32_t ACL_ERROR_RT_ADDR_UNALIGNED             = 107008; // memory address unaligned
-static const int32_t ACL_ERROR_RT_FILE_OPEN                  = 107009; // open file failed
-static const int32_t ACL_ERROR_RT_FILE_WRITE                 = 107010; // write file failed
-static const int32_t ACL_ERROR_RT_STREAM_SUBSCRIBE           = 107011; // error subscribe stream
-static const int32_t ACL_ERROR_RT_THREAD_SUBSCRIBE           = 107012; // error subscribe thread
-static const int32_t ACL_ERROR_RT_GROUP_NOT_SET              = 107013; // group not set
-static const int32_t ACL_ERROR_RT_GROUP_NOT_CREATE           = 107014; // group not create
-static const int32_t ACL_ERROR_RT_STREAM_NO_CB_REG           = 107015; // callback not register to stream
-static const int32_t ACL_ERROR_RT_INVALID_MEMORY_TYPE        = 107016; // invalid memory type
-static const int32_t ACL_ERROR_RT_INVALID_HANDLE             = 107017; // invalid handle
-static const int32_t ACL_ERROR_RT_INVALID_MALLOC_TYPE        = 107018; // invalid malloc type
-static const int32_t ACL_ERROR_RT_WAIT_TIMEOUT               = 107019; // wait timeout
+static const int32_t ACL_ERROR_RT_PARAM_INVALID = 107000;             // param invalid
+static const int32_t ACL_ERROR_RT_INVALID_DEVICEID = 107001;          // invalid device id
+static const int32_t ACL_ERROR_RT_CONTEXT_NULL = 107002;              // current context null
+static const int32_t ACL_ERROR_RT_STREAM_CONTEXT = 107003;            // stream not in current context
+static const int32_t ACL_ERROR_RT_MODEL_CONTEXT = 107004;             // model not in current context
+static const int32_t ACL_ERROR_RT_STREAM_MODEL = 107005;              // stream not in model
+static const int32_t ACL_ERROR_RT_EVENT_TIMESTAMP_INVALID = 107006;   // event timestamp invalid
+static const int32_t ACL_ERROR_RT_EVENT_TIMESTAMP_REVERSAL = 107007;  // event timestamp reversal
+static const int32_t ACL_ERROR_RT_ADDR_UNALIGNED = 107008;            // memory address unaligned
+static const int32_t ACL_ERROR_RT_FILE_OPEN = 107009;                 // open file failed
+static const int32_t ACL_ERROR_RT_FILE_WRITE = 107010;                // write file failed
+static const int32_t ACL_ERROR_RT_STREAM_SUBSCRIBE = 107011;          // error subscribe stream
+static const int32_t ACL_ERROR_RT_THREAD_SUBSCRIBE = 107012;          // error subscribe thread
+static const int32_t ACL_ERROR_RT_GROUP_NOT_SET = 107013;             // group not set
+static const int32_t ACL_ERROR_RT_GROUP_NOT_CREATE = 107014;          // group not create
+static const int32_t ACL_ERROR_RT_STREAM_NO_CB_REG = 107015;          // callback not register to stream
+static const int32_t ACL_ERROR_RT_INVALID_MEMORY_TYPE = 107016;       // invalid memory type
+static const int32_t ACL_ERROR_RT_INVALID_HANDLE = 107017;            // invalid handle
+static const int32_t ACL_ERROR_RT_INVALID_MALLOC_TYPE = 107018;       // invalid malloc type
+static const int32_t ACL_ERROR_RT_WAIT_TIMEOUT = 107019;              // wait timeout
 
-static const int32_t ACL_ERROR_RT_FEATURE_NOT_SUPPORT        = 207000; // feature not support
-static const int32_t ACL_ERROR_RT_MEMORY_ALLOCATION          = 207001; // memory allocation error
-static const int32_t ACL_ERROR_RT_MEMORY_FREE                = 207002; // memory free error
-static const int32_t ACL_ERROR_RT_AICORE_OVER_FLOW           = 207003; // aicore over flow
-static const int32_t ACL_ERROR_RT_NO_DEVICE                  = 207004; // no device
-static const int32_t ACL_ERROR_RT_RESOURCE_ALLOC_FAIL        = 207005; // resource alloc fail
-static const int32_t ACL_ERROR_RT_NO_PERMISSION              = 207006; // no permission
-static const int32_t ACL_ERROR_RT_NO_EVENT_RESOURCE          = 207007; // no event resource
-static const int32_t ACL_ERROR_RT_NO_STREAM_RESOURCE         = 207008; // no stream resource
-static const int32_t ACL_ERROR_RT_NO_NOTIFY_RESOURCE         = 207009; // no notify resource
-static const int32_t ACL_ERROR_RT_NO_MODEL_RESOURCE          = 207010; // no model resource
-static const int32_t ACL_ERROR_RT_NO_CDQ_RESOURCE            = 207011; // no cdq resource
+static const int32_t ACL_ERROR_RT_FEATURE_NOT_SUPPORT = 207000;  // feature not support
+static const int32_t ACL_ERROR_RT_MEMORY_ALLOCATION = 207001;    // memory allocation error
+static const int32_t ACL_ERROR_RT_MEMORY_FREE = 207002;          // memory free error
+static const int32_t ACL_ERROR_RT_AICORE_OVER_FLOW = 207003;     // aicore over flow
+static const int32_t ACL_ERROR_RT_NO_DEVICE = 207004;            // no device
+static const int32_t ACL_ERROR_RT_RESOURCE_ALLOC_FAIL = 207005;  // resource alloc fail
+static const int32_t ACL_ERROR_RT_NO_PERMISSION = 207006;        // no permission
+static const int32_t ACL_ERROR_RT_NO_EVENT_RESOURCE = 207007;    // no event resource
+static const int32_t ACL_ERROR_RT_NO_STREAM_RESOURCE = 207008;   // no stream resource
+static const int32_t ACL_ERROR_RT_NO_NOTIFY_RESOURCE = 207009;   // no notify resource
+static const int32_t ACL_ERROR_RT_NO_MODEL_RESOURCE = 207010;    // no model resource
+static const int32_t ACL_ERROR_RT_NO_CDQ_RESOURCE = 207011;      // no cdq resource
 
-static const int32_t ACL_ERROR_RT_INTERNAL_ERROR             = 507000; // runtime internal error
-static const int32_t ACL_ERROR_RT_TS_ERROR                   = 507001; // ts internel error
-static const int32_t ACL_ERROR_RT_STREAM_TASK_FULL           = 507002; // task full in stream
-static const int32_t ACL_ERROR_RT_STREAM_TASK_EMPTY          = 507003; // task empty in stream
-static const int32_t ACL_ERROR_RT_STREAM_NOT_COMPLETE        = 507004; // stream not complete
-static const int32_t ACL_ERROR_RT_END_OF_SEQUENCE            = 507005; // end of sequence
-static const int32_t ACL_ERROR_RT_EVENT_NOT_COMPLETE         = 507006; // event not complete
-static const int32_t ACL_ERROR_RT_CONTEXT_RELEASE_ERROR      = 507007; // context release error
-static const int32_t ACL_ERROR_RT_SOC_VERSION                = 507008; // soc version error
-static const int32_t ACL_ERROR_RT_TASK_TYPE_NOT_SUPPORT      = 507009; // task type not support
-static const int32_t ACL_ERROR_RT_LOST_HEARTBEAT             = 507010; // ts lost heartbeat
-static const int32_t ACL_ERROR_RT_MODEL_EXECUTE              = 507011; // model execute failed
-static const int32_t ACL_ERROR_RT_REPORT_TIMEOUT             = 507012; // report timeout
-static const int32_t ACL_ERROR_RT_SYS_DMA                    = 507013; // sys dma error
-static const int32_t ACL_ERROR_RT_AICORE_TIMEOUT             = 507014; // aicore timeout
-static const int32_t ACL_ERROR_RT_AICORE_EXCEPTION           = 507015; // aicore exception
-static const int32_t ACL_ERROR_RT_AICORE_TRAP_EXCEPTION      = 507016; // aicore trap exception
-static const int32_t ACL_ERROR_RT_AICPU_TIMEOUT              = 507017; // aicpu timeout
-static const int32_t ACL_ERROR_RT_AICPU_EXCEPTION            = 507018; // aicpu exception
-static const int32_t ACL_ERROR_RT_AICPU_DATADUMP_RSP_ERR     = 507019; // aicpu datadump response error
-static const int32_t ACL_ERROR_RT_AICPU_MODEL_RSP_ERR        = 507020; // aicpu model operate response error
-static const int32_t ACL_ERROR_RT_PROFILING_ERROR            = 507021; // profiling error
-static const int32_t ACL_ERROR_RT_IPC_ERROR                  = 507022; // ipc error
-static const int32_t ACL_ERROR_RT_MODEL_ABORT_NORMAL         = 507023; // model abort normal
-static const int32_t ACL_ERROR_RT_KERNEL_UNREGISTERING       = 507024; // kernel unregistering
-static const int32_t ACL_ERROR_RT_RINGBUFFER_NOT_INIT        = 507025; // ringbuffer not init
-static const int32_t ACL_ERROR_RT_RINGBUFFER_NO_DATA         = 507026; // ringbuffer no data
-static const int32_t ACL_ERROR_RT_KERNEL_LOOKUP              = 507027; // kernel lookup error
-static const int32_t ACL_ERROR_RT_KERNEL_DUPLICATE           = 507028; // kernel register duplicate
-static const int32_t ACL_ERROR_RT_DEBUG_REGISTER_FAIL        = 507029; // debug register failed
-static const int32_t ACL_ERROR_RT_DEBUG_UNREGISTER_FAIL      = 507030; // debug unregister failed
-static const int32_t ACL_ERROR_RT_LABEL_CONTEXT              = 507031; // label not in current context
-static const int32_t ACL_ERROR_RT_PROGRAM_USE_OUT            = 507032; // program register num use out
-static const int32_t ACL_ERROR_RT_DEV_SETUP_ERROR            = 507033; // device setup error
-static const int32_t ACL_ERROR_RT_VECTOR_CORE_TIMEOUT        = 507034; // vector core timeout
-static const int32_t ACL_ERROR_RT_VECTOR_CORE_EXCEPTION      = 507035; // vector core exception
-static const int32_t ACL_ERROR_RT_VECTOR_CORE_TRAP_EXCEPTION = 507036; // vector core trap exception
-static const int32_t ACL_ERROR_RT_CDQ_BATCH_ABNORMAL         = 507037; // cdq alloc batch abnormal
+static const int32_t ACL_ERROR_RT_INTERNAL_ERROR = 507000;              // runtime internal error
+static const int32_t ACL_ERROR_RT_TS_ERROR = 507001;                    // ts internel error
+static const int32_t ACL_ERROR_RT_STREAM_TASK_FULL = 507002;            // task full in stream
+static const int32_t ACL_ERROR_RT_STREAM_TASK_EMPTY = 507003;           // task empty in stream
+static const int32_t ACL_ERROR_RT_STREAM_NOT_COMPLETE = 507004;         // stream not complete
+static const int32_t ACL_ERROR_RT_END_OF_SEQUENCE = 507005;             // end of sequence
+static const int32_t ACL_ERROR_RT_EVENT_NOT_COMPLETE = 507006;          // event not complete
+static const int32_t ACL_ERROR_RT_CONTEXT_RELEASE_ERROR = 507007;       // context release error
+static const int32_t ACL_ERROR_RT_SOC_VERSION = 507008;                 // soc version error
+static const int32_t ACL_ERROR_RT_TASK_TYPE_NOT_SUPPORT = 507009;       // task type not support
+static const int32_t ACL_ERROR_RT_LOST_HEARTBEAT = 507010;              // ts lost heartbeat
+static const int32_t ACL_ERROR_RT_MODEL_EXECUTE = 507011;               // model execute failed
+static const int32_t ACL_ERROR_RT_REPORT_TIMEOUT = 507012;              // report timeout
+static const int32_t ACL_ERROR_RT_SYS_DMA = 507013;                     // sys dma error
+static const int32_t ACL_ERROR_RT_AICORE_TIMEOUT = 507014;              // aicore timeout
+static const int32_t ACL_ERROR_RT_AICORE_EXCEPTION = 507015;            // aicore exception
+static const int32_t ACL_ERROR_RT_AICORE_TRAP_EXCEPTION = 507016;       // aicore trap exception
+static const int32_t ACL_ERROR_RT_AICPU_TIMEOUT = 507017;               // aicpu timeout
+static const int32_t ACL_ERROR_RT_AICPU_EXCEPTION = 507018;             // aicpu exception
+static const int32_t ACL_ERROR_RT_AICPU_DATADUMP_RSP_ERR = 507019;      // aicpu datadump response error
+static const int32_t ACL_ERROR_RT_AICPU_MODEL_RSP_ERR = 507020;         // aicpu model operate response error
+static const int32_t ACL_ERROR_RT_PROFILING_ERROR = 507021;             // profiling error
+static const int32_t ACL_ERROR_RT_IPC_ERROR = 507022;                   // ipc error
+static const int32_t ACL_ERROR_RT_MODEL_ABORT_NORMAL = 507023;          // model abort normal
+static const int32_t ACL_ERROR_RT_KERNEL_UNREGISTERING = 507024;        // kernel unregistering
+static const int32_t ACL_ERROR_RT_RINGBUFFER_NOT_INIT = 507025;         // ringbuffer not init
+static const int32_t ACL_ERROR_RT_RINGBUFFER_NO_DATA = 507026;          // ringbuffer no data
+static const int32_t ACL_ERROR_RT_KERNEL_LOOKUP = 507027;               // kernel lookup error
+static const int32_t ACL_ERROR_RT_KERNEL_DUPLICATE = 507028;            // kernel register duplicate
+static const int32_t ACL_ERROR_RT_DEBUG_REGISTER_FAIL = 507029;         // debug register failed
+static const int32_t ACL_ERROR_RT_DEBUG_UNREGISTER_FAIL = 507030;       // debug unregister failed
+static const int32_t ACL_ERROR_RT_LABEL_CONTEXT = 507031;               // label not in current context
+static const int32_t ACL_ERROR_RT_PROGRAM_USE_OUT = 507032;             // program register num use out
+static const int32_t ACL_ERROR_RT_DEV_SETUP_ERROR = 507033;             // device setup error
+static const int32_t ACL_ERROR_RT_VECTOR_CORE_TIMEOUT = 507034;         // vector core timeout
+static const int32_t ACL_ERROR_RT_VECTOR_CORE_EXCEPTION = 507035;       // vector core exception
+static const int32_t ACL_ERROR_RT_VECTOR_CORE_TRAP_EXCEPTION = 507036;  // vector core trap exception
+static const int32_t ACL_ERROR_RT_CDQ_BATCH_ABNORMAL = 507037;          // cdq alloc batch abnormal
 
-static const int32_t ACL_ERROR_RT_DRV_INTERNAL_ERROR         = 507899; // drv internal error
-static const int32_t ACL_ERROR_RT_AICPU_INTERNAL_ERROR       = 507900; // aicpu internal error
-static const int32_t ACL_ERROR_RT_SOCKET_CLOSE               = 507901; // hdc disconnect
+static const int32_t ACL_ERROR_RT_DRV_INTERNAL_ERROR = 507899;    // drv internal error
+static const int32_t ACL_ERROR_RT_AICPU_INTERNAL_ERROR = 507900;  // aicpu internal error
+static const int32_t ACL_ERROR_RT_SOCKET_CLOSE = 507901;          // hdc disconnect
 
 #ifdef __cplusplus
 }
 #endif
 
-#endif // __INC_EXTERNEL_RT_ERROR_CODES_H__
+#endif  // __INC_EXTERNEL_RT_ERROR_CODES_H__

inc/external/acl/ops/acl_cblas.h

@@ -23,17 +23,9 @@
 extern "C" {
 #endif
 
-typedef enum aclTransType {
-    ACL_TRANS_N,
-    ACL_TRANS_T,
-    ACL_TRANS_NZ,
-    ACL_TRANS_NZ_T
-} aclTransType;
+typedef enum aclTransType { ACL_TRANS_N, ACL_TRANS_T, ACL_TRANS_NZ, ACL_TRANS_NZ_T } aclTransType;
 
-typedef enum aclComputeType {
-    ACL_COMPUTE_HIGH_PRECISION,
-    ACL_COMPUTE_LOW_PRECISION
-} aclComputeType;
+typedef enum aclComputeType { ACL_COMPUTE_HIGH_PRECISION, ACL_COMPUTE_LOW_PRECISION } aclComputeType;
 
 /**
  * @ingroup AscendCL
@@ -61,12 +53,11 @@ typedef enum aclComputeType {
  *
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
-*/
-ACL_FUNC_VISIBILITY aclError aclblasGemvEx(aclTransType transA, int m, int n,
-    const void *alpha, const void *a, int lda, aclDataType dataTypeA,
-    const void *x, int incx, aclDataType dataTypeX,
-    const void *beta, void *y, int incy, aclDataType dataTypeY,
-    aclComputeType type, aclrtStream stream);
+ */
+ACL_FUNC_VISIBILITY aclError aclblasGemvEx(aclTransType transA, int m, int n, const void *alpha, const void *a, int lda,
+                                           aclDataType dataTypeA, const void *x, int incx, aclDataType dataTypeX,
+                                           const void *beta, void *y, int incy, aclDataType dataTypeY,
+                                           aclComputeType type, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -83,15 +74,10 @@ ACL_FUNC_VISIBILITY aclError aclblasGemvEx(aclTransType transA, int m, int n,
  *
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
-*/
-ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForGemvEx(aclTransType transA,
-                                                          int m,
-                                                          int n,
-                                                          aclDataType dataTypeA,
-                                                          aclDataType dataTypeX,
-                                                          aclDataType dataTypeY,
-                                                          aclComputeType type,
-                                                          aclopHandle **handle);
+ */
+ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForGemvEx(aclTransType transA, int m, int n, aclDataType dataTypeA,
+                                                          aclDataType dataTypeX, aclDataType dataTypeY,
+                                                          aclComputeType type, aclopHandle **handle);
 
 /**
  * @ingroup AscendCL
@@ -115,18 +101,9 @@ ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForGemvEx(aclTransType transA,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclblasHgemv(aclTransType transA,
-                                          int m,
-                                          int n,
-                                          const aclFloat16 *alpha,
-                                          const aclFloat16 *a,
-                                          int lda,
-                                          const aclFloat16 *x,
-                                          int incx,
-                                          const aclFloat16 *beta,
-                                          aclFloat16 *y,
-                                          int incy,
-                                          aclComputeType type,
+ACL_FUNC_VISIBILITY aclError aclblasHgemv(aclTransType transA, int m, int n, const aclFloat16 *alpha,
+                                          const aclFloat16 *a, int lda, const aclFloat16 *x, int incx,
+                                          const aclFloat16 *beta, aclFloat16 *y, int incy, aclComputeType type,
                                           aclrtStream stream);
 
 /**
@@ -142,10 +119,7 @@ ACL_FUNC_VISIBILITY aclError aclblasHgemv(aclTransType transA,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForHgemv(aclTransType transA,
-                                                         int m,
-                                                         int n,
-                                                         aclComputeType type,
+ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForHgemv(aclTransType transA, int m, int n, aclComputeType type,
                                                          aclopHandle **handle);
 
 /**
@@ -171,19 +145,9 @@ ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForHgemv(aclTransType transA,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclblasS8gemv(aclTransType transA,
-                                           int m,
-                                           int n,
-                                           const int32_t *alpha,
-                                           const int8_t *a,
-                                           int lda,
-                                           const int8_t *x,
-                                           int incx,
-                                           const int32_t *beta,
-                                           int32_t *y,
-                                           int incy,
-                                           aclComputeType type,
-                                           aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError aclblasS8gemv(aclTransType transA, int m, int n, const int32_t *alpha, const int8_t *a,
+                                           int lda, const int8_t *x, int incx, const int32_t *beta, int32_t *y,
+                                           int incy, aclComputeType type, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -198,10 +162,7 @@ ACL_FUNC_VISIBILITY aclError aclblasS8gemv(aclTransType transA,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForS8gemv(aclTransType transA,
-                                                          int m,
-                                                          int n,
-                                                          aclComputeType type,
+ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForS8gemv(aclTransType transA, int m, int n, aclComputeType type,
                                                           aclopHandle **handle);
 
 /**
@@ -233,26 +194,11 @@ ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForS8gemv(aclTransType transA,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclblasGemmEx(aclTransType transA,
-                                           aclTransType transB,
-                                           aclTransType transC,
-                                           int m,
-                                           int n,
-                                           int k,
-                                           const void *alpha,
-                                           const void *matrixA,
-                                           int lda,
-                                           aclDataType dataTypeA,
-                                           const void *matrixB,
-                                           int ldb,
-                                           aclDataType dataTypeB,
-                                           const void *beta,
-                                           void *matrixC,
-                                           int ldc,
-                                           aclDataType dataTypeC,
-                                           aclComputeType type,
-                                           aclrtStream stream);
-
+ACL_FUNC_VISIBILITY aclError aclblasGemmEx(aclTransType transA, aclTransType transB, aclTransType transC, int m, int n,
+                                           int k, const void *alpha, const void *matrixA, int lda,
+                                           aclDataType dataTypeA, const void *matrixB, int ldb, aclDataType dataTypeB,
+                                           const void *beta, void *matrixC, int ldc, aclDataType dataTypeC,
+                                           aclComputeType type, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -274,18 +220,10 @@ ACL_FUNC_VISIBILITY aclError aclblasGemmEx(aclTransType transA,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForGemmEx(aclTransType transA,
-                                                          aclTransType transB,
-                                                          aclTransType transC,
-                                                          int m,
-                                                          int n,
-                                                          int k,
-                                                          aclDataType dataTypeA,
-                                                          aclDataType dataTypeB,
-                                                          aclDataType dataTypeC,
-                                                          aclComputeType type,
-                                                          aclopHandle **handle);
-
+ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForGemmEx(aclTransType transA, aclTransType transB, aclTransType transC,
+                                                          int m, int n, int k, aclDataType dataTypeA,
+                                                          aclDataType dataTypeB, aclDataType dataTypeC,
+                                                          aclComputeType type, aclopHandle **handle);
 
 /**
  * @ingroup AscendCL
@@ -313,22 +251,10 @@ ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForGemmEx(aclTransType transA,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclblasHgemm(aclTransType transA,
-                                          aclTransType transB,
-                                          aclTransType transC,
-                                          int m,
-                                          int n,
-                                          int k,
-                                          const aclFloat16 *alpha,
-                                          const aclFloat16 *matrixA,
-                                          int lda,
-                                          const aclFloat16 *matrixB,
-                                          int ldb,
-                                          const aclFloat16 *beta,
-                                          aclFloat16 *matrixC,
-                                          int ldc,
-                                          aclComputeType type,
-                                          aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError aclblasHgemm(aclTransType transA, aclTransType transB, aclTransType transC, int m, int n,
+                                          int k, const aclFloat16 *alpha, const aclFloat16 *matrixA, int lda,
+                                          const aclFloat16 *matrixB, int ldb, const aclFloat16 *beta,
+                                          aclFloat16 *matrixC, int ldc, aclComputeType type, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -346,13 +272,8 @@ ACL_FUNC_VISIBILITY aclError aclblasHgemm(aclTransType transA,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForHgemm(aclTransType transA,
-                                                         aclTransType transB,
-                                                         aclTransType transC,
-                                                         int m,
-                                                         int n,
-                                                         int k,
-                                                         aclComputeType type,
+ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForHgemm(aclTransType transA, aclTransType transB, aclTransType transC,
+                                                         int m, int n, int k, aclComputeType type,
                                                          aclopHandle **handle);
 
 /**
@@ -381,23 +302,10 @@ ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForHgemm(aclTransType transA,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclblasS8gemm(aclTransType transA,
-                                           aclTransType transB,
-                                           aclTransType transC,
-                                           int m,
-                                           int n,
-                                           int k,
-                                           const int32_t *alpha,
-                                           const int8_t *matrixA,
-                                           int lda,
-                                           const int8_t *matrixB,
-                                           int ldb,
-                                           const int32_t *beta,
-                                           int32_t *matrixC,
-                                           int ldc,
-                                           aclComputeType type,
-                                           aclrtStream stream);
-
+ACL_FUNC_VISIBILITY aclError aclblasS8gemm(aclTransType transA, aclTransType transB, aclTransType transC, int m, int n,
+                                           int k, const int32_t *alpha, const int8_t *matrixA, int lda,
+                                           const int8_t *matrixB, int ldb, const int32_t *beta, int32_t *matrixC,
+                                           int ldc, aclComputeType type, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -415,17 +323,12 @@ ACL_FUNC_VISIBILITY aclError aclblasS8gemm(aclTransType transA,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForS8gemm(aclTransType transA,
-                                                          aclTransType transB,
-                                                          aclTransType transC,
-                                                          int m,
-                                                          int n,
-                                                          int k,
-                                                          aclComputeType type,
+ACL_FUNC_VISIBILITY aclError aclblasCreateHandleForS8gemm(aclTransType transA, aclTransType transB, aclTransType transC,
+                                                          int m, int n, int k, aclComputeType type,
                                                           aclopHandle **handle);
 
 #ifdef __cplusplus
 }
 #endif
 
-#endif // INC_EXTERNAL_ACL_OPS_ACL_CBLAS_H_
+#endif  // INC_EXTERNAL_ACL_OPS_ACL_CBLAS_H_

inc/external/acl/ops/acl_dvpp.h

@@ -53,123 +53,109 @@ typedef void (*aclvencCallback)(acldvppPicDesc *input, acldvppStreamDesc *output
 
 // Supported Pixel Format
 enum acldvppPixelFormat {
-    PIXEL_FORMAT_YUV_400 = 0, // 0
-    PIXEL_FORMAT_YUV_SEMIPLANAR_420 = 1, // 1
-    PIXEL_FORMAT_YVU_SEMIPLANAR_420 = 2, // 2
-    PIXEL_FORMAT_YUV_SEMIPLANAR_422 = 3, // 3
-    PIXEL_FORMAT_YVU_SEMIPLANAR_422 = 4, // 4
-    PIXEL_FORMAT_YUV_SEMIPLANAR_444 = 5, // 5
-    PIXEL_FORMAT_YVU_SEMIPLANAR_444 = 6, // 6
-    PIXEL_FORMAT_YUYV_PACKED_422 = 7, // 7
-    PIXEL_FORMAT_UYVY_PACKED_422 = 8, // 8
-    PIXEL_FORMAT_YVYU_PACKED_422 = 9, // 9
-    PIXEL_FORMAT_VYUY_PACKED_422 = 10, // 10
-    PIXEL_FORMAT_YUV_PACKED_444 = 11, // 11
-    PIXEL_FORMAT_RGB_888 = 12, // 12
-    PIXEL_FORMAT_BGR_888 = 13, // 13
-    PIXEL_FORMAT_ARGB_8888 = 14, // 14
-    PIXEL_FORMAT_ABGR_8888 = 15, // 15
-    PIXEL_FORMAT_RGBA_8888 = 16, // 16
-    PIXEL_FORMAT_BGRA_8888 = 17, // 17
-    PIXEL_FORMAT_YUV_SEMI_PLANNER_420_10BIT = 18, // 18
-    PIXEL_FORMAT_YVU_SEMI_PLANNER_420_10BIT = 19, // 19
-    PIXEL_FORMAT_YVU_PLANAR_420 = 20, // 20
-    PIXEL_FORMAT_YVU_PLANAR_422,
-    PIXEL_FORMAT_YVU_PLANAR_444,
-    PIXEL_FORMAT_RGB_444 = 23,
-    PIXEL_FORMAT_BGR_444,
-    PIXEL_FORMAT_ARGB_4444,
-    PIXEL_FORMAT_ABGR_4444,
-    PIXEL_FORMAT_RGBA_4444,
-    PIXEL_FORMAT_BGRA_4444,
-    PIXEL_FORMAT_RGB_555,
-    PIXEL_FORMAT_BGR_555,
-    PIXEL_FORMAT_RGB_565,
-    PIXEL_FORMAT_BGR_565,
-    PIXEL_FORMAT_ARGB_1555,
-    PIXEL_FORMAT_ABGR_1555,
-    PIXEL_FORMAT_RGBA_1555,
-    PIXEL_FORMAT_BGRA_1555,
-    PIXEL_FORMAT_ARGB_8565,
-    PIXEL_FORMAT_ABGR_8565,
-    PIXEL_FORMAT_RGBA_8565,
-    PIXEL_FORMAT_BGRA_8565,
-    PIXEL_FORMAT_RGB_BAYER_8BPP = 50,
-    PIXEL_FORMAT_RGB_BAYER_10BPP,
-    PIXEL_FORMAT_RGB_BAYER_12BPP,
-    PIXEL_FORMAT_RGB_BAYER_14BPP,
-    PIXEL_FORMAT_RGB_BAYER_16BPP,
-    PIXEL_FORMAT_BGR_888_PLANAR = 70,
-    PIXEL_FORMAT_HSV_888_PACKAGE,
-    PIXEL_FORMAT_HSV_888_PLANAR,
-    PIXEL_FORMAT_LAB_888_PACKAGE,
-    PIXEL_FORMAT_LAB_888_PLANAR,
-    PIXEL_FORMAT_S8C1,
-    PIXEL_FORMAT_S8C2_PACKAGE,
-    PIXEL_FORMAT_S8C2_PLANAR,
-    PIXEL_FORMAT_S16C1,
-    PIXEL_FORMAT_U8C1,
-    PIXEL_FORMAT_U16C1,
-    PIXEL_FORMAT_S32C1,
-    PIXEL_FORMAT_U32C1,
-    PIXEL_FORMAT_U64C1,
-    PIXEL_FORMAT_S64C1,
-    PIXEL_FORMAT_YUV_SEMIPLANAR_440 = 1000,
-    PIXEL_FORMAT_YVU_SEMIPLANAR_440,
-    PIXEL_FORMAT_FLOAT32,
-    PIXEL_FORMAT_BUTT,
-    PIXEL_FORMAT_UNKNOWN = 10000
+  PIXEL_FORMAT_YUV_400 = 0,                      // 0
+  PIXEL_FORMAT_YUV_SEMIPLANAR_420 = 1,           // 1
+  PIXEL_FORMAT_YVU_SEMIPLANAR_420 = 2,           // 2
+  PIXEL_FORMAT_YUV_SEMIPLANAR_422 = 3,           // 3
+  PIXEL_FORMAT_YVU_SEMIPLANAR_422 = 4,           // 4
+  PIXEL_FORMAT_YUV_SEMIPLANAR_444 = 5,           // 5
+  PIXEL_FORMAT_YVU_SEMIPLANAR_444 = 6,           // 6
+  PIXEL_FORMAT_YUYV_PACKED_422 = 7,              // 7
+  PIXEL_FORMAT_UYVY_PACKED_422 = 8,              // 8
+  PIXEL_FORMAT_YVYU_PACKED_422 = 9,              // 9
+  PIXEL_FORMAT_VYUY_PACKED_422 = 10,             // 10
+  PIXEL_FORMAT_YUV_PACKED_444 = 11,              // 11
+  PIXEL_FORMAT_RGB_888 = 12,                     // 12
+  PIXEL_FORMAT_BGR_888 = 13,                     // 13
+  PIXEL_FORMAT_ARGB_8888 = 14,                   // 14
+  PIXEL_FORMAT_ABGR_8888 = 15,                   // 15
+  PIXEL_FORMAT_RGBA_8888 = 16,                   // 16
+  PIXEL_FORMAT_BGRA_8888 = 17,                   // 17
+  PIXEL_FORMAT_YUV_SEMI_PLANNER_420_10BIT = 18,  // 18
+  PIXEL_FORMAT_YVU_SEMI_PLANNER_420_10BIT = 19,  // 19
+  PIXEL_FORMAT_YVU_PLANAR_420 = 20,              // 20
+  PIXEL_FORMAT_YVU_PLANAR_422,
+  PIXEL_FORMAT_YVU_PLANAR_444,
+  PIXEL_FORMAT_RGB_444 = 23,
+  PIXEL_FORMAT_BGR_444,
+  PIXEL_FORMAT_ARGB_4444,
+  PIXEL_FORMAT_ABGR_4444,
+  PIXEL_FORMAT_RGBA_4444,
+  PIXEL_FORMAT_BGRA_4444,
+  PIXEL_FORMAT_RGB_555,
+  PIXEL_FORMAT_BGR_555,
+  PIXEL_FORMAT_RGB_565,
+  PIXEL_FORMAT_BGR_565,
+  PIXEL_FORMAT_ARGB_1555,
+  PIXEL_FORMAT_ABGR_1555,
+  PIXEL_FORMAT_RGBA_1555,
+  PIXEL_FORMAT_BGRA_1555,
+  PIXEL_FORMAT_ARGB_8565,
+  PIXEL_FORMAT_ABGR_8565,
+  PIXEL_FORMAT_RGBA_8565,
+  PIXEL_FORMAT_BGRA_8565,
+  PIXEL_FORMAT_RGB_BAYER_8BPP = 50,
+  PIXEL_FORMAT_RGB_BAYER_10BPP,
+  PIXEL_FORMAT_RGB_BAYER_12BPP,
+  PIXEL_FORMAT_RGB_BAYER_14BPP,
+  PIXEL_FORMAT_RGB_BAYER_16BPP,
+  PIXEL_FORMAT_BGR_888_PLANAR = 70,
+  PIXEL_FORMAT_HSV_888_PACKAGE,
+  PIXEL_FORMAT_HSV_888_PLANAR,
+  PIXEL_FORMAT_LAB_888_PACKAGE,
+  PIXEL_FORMAT_LAB_888_PLANAR,
+  PIXEL_FORMAT_S8C1,
+  PIXEL_FORMAT_S8C2_PACKAGE,
+  PIXEL_FORMAT_S8C2_PLANAR,
+  PIXEL_FORMAT_S16C1,
+  PIXEL_FORMAT_U8C1,
+  PIXEL_FORMAT_U16C1,
+  PIXEL_FORMAT_S32C1,
+  PIXEL_FORMAT_U32C1,
+  PIXEL_FORMAT_U64C1,
+  PIXEL_FORMAT_S64C1,
+  PIXEL_FORMAT_YUV_SEMIPLANAR_440 = 1000,
+  PIXEL_FORMAT_YVU_SEMIPLANAR_440,
+  PIXEL_FORMAT_FLOAT32,
+  PIXEL_FORMAT_BUTT,
+  PIXEL_FORMAT_UNKNOWN = 10000
 };
 
 // Stream Format
-enum acldvppStreamFormat {
-    H265_MAIN_LEVEL = 0,
-    H264_BASELINE_LEVEL,
-    H264_MAIN_LEVEL,
-    H264_HIGH_LEVEL
-};
+enum acldvppStreamFormat { H265_MAIN_LEVEL = 0, H264_BASELINE_LEVEL, H264_MAIN_LEVEL, H264_HIGH_LEVEL };
 
 // Supported Channel Mode
-enum acldvppChannelMode {
-    DVPP_CHNMODE_VPC = 1,
-    DVPP_CHNMODE_JPEGD = 2,
-    DVPP_CHNMODE_JPEGE = 4
-};
+enum acldvppChannelMode { DVPP_CHNMODE_VPC = 1, DVPP_CHNMODE_JPEGD = 2, DVPP_CHNMODE_JPEGE = 4 };
 
 // Supported Border Type
-enum acldvppBorderType {
-    BORDER_CONSTANT = 0,
-    BORDER_REPLICATE,
-    BORDER_REFLECT,
-    BORDER_REFLECT_101
-};
+enum acldvppBorderType { BORDER_CONSTANT = 0, BORDER_REPLICATE, BORDER_REFLECT, BORDER_REFLECT_101 };
 
 // Venc parameter type
 enum aclvencChannelDescParamType {
-    ACL_VENC_THREAD_ID_UINT64 = 0,
-    ACL_VENC_CALLBACK_PTR,
-    ACL_VENC_PIXEL_FORMAT_UINT32,
-    ACL_VENC_ENCODE_TYPE_UINT32,
-    ACL_VENC_PIC_WIDTH_UINT32,
-    ACL_VENC_PIC_HEIGHT_UINT32,
-    ACL_VENC_KEY_FRAME_INTERVAL_UINT32,
-    ACL_VENC_BUF_ADDR_PTR,
-    ACL_VENC_BUF_SIZE_UINT32,
-    ACL_VENC_RC_MODE_UINT32,
-    ACL_VENC_SRC_RATE_UINT32,
-    ACL_VENC_MAX_BITRATE_UINT32,
-    ACL_VENC_MAX_IP_PROP_UINT32
+  ACL_VENC_THREAD_ID_UINT64 = 0,
+  ACL_VENC_CALLBACK_PTR,
+  ACL_VENC_PIXEL_FORMAT_UINT32,
+  ACL_VENC_ENCODE_TYPE_UINT32,
+  ACL_VENC_PIC_WIDTH_UINT32,
+  ACL_VENC_PIC_HEIGHT_UINT32,
+  ACL_VENC_KEY_FRAME_INTERVAL_UINT32,
+  ACL_VENC_BUF_ADDR_PTR,
+  ACL_VENC_BUF_SIZE_UINT32,
+  ACL_VENC_RC_MODE_UINT32,
+  ACL_VENC_SRC_RATE_UINT32,
+  ACL_VENC_MAX_BITRATE_UINT32,
+  ACL_VENC_MAX_IP_PROP_UINT32
 };
 
 // Jpeg picture format
 enum acldvppJpegFormat {
-    ACL_JPEG_CSS_444 = 0,
-    ACL_JPEG_CSS_422,
-    ACL_JPEG_CSS_420,
-    ACL_JPEG_CSS_GRAY,
-    ACL_JPEG_CSS_440,
-    ACL_JPEG_CSS_411,
-    ACL_JPEG_CSS_UNKNOWN = 1000
+  ACL_JPEG_CSS_444 = 0,
+  ACL_JPEG_CSS_422,
+  ACL_JPEG_CSS_420,
+  ACL_JPEG_CSS_GRAY,
+  ACL_JPEG_CSS_440,
+  ACL_JPEG_CSS_411,
+  ACL_JPEG_CSS_UNKNOWN = 1000
 };
 
 /**
@@ -523,9 +509,7 @@ ACL_FUNC_VISIBILITY uint32_t acldvppGetPicDescRetCode(const acldvppPicDesc *picD
  * @retval null for failed.
  * @retval other success
  */
-ACL_FUNC_VISIBILITY acldvppRoiConfig *acldvppCreateRoiConfig(uint32_t left,
-                                                             uint32_t right,
-                                                             uint32_t top,
+ACL_FUNC_VISIBILITY acldvppRoiConfig *acldvppCreateRoiConfig(uint32_t left, uint32_t right, uint32_t top,
                                                              uint32_t bottom);
 
 /**
@@ -604,10 +588,7 @@ ACL_FUNC_VISIBILITY aclError acldvppSetRoiConfigBottom(acldvppRoiConfig *config,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError acldvppSetRoiConfig(acldvppRoiConfig *config,
-                                                 uint32_t left,
-                                                 uint32_t right,
-                                                 uint32_t top,
+ACL_FUNC_VISIBILITY aclError acldvppSetRoiConfig(acldvppRoiConfig *config, uint32_t left, uint32_t right, uint32_t top,
                                                  uint32_t bottom);
 
 /**
@@ -1096,7 +1077,8 @@ ACL_FUNC_VISIBILITY aclError aclvencSetChannelDescMaxBitRate(aclvencChannelDesc
  * @retval ACL_SUCCESS for success, other for failure
  */
 ACL_FUNC_VISIBILITY aclError aclvencSetChannelDescParam(aclvencChannelDesc *channelDesc,
-    aclvencChannelDescParamType paramType, size_t length, const void *param);
+                                                        aclvencChannelDescParamType paramType, size_t length,
+                                                        const void *param);
 
 /**
  * @ingroup AscendCL
@@ -1245,7 +1227,8 @@ ACL_FUNC_VISIBILITY uint32_t aclvencGetChannelDescMaxBitRate(const aclvencChanne
  * @retval ACL_SUCCESS for success, other for failure
  */
 ACL_FUNC_VISIBILITY aclError aclvencGetChannelDescParam(const aclvencChannelDesc *channelDesc,
-    aclvencChannelDescParamType paramType, size_t length, size_t *paramRetSize, void *param);
+                                                        aclvencChannelDescParamType paramType, size_t length,
+                                                        size_t *paramRetSize, void *param);
 
 /**
  * @ingroup AscendCL
@@ -1545,10 +1528,7 @@ ACL_FUNC_VISIBILITY aclError aclvdecDestroyFrameConfig(aclvdecFrameConfig *vdecF
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError acldvppJpegGetImageInfo(const void *data,
-                                                     uint32_t size,
-                                                     uint32_t *width,
-                                                     uint32_t *height,
+ACL_FUNC_VISIBILITY aclError acldvppJpegGetImageInfo(const void *data, uint32_t size, uint32_t *width, uint32_t *height,
                                                      int32_t *components);
 
 /**
@@ -1565,11 +1545,8 @@ ACL_FUNC_VISIBILITY aclError acldvppJpegGetImageInfo(const void *data,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError acldvppJpegGetImageInfoV2(const void *data,
-                                                       uint32_t size,
-                                                       uint32_t *width,
-                                                       uint32_t *height,
-                                                       int32_t *components,
+ACL_FUNC_VISIBILITY aclError acldvppJpegGetImageInfoV2(const void *data, uint32_t size, uint32_t *width,
+                                                       uint32_t *height, int32_t *components,
                                                        acldvppJpegFormat *format);
 
 /**
@@ -1584,8 +1561,7 @@ ACL_FUNC_VISIBILITY aclError acldvppJpegGetImageInfoV2(const void *data,
  * @retval OtherValues Failure
  */
 ACL_FUNC_VISIBILITY aclError acldvppJpegPredictEncSize(const acldvppPicDesc *inputDesc,
-                                                       const acldvppJpegeConfig *config,
-                                                       uint32_t *size);
+                                                       const acldvppJpegeConfig *config, uint32_t *size);
 
 /**
  * @ingroup AscendCL
@@ -1599,10 +1575,8 @@ ACL_FUNC_VISIBILITY aclError acldvppJpegPredictEncSize(const acldvppPicDesc *inp
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError acldvppJpegPredictDecSize(const void *data,
-                                                       uint32_t dataSize,
-                                                       acldvppPixelFormat outputPixelFormat,
-                                                       uint32_t *decSize);
+ACL_FUNC_VISIBILITY aclError acldvppJpegPredictDecSize(const void *data, uint32_t dataSize,
+                                                       acldvppPixelFormat outputPixelFormat, uint32_t *decSize);
 
 /**
  * @ingroup AscendCL
@@ -1617,11 +1591,8 @@ ACL_FUNC_VISIBILITY aclError acldvppJpegPredictDecSize(const void *data,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError acldvppPngGetImageInfo(const void *data,
-                                                    uint32_t dataSize,
-                                                    uint32_t *width,
-                                                    uint32_t *height,
-                                                    int32_t *components);
+ACL_FUNC_VISIBILITY aclError acldvppPngGetImageInfo(const void *data, uint32_t dataSize, uint32_t *width,
+                                                    uint32_t *height, int32_t *components);
 
 /**
  * @ingroup AscendCL
@@ -1635,10 +1606,8 @@ ACL_FUNC_VISIBILITY aclError acldvppPngGetImageInfo(const void *data,
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError acldvppPngPredictDecSize(const void *data,
-                                                      uint32_t dataSize,
-                                                      acldvppPixelFormat outputPixelFormat,
-                                                      uint32_t *decSize);
+ACL_FUNC_VISIBILITY aclError acldvppPngPredictDecSize(const void *data, uint32_t dataSize,
+                                                      acldvppPixelFormat outputPixelFormat, uint32_t *decSize);
 
 /**
  * @ingroup AscendCL
@@ -1702,10 +1671,8 @@ ACL_FUNC_VISIBILITY aclError acldvppDestroyChannel(acldvppChannelDesc *channelDe
  * @see acldvppCreateChannel | acldvppCreatePicDesc
  * | acldvppCreateResizeConfig
  */
-ACL_FUNC_VISIBILITY aclError acldvppVpcResizeAsync(acldvppChannelDesc *channelDesc,
-                                                   acldvppPicDesc *inputDesc,
-                                                   acldvppPicDesc *outputDesc,
-                                                   acldvppResizeConfig *resizeConfig,
+ACL_FUNC_VISIBILITY aclError acldvppVpcResizeAsync(acldvppChannelDesc *channelDesc, acldvppPicDesc *inputDesc,
+                                                   acldvppPicDesc *outputDesc, acldvppResizeConfig *resizeConfig,
                                                    aclrtStream stream);
 
 /**
@@ -1741,10 +1708,8 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcResizeAsync(acldvppChannelDesc *channelDe
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError acldvppVpcCropAsync(acldvppChannelDesc *channelDesc,
-                                                 acldvppPicDesc *inputDesc,
-                                                 acldvppPicDesc *outputDesc,
-                                                 acldvppRoiConfig *cropArea,
+ACL_FUNC_VISIBILITY aclError acldvppVpcCropAsync(acldvppChannelDesc *channelDesc, acldvppPicDesc *inputDesc,
+                                                 acldvppPicDesc *outputDesc, acldvppRoiConfig *cropArea,
                                                  aclrtStream stream);
 
 /**
@@ -1781,13 +1746,9 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcCropAsync(acldvppChannelDesc *channelDesc
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError acldvppVpcCropResizeAsync(acldvppChannelDesc *channelDesc,
-                                                       acldvppPicDesc *inputDesc,
-                                                       acldvppPicDesc *outputDesc,
-                                                       acldvppRoiConfig *cropArea,
-                                                       acldvppResizeConfig *resizeConfig,
-                                                       aclrtStream stream);
-
+ACL_FUNC_VISIBILITY aclError acldvppVpcCropResizeAsync(acldvppChannelDesc *channelDesc, acldvppPicDesc *inputDesc,
+                                                       acldvppPicDesc *outputDesc, acldvppRoiConfig *cropArea,
+                                                       acldvppResizeConfig *resizeConfig, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -1811,12 +1772,9 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcCropResizeAsync(acldvppChannelDesc *chann
  * @see acldvppCreateChannel | acldvppCreateBatchPicDesc | acldvppCreateRoiConfig
  */
 ACL_FUNC_VISIBILITY aclError acldvppVpcBatchCropAsync(acldvppChannelDesc *channelDesc,
-                                                      acldvppBatchPicDesc *srcBatchPicDescs,
-                                                      uint32_t *roiNums,
-                                                      uint32_t size,
-                                                      acldvppBatchPicDesc *dstBatchPicDescs,
-                                                      acldvppRoiConfig *cropAreas[],
-                                                      aclrtStream stream);
+                                                      acldvppBatchPicDesc *srcBatchPicDescs, uint32_t *roiNums,
+                                                      uint32_t size, acldvppBatchPicDesc *dstBatchPicDescs,
+                                                      acldvppRoiConfig *cropAreas[], aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -1841,13 +1799,10 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcBatchCropAsync(acldvppChannelDesc *channe
  * @see acldvppCreateChannel | acldvppCreateBatchPicDesc | acldvppCreateRoiConfig | acldvppCreateDvppConfig
  */
 ACL_FUNC_VISIBILITY aclError acldvppVpcBatchCropResizeAsync(acldvppChannelDesc *channelDesc,
-                                                            acldvppBatchPicDesc *srcBatchPicDescs,
-                                                            uint32_t *roiNums,
-                                                            uint32_t size,
-                                                            acldvppBatchPicDesc *dstBatchPicDescs,
+                                                            acldvppBatchPicDesc *srcBatchPicDescs, uint32_t *roiNums,
+                                                            uint32_t size, acldvppBatchPicDesc *dstBatchPicDescs,
                                                             acldvppRoiConfig *cropAreas[],
-                                                            acldvppResizeConfig *resizeConfig,
-                                                            aclrtStream stream);
+                                                            acldvppResizeConfig *resizeConfig, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -1870,12 +1825,9 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcBatchCropResizeAsync(acldvppChannelDesc *
  *
  * @see acldvppCreateChannel | acldvppCreatePicDesc | acldvppCreateRoiConfig
  */
-ACL_FUNC_VISIBILITY aclError acldvppVpcCropAndPasteAsync(acldvppChannelDesc *channelDesc,
-                                                         acldvppPicDesc *inputDesc,
-                                                         acldvppPicDesc *outputDesc,
-                                                         acldvppRoiConfig *cropArea,
-                                                         acldvppRoiConfig *pasteArea,
-                                                         aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError acldvppVpcCropAndPasteAsync(acldvppChannelDesc *channelDesc, acldvppPicDesc *inputDesc,
+                                                         acldvppPicDesc *outputDesc, acldvppRoiConfig *cropArea,
+                                                         acldvppRoiConfig *pasteArea, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -1899,13 +1851,10 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcCropAndPasteAsync(acldvppChannelDesc *cha
  *
  * @see acldvppCreateChannel | acldvppCreatePicDesc | acldvppCreateRoiConfig | acldvppCreateResizeConfig
  */
-ACL_FUNC_VISIBILITY aclError acldvppVpcCropResizePasteAsync(acldvppChannelDesc *channelDesc,
-                                                            acldvppPicDesc *inputDesc,
-                                                            acldvppPicDesc *outputDesc,
-                                                            acldvppRoiConfig *cropArea,
+ACL_FUNC_VISIBILITY aclError acldvppVpcCropResizePasteAsync(acldvppChannelDesc *channelDesc, acldvppPicDesc *inputDesc,
+                                                            acldvppPicDesc *outputDesc, acldvppRoiConfig *cropArea,
                                                             acldvppRoiConfig *pasteArea,
-                                                            acldvppResizeConfig *resizeConfig,
-                                                            aclrtStream stream);
+                                                            acldvppResizeConfig *resizeConfig, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -1930,14 +1879,11 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcCropResizePasteAsync(acldvppChannelDesc *
  *
  * @see acldvppCreateChannel | acldvppCreateBatchPicDesc | acldvppCreateRoiConfig
  */
- ACL_FUNC_VISIBILITY aclError acldvppVpcBatchCropAndPasteAsync(acldvppChannelDesc *channelDesc,
-                                                               acldvppBatchPicDesc *srcBatchPicDescs,
-                                                               uint32_t *roiNums,
-                                                               uint32_t size,
-                                                               acldvppBatchPicDesc *dstBatchPicDescs,
-                                                               acldvppRoiConfig *cropAreas[],
-                                                               acldvppRoiConfig *pasteAreas[],
-                                                               aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError acldvppVpcBatchCropAndPasteAsync(acldvppChannelDesc *channelDesc,
+                                                              acldvppBatchPicDesc *srcBatchPicDescs, uint32_t *roiNums,
+                                                              uint32_t size, acldvppBatchPicDesc *dstBatchPicDescs,
+                                                              acldvppRoiConfig *cropAreas[],
+                                                              acldvppRoiConfig *pasteAreas[], aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -1963,16 +1909,10 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcCropResizePasteAsync(acldvppChannelDesc *
  *
  * @see acldvppCreateChannel | acldvppCreateBatchPicDesc | acldvppCreateRoiConfig | acldvppCreateResizeConfig
  */
-ACL_FUNC_VISIBILITY aclError acldvppVpcBatchCropResizePasteAsync(acldvppChannelDesc *channelDesc,
-                                                                 acldvppBatchPicDesc *srcBatchPicDescs,
-                                                                 uint32_t *roiNums,
-                                                                 uint32_t size,
-                                                                 acldvppBatchPicDesc *dstBatchPicDescs,
-                                                                 acldvppRoiConfig *cropAreas[],
-                                                                 acldvppRoiConfig *pasteAreas[],
-                                                                 acldvppResizeConfig *resizeConfig,
-                                                                 aclrtStream stream);
-
+ACL_FUNC_VISIBILITY aclError acldvppVpcBatchCropResizePasteAsync(
+  acldvppChannelDesc *channelDesc, acldvppBatchPicDesc *srcBatchPicDescs, uint32_t *roiNums, uint32_t size,
+  acldvppBatchPicDesc *dstBatchPicDescs, acldvppRoiConfig *cropAreas[], acldvppRoiConfig *pasteAreas[],
+  acldvppResizeConfig *resizeConfig, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -2000,11 +1940,8 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcBatchCropResizePasteAsync(acldvppChannelD
  *
  * @see acldvppCreateChannel | acldvppCreatePicDesc
  */
-ACL_FUNC_VISIBILITY aclError acldvppJpegDecodeAsync(acldvppChannelDesc *channelDesc,
-                                                    const void *data,
-                                                    uint32_t size,
-                                                    acldvppPicDesc *outputDesc,
-                                                    aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError acldvppJpegDecodeAsync(acldvppChannelDesc *channelDesc, const void *data, uint32_t size,
+                                                    acldvppPicDesc *outputDesc, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -2022,11 +1959,8 @@ ACL_FUNC_VISIBILITY aclError acldvppJpegDecodeAsync(acldvppChannelDesc *channelD
  *
  * @see acldvppCreateChannel | acldvppCreateJpegeConfig
  */
-ACL_FUNC_VISIBILITY aclError acldvppJpegEncodeAsync(acldvppChannelDesc *channelDesc,
-                                                    acldvppPicDesc *inputDesc,
-                                                    const void *data,
-                                                    uint32_t *size,
-                                                    acldvppJpegeConfig *config,
+ACL_FUNC_VISIBILITY aclError acldvppJpegEncodeAsync(acldvppChannelDesc *channelDesc, acldvppPicDesc *inputDesc,
+                                                    const void *data, uint32_t *size, acldvppJpegeConfig *config,
                                                     aclrtStream stream);
 
 /**
@@ -2044,11 +1978,8 @@ ACL_FUNC_VISIBILITY aclError acldvppJpegEncodeAsync(acldvppChannelDesc *channelD
  *
  * @see acldvppCreateChannel | acldvppCreatePicDesc
  */
-ACL_FUNC_VISIBILITY aclError acldvppPngDecodeAsync(acldvppChannelDesc *channelDesc,
-                                                   const void *data,
-                                                   uint32_t size,
-                                                   acldvppPicDesc *outputDesc,
-                                                   aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError acldvppPngDecodeAsync(acldvppChannelDesc *channelDesc, const void *data, uint32_t size,
+                                                   acldvppPicDesc *outputDesc, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -2103,11 +2034,8 @@ ACL_FUNC_VISIBILITY aclError aclvdecDestroyChannel(aclvdecChannelDesc *channelDe
  *
  * @see aclvdecCreateChannel | acldvppCreateStreamDesc | acldvppCreatePicDesc
  */
-ACL_FUNC_VISIBILITY aclError aclvdecSendFrame(aclvdecChannelDesc *channelDesc,
-                                              acldvppStreamDesc *input,
-                                              acldvppPicDesc *output,
-                                              aclvdecFrameConfig *config,
-                                              void *userData);
+ACL_FUNC_VISIBILITY aclError aclvdecSendFrame(aclvdecChannelDesc *channelDesc, acldvppStreamDesc *input,
+                                              acldvppPicDesc *output, aclvdecFrameConfig *config, void *userData);
 
 /**
  * @ingroup AscendCL
@@ -2126,10 +2054,8 @@ ACL_FUNC_VISIBILITY aclError aclvdecSendFrame(aclvdecChannelDesc *channelDesc,
  *
  * @see aclvdecCreateChannel | acldvppCreateStreamDesc | acldvppCreatePicDesc | aclvdecSendFrame
  */
-ACL_FUNC_VISIBILITY aclError aclvdecSendSkippedFrame(aclvdecChannelDesc *channelDesc,
-                                                     acldvppStreamDesc *input,
-                                                     aclvdecFrameConfig *config,
-                                                     void *userData);
+ACL_FUNC_VISIBILITY aclError aclvdecSendSkippedFrame(aclvdecChannelDesc *channelDesc, acldvppStreamDesc *input,
+                                                     aclvdecFrameConfig *config, void *userData);
 
 /**
  * @ingroup AscendCL
@@ -2150,10 +2076,8 @@ ACL_FUNC_VISIBILITY aclError aclvdecSendSkippedFrame(aclvdecChannelDesc *channel
  *
  * @see acldvppCreateChannel | acldvppCreatePicDesc
  */
-ACL_FUNC_VISIBILITY aclError acldvppVpcConvertColorAsync(acldvppChannelDesc *channelDesc,
-                                                         acldvppPicDesc *inputDesc,
-                                                         acldvppPicDesc *outputDesc,
-                                                         aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError acldvppVpcConvertColorAsync(acldvppChannelDesc *channelDesc, acldvppPicDesc *inputDesc,
+                                                         acldvppPicDesc *outputDesc, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -2175,11 +2099,8 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcConvertColorAsync(acldvppChannelDesc *cha
  *
  * @see acldvppCreateChannel | acldvppCreatePicDesc
  */
-ACL_FUNC_VISIBILITY aclError acldvppVpcPyrDownAsync(acldvppChannelDesc *channelDesc,
-                                                    acldvppPicDesc *inputDesc,
-                                                    acldvppPicDesc *outputDesc,
-                                                    void *reserve,
-                                                    aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError acldvppVpcPyrDownAsync(acldvppChannelDesc *channelDesc, acldvppPicDesc *inputDesc,
+                                                    acldvppPicDesc *outputDesc, void *reserve, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -2191,8 +2112,7 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcPyrDownAsync(acldvppChannelDesc *channelD
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError acldvppSetChannelDescMode(acldvppChannelDesc *channelDesc,
-                                                       uint32_t mode);
+ACL_FUNC_VISIBILITY aclError acldvppSetChannelDescMode(acldvppChannelDesc *channelDesc, uint32_t mode);
 
 /**
  * @ingroup AscendCL
@@ -2227,8 +2147,7 @@ ACL_FUNC_VISIBILITY uint32_t acldvppGetResizeConfigInterpolation(const acldvppRe
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError aclvdecSetChannelDescOutMode(aclvdecChannelDesc *channelDesc,
-                                                          uint32_t outMode);
+ACL_FUNC_VISIBILITY aclError aclvdecSetChannelDescOutMode(aclvdecChannelDesc *channelDesc, uint32_t outMode);
 
 /**
  * @ingroup AscendCL
@@ -2325,9 +2244,7 @@ ACL_FUNC_VISIBILITY uint32_t acldvppGetLutMapDims(const acldvppLutMap *lutMap);
  * @retval ACL_SUCCESS The function is successfully executed.
  * @retval OtherValues Failure
  */
-ACL_FUNC_VISIBILITY aclError acldvppGetLutMapData(const acldvppLutMap *lutMap,
-                                                  uint32_t dim,
-                                                  uint8_t **data,
+ACL_FUNC_VISIBILITY aclError acldvppGetLutMapData(const acldvppLutMap *lutMap, uint32_t dim, uint8_t **data,
                                                   uint32_t *len);
 /**
  * @ingroup AscendCL
@@ -2345,10 +2262,8 @@ ACL_FUNC_VISIBILITY aclError acldvppGetLutMapData(const acldvppLutMap *lutMap,
  * @see acldvppCreateChannel|acldvppCreatePicDesc|acldvppCreateLutMap
  */
 ACL_FUNC_VISIBILITY aclError acldvppVpcEqualizeHistAsync(const acldvppChannelDesc *channelDesc,
-                                                         const acldvppPicDesc *inputDesc,
-                                                         acldvppPicDesc *outputDesc,
-                                                         const acldvppLutMap *lutMap,
-                                                         aclrtStream stream);
+                                                         const acldvppPicDesc *inputDesc, acldvppPicDesc *outputDesc,
+                                                         const acldvppLutMap *lutMap, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -2369,8 +2284,7 @@ ACL_FUNC_VISIBILITY acldvppBorderConfig *acldvppCreateBorderConfig();
  *
  * @retval ACL_SUCCESS for success, other for failure
  */
-ACL_FUNC_VISIBILITY aclError acldvppSetBorderConfigValue(acldvppBorderConfig *borderConfig,
-                                                         uint32_t index,
+ACL_FUNC_VISIBILITY aclError acldvppSetBorderConfigValue(acldvppBorderConfig *borderConfig, uint32_t index,
                                                          double value);
 
 /**
@@ -2515,10 +2429,8 @@ ACL_FUNC_VISIBILITY aclError acldvppDestroyBorderConfig(acldvppBorderConfig *bor
  * @see acldvppCreateChannel|acldvppCreatePicDesc|acldvppCreateBorderConfig
  */
 ACL_FUNC_VISIBILITY aclError acldvppVpcMakeBorderAsync(const acldvppChannelDesc *channelDesc,
-                                                       const acldvppPicDesc *inputDesc,
-                                                       acldvppPicDesc *outputDesc,
-                                                       const acldvppBorderConfig *borderConfig,
-                                                       aclrtStream stream);
+                                                       const acldvppPicDesc *inputDesc, acldvppPicDesc *outputDesc,
+                                                       const acldvppBorderConfig *borderConfig, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -2535,11 +2447,8 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcMakeBorderAsync(const acldvppChannelDesc
  *
  * @see acldvppCreateChannel | acldvppCreatePicDesc | acldvppCreateHist
  */
-ACL_FUNC_VISIBILITY aclError acldvppVpcCalcHistAsync(acldvppChannelDesc *channelDesc,
-                                                     acldvppPicDesc *srcPicDesc,
-                                                     acldvppHist *hist,
-                                                     void *reserve,
-                                                     aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError acldvppVpcCalcHistAsync(acldvppChannelDesc *channelDesc, acldvppPicDesc *srcPicDesc,
+                                                     acldvppHist *hist, void *reserve, aclrtStream stream);
 
 /**
  * @ingroup AscendCL
@@ -2548,7 +2457,7 @@ ACL_FUNC_VISIBILITY aclError acldvppVpcCalcHistAsync(acldvppChannelDesc *channel
  * @retval null for failed.
  * @retval OtherValues success.
  */
-ACL_FUNC_VISIBILITY acldvppHist* acldvppCreateHist();
+ACL_FUNC_VISIBILITY acldvppHist *acldvppCreateHist();
 
 /**
  * @ingroup AscendCL
@@ -2605,7 +2514,7 @@ ACL_FUNC_VISIBILITY aclError acldvppGetHistData(acldvppHist *hist, uint32_t dim,
  *
  * @see acldvppCreateHist | acldvppVpcCalcHistAsync
  */
-ACL_FUNC_VISIBILITY uint32_t acldvppGetHistRetCode(acldvppHist* hist);
+ACL_FUNC_VISIBILITY uint32_t acldvppGetHistRetCode(acldvppHist *hist);
 
 /**
  * @ingroup AscendCL
@@ -2624,7 +2533,6 @@ ACL_FUNC_VISIBILITY uint32_t acldvppGetHistRetCode(acldvppHist* hist);
  */
 ACL_FUNC_VISIBILITY aclError acldvppClearHist(acldvppHist *hist);
 
-
 /**
  * @ingroup AscendCL
  * @brief dvpp vpc batch crop, resize config and make border.
@@ -2648,18 +2556,13 @@ ACL_FUNC_VISIBILITY aclError acldvppClearHist(acldvppHist *hist);
  *
  * @see acldvppCreateChannel | acldvppCreateBatchPicDesc | acldvppCreateRoiConfig | acldvppCreateResizeConfig
  */
-ACL_FUNC_VISIBILITY aclError acldvppVpcBatchCropResizeMakeBorderAsync(acldvppChannelDesc *channelDesc,
-                                                                      acldvppBatchPicDesc *srcBatchPicDescs,
-                                                                      uint32_t *roiNums,
-                                                                      uint32_t size,
-                                                                      acldvppBatchPicDesc *dstBatchPicDescs,
-                                                                      acldvppRoiConfig *cropAreas[],
-                                                                      acldvppBorderConfig *borderCfgs[],
-                                                                      acldvppResizeConfig *resizeConfig,
-                                                                      aclrtStream stream);
+ACL_FUNC_VISIBILITY aclError acldvppVpcBatchCropResizeMakeBorderAsync(
+  acldvppChannelDesc *channelDesc, acldvppBatchPicDesc *srcBatchPicDescs, uint32_t *roiNums, uint32_t size,
+  acldvppBatchPicDesc *dstBatchPicDescs, acldvppRoiConfig *cropAreas[], acldvppBorderConfig *borderCfgs[],
+  acldvppResizeConfig *resizeConfig, aclrtStream stream);
 
 #ifdef __cplusplus
 }
 #endif
 
-#endif // INC_EXTERNAL_ACL_OPS_ACL_DVPP_H_
+#endif  // INC_EXTERNAL_ACL_OPS_ACL_DVPP_H_

inc/external/acl/ops/acl_fv.h

@@ -32,8 +32,8 @@ typedef struct aclfvSearchResult aclfvSearchResult;
 
 // search operation type
 enum aclfvSearchType {
-    SEARCH_1_N, // 1:N operation type
-    SEARCH_N_M  // N:M operation type
+  SEARCH_1_N,  // 1:N operation type
+  SEARCH_N_M   // N:M operation type
 };
 
 /**
@@ -104,7 +104,8 @@ ACL_FUNC_VISIBILITY aclError aclfvSetNMTopNum(aclfvInitPara *initPara, uint32_t
  * @retval OtherValues success.
  */
 ACL_FUNC_VISIBILITY aclfvFeatureInfo *aclfvCreateFeatureInfo(uint32_t id0, uint32_t id1, uint32_t offset,
-    uint32_t featureLen, uint32_t featureCount, uint8_t *featureData, uint32_t featureDataLen);
+                                                             uint32_t featureLen, uint32_t featureCount,
+                                                             uint8_t *featureData, uint32_t featureDataLen);
 
 /**
  * @ingroup AscendCL
@@ -233,8 +234,9 @@ ACL_FUNC_VISIBILITY aclError aclfvDestroySearchInput(aclfvSearchInput *searchInp
  * @retval null for failed. OtherValues success
  */
 ACL_FUNC_VISIBILITY aclfvSearchResult *aclfvCreateSearchResult(uint32_t queryCnt, uint32_t *resultNum,
-    uint32_t resultNumDataLen, uint32_t *id0, uint32_t *id1, uint32_t *resultOffset, float *resultDistance,
-    uint32_t dataLen);
+                                                               uint32_t resultNumDataLen, uint32_t *id0, uint32_t *id1,
+                                                               uint32_t *resultOffset, float *resultDistance,
+                                                               uint32_t dataLen);
 
 /**
  * @ingroup AscendCL
@@ -343,4 +345,4 @@ ACL_FUNC_VISIBILITY aclError aclfvSearch(aclfvSearchType type, aclfvSearchInput
 }
 #endif
 
-#endif // INC_EXTERNAL_ACL_OPS_ACL_RETR_H_
+#endif  // INC_EXTERNAL_ACL_OPS_ACL_RETR_H_

inc/external/ge/ge_api.h

@@ -142,7 +142,7 @@ class GE_FUNC_VISIBILITY Session {
   ///
   Status BuildGraph(uint32_t graphId, const std::vector<InputTensorInfo> &inputs);
 
-  Status BuildGraph(uint32_t graphId, const std::vector<ge::Tensor> &inputs);  /*lint !e148*/
+  Status BuildGraph(uint32_t graphId, const std::vector<ge::Tensor> &inputs); /*lint !e148*/
 
   ///
   /// @ingroup ge_graph

inc/external/hccl/hccl.h

@@ -27,7 +27,7 @@
 
 #ifdef __cplusplus
 extern "C" {
-#endif // __cplusplus
+#endif  // __cplusplus
 
 /**
  * @brief Initialize HCCL.
@@ -66,14 +66,15 @@ extern HcclResult HcclCommInitRootInfo(uint32_t nRanks, const HcclRootInfo *root
  * @param sendBuf A pointer identifying the input data address of the operator.
  * @param recvBuf A pointer identifying the output data address of the operator.
  * @param count An integer(u64) identifying the number of the output data.
- * @param dataType The data type of the operator, must be one of the following types: int8, int16, int32, float16, float32.
+ * @param dataType The data type of the operator, must be one of the following types: int8, int16, int32, float16,
+ * float32.
  * @param op The reduction type of the operator, must be one of the following types: sum, min, max, prod.
  * @param comm A pointer identifying the communication resource based on.
  * @param stream A pointer identifying the stream information.
- * @return HcclResult 
+ * @return HcclResult
  */
-extern HcclResult HcclAllReduce(void *sendBuf, void *recvBuf, uint64_t count, HcclDataType dataType, 
-HcclReduceOp op, HcclComm comm, aclrtStream stream);
+extern HcclResult HcclAllReduce(void *sendBuf, void *recvBuf, uint64_t count, HcclDataType dataType, HcclReduceOp op,
+                                HcclComm comm, aclrtStream stream);
 
 /**
  * @brief Broadcast operator.
@@ -84,10 +85,10 @@ HcclReduceOp op, HcclComm comm, aclrtStream stream);
  * @param root An integer(u32) identifying the the root rank in the operator.
  * @param comm A pointer identifying the communication resource based on
  * @param stream A pointer identifying the stream information.
- * @return HcclResult 
+ * @return HcclResult
  */
-extern HcclResult HcclBroadcast(void *buf, uint64_t count, HcclDataType dataType, uint32_t root, HcclComm comm, 
-aclrtStream stream);
+extern HcclResult HcclBroadcast(void *buf, uint64_t count, HcclDataType dataType, uint32_t root, HcclComm comm,
+                                aclrtStream stream);
 
 /**
  * @brief ReduceScatter operator.
@@ -99,10 +100,10 @@ aclrtStream stream);
  * @param op The reduction type of the operator, must be one of the following types: sum, min, max, prod.
  * @param comm A pointer identifying the communication resource based on.
  * @param stream A pointer identifying the stream information.
- * @return HcclResult 
+ * @return HcclResult
  */
-extern HcclResult HcclReduceScatter(void *sendBuf, void *recvBuf, uint64_t recvCount, HcclDataType dataType, 
-HcclReduceOp op, HcclComm comm, aclrtStream stream);
+extern HcclResult HcclReduceScatter(void *sendBuf, void *recvBuf, uint64_t recvCount, HcclDataType dataType,
+                                    HcclReduceOp op, HcclComm comm, aclrtStream stream);
 
 /**
  * @brief AllGather operator.
@@ -113,16 +114,16 @@ HcclReduceOp op, HcclComm comm, aclrtStream stream);
  * @param dataType The data type of the operator, must be one of the following types: int8, int32, float16, float32.
  * @param comm A pointer identifying the communication resource based on.
  * @param stream A pointer identifying the stream information.
- * @return HcclResult 
+ * @return HcclResult
  */
-extern HcclResult HcclAllGather(void *sendBuf, void *recvBuf, uint64_t sendCount, HcclDataType dataType, 
-HcclComm comm, aclrtStream stream);
+extern HcclResult HcclAllGather(void *sendBuf, void *recvBuf, uint64_t sendCount, HcclDataType dataType, HcclComm comm,
+                                aclrtStream stream);
 /**
  * @brief Get the rank size of this comm.
  *
  * @param comm A pointer identifying the communication resource based on.
  * @param rankSize  A pointer identifying the rank size.
- * @return HcclResult 
+ * @return HcclResult
  */
 extern HcclResult HcclGetRankSize(HcclComm comm, uint32_t *rankSize);
 
@@ -131,7 +132,7 @@ extern HcclResult HcclGetRankSize(HcclComm comm, uint32_t *rankSize);
  *
  * @param comm A pointer identifying the communication resource based on.
  * @param rankSize  A pointer identifying the rank id.
- * @return HcclResult 
+ * @return HcclResult
  */
 extern HcclResult HcclGetRankId(HcclComm comm, uint32_t *rank);
 /**
@@ -139,7 +140,7 @@ extern HcclResult HcclGetRankId(HcclComm comm, uint32_t *rank);
  *
  * @param comm A pointer identifying the communication resource based on.
  * @param stream A pointer identifying the stream information.
- * @return HcclResult 
+ * @return HcclResult
  */
 extern HcclResult HcclBarrier(HcclComm comm, aclrtStream stream);
 
@@ -154,5 +155,5 @@ extern HcclResult HcclCommDestroy(HcclComm comm);
 
 #ifdef __cplusplus
 }
-#endif // __cplusplus
-#endif // HCCL_H_
+#endif  // __cplusplus
+#endif  // HCCL_H_

inc/external/hccl/hccl_types.h

@@ -16,10 +16,10 @@
 
 /**
  * @file hccl_types.h
- * @brief HCCL data type definition 
- * 
+ * @brief HCCL data type definition
+ *
  */
- 
+
 #ifndef HCCL_TYPES_H_
 #define HCCL_TYPES_H_
 
@@ -27,33 +27,33 @@
 
 #ifdef __cplusplus
 extern "C" {
-#endif // __cplusplus
+#endif  // __cplusplus
 
 /**
  * @brief HCCL functions return value definition
  */
 typedef enum {
-    HCCL_SUCCESS = 0,               /**< success */
-    HCCL_E_PARA = 1,                /**< parameter error */
-    HCCL_E_PTR = 2,                 /**< empty pointer */
-    HCCL_E_MEMORY = 3,              /**< memory error */
-    HCCL_E_INTERNAL = 4,            /**< internal error */
-    HCCL_E_NOT_SUPPORT = 5,         /**< not support feature */
-    HCCL_E_NOT_FOUND = 6,           /**< not found specific resource */
-    HCCL_E_UNAVAIL = 7,             /**< resource unavailable */
-    HCCL_E_SYSCALL = 8,             /**< call system interface error */
-    HCCL_E_TIMEOUT = 9,             /**< timeout */
-    HCCL_E_OPEN_FILE_FAILURE = 10,  /**< open file fail */
-    HCCL_E_TCP_CONNECT = 11,        /**< tcp connect fail */
-    HCCL_E_ROCE_CONNECT = 12,       /**< roce connect fail */
-    HCCL_E_TCP_TRANSFER = 13,       /**< tcp transfer fail */
-    HCCL_E_ROCE_TRANSFER = 14,      /**< roce transfer fail */
-    HCCL_E_RUNTIME = 15,            /**< call runtime api fail */
-    HCCL_E_DRV = 16,                /**< call driver api fail */
-    HCCL_E_PROFILING = 17,          /**< call profiling api fail */
-    HCCL_E_CCE = 18,                /**< call cce api fail */
-    HCCL_E_NETWORK = 19,            /**< call network api fail */
-    HCCL_E_RESERVED                 /**< reserved */
+  HCCL_SUCCESS = 0,              /**< success */
+  HCCL_E_PARA = 1,               /**< parameter error */
+  HCCL_E_PTR = 2,                /**< empty pointer */
+  HCCL_E_MEMORY = 3,             /**< memory error */
+  HCCL_E_INTERNAL = 4,           /**< internal error */
+  HCCL_E_NOT_SUPPORT = 5,        /**< not support feature */
+  HCCL_E_NOT_FOUND = 6,          /**< not found specific resource */
+  HCCL_E_UNAVAIL = 7,            /**< resource unavailable */
+  HCCL_E_SYSCALL = 8,            /**< call system interface error */
+  HCCL_E_TIMEOUT = 9,            /**< timeout */
+  HCCL_E_OPEN_FILE_FAILURE = 10, /**< open file fail */
+  HCCL_E_TCP_CONNECT = 11,       /**< tcp connect fail */
+  HCCL_E_ROCE_CONNECT = 12,      /**< roce connect fail */
+  HCCL_E_TCP_TRANSFER = 13,      /**< tcp transfer fail */
+  HCCL_E_ROCE_TRANSFER = 14,     /**< roce transfer fail */
+  HCCL_E_RUNTIME = 15,           /**< call runtime api fail */
+  HCCL_E_DRV = 16,               /**< call driver api fail */
+  HCCL_E_PROFILING = 17,         /**< call profiling api fail */
+  HCCL_E_CCE = 18,               /**< call cce api fail */
+  HCCL_E_NETWORK = 19,           /**< call network api fail */
+  HCCL_E_RESERVED                /**< reserved */
 } HcclResult;
 
 /**
@@ -65,37 +65,37 @@ typedef void *HcclComm;
  * @brief HCCL Reduction opperation
  */
 typedef enum {
-    HCCL_REDUCE_SUM = 0,    /**< sum */
-    HCCL_REDUCE_PROD = 1,   /**< prod */
-    HCCL_REDUCE_MAX = 2,    /**< max */
-    HCCL_REDUCE_MIN = 3,    /**< min */
-    HCCL_REDUCE_RESERVED    /**< reserved */
+  HCCL_REDUCE_SUM = 0,  /**< sum */
+  HCCL_REDUCE_PROD = 1, /**< prod */
+  HCCL_REDUCE_MAX = 2,  /**< max */
+  HCCL_REDUCE_MIN = 3,  /**< min */
+  HCCL_REDUCE_RESERVED  /**< reserved */
 } HcclReduceOp;
 
 /**
  * @brief HCCL data type
  */
 typedef enum {
-    HCCL_DATA_TYPE_INT8 = 0,    /**< int8 */
-    HCCL_DATA_TYPE_INT16 = 1,   /**< int16 */
-    HCCL_DATA_TYPE_INT32 = 2,   /**< int32 */
-    HCCL_DATA_TYPE_FP16 = 3,    /**< fp16 */
-    HCCL_DATA_TYPE_FP32 = 4,    /**< fp32 */
-    HCCL_DATA_TYPE_INT64 = 5,    /**< int64 */
-    HCCL_DATA_TYPE_UINT64 = 6,    /**< uint64 */
-    HCCL_DATA_TYPE_RESERVED     /**< reserved */
+  HCCL_DATA_TYPE_INT8 = 0,   /**< int8 */
+  HCCL_DATA_TYPE_INT16 = 1,  /**< int16 */
+  HCCL_DATA_TYPE_INT32 = 2,  /**< int32 */
+  HCCL_DATA_TYPE_FP16 = 3,   /**< fp16 */
+  HCCL_DATA_TYPE_FP32 = 4,   /**< fp32 */
+  HCCL_DATA_TYPE_INT64 = 5,  /**< int64 */
+  HCCL_DATA_TYPE_UINT64 = 6, /**< uint64 */
+  HCCL_DATA_TYPE_RESERVED    /**< reserved */
 } HcclDataType;
 
-const uint32_t HCCL_ROOT_INFO_BYTES =  4108; // 4108: root info length
+const uint32_t HCCL_ROOT_INFO_BYTES = 4108;  // 4108: root info length
 
 /**
  * @brief HCCL root info
  */
 typedef struct HcclRootInfoDef {
-    char internal[HCCL_ROOT_INFO_BYTES];
+  char internal[HCCL_ROOT_INFO_BYTES];
 } HcclRootInfo;
 
 #ifdef __cplusplus
 }
-#endif // __cplusplus
-#endif // HCCL_TYPES_H_
+#endif  // __cplusplus
+#endif  // HCCL_TYPES_H_

inc/external/runtime/rt_error_codes.h

@@ -23,87 +23,87 @@
 extern "C" {
 #endif
 
-static const int32_t ACL_RT_SUCCESS                          = 0; // success
+static const int32_t ACL_RT_SUCCESS = 0;  // success
 
-static const int32_t ACL_ERROR_RT_PARAM_INVALID              = 107000; // param invalid
-static const int32_t ACL_ERROR_RT_INVALID_DEVICEID           = 107001; // invalid device id
-static const int32_t ACL_ERROR_RT_CONTEXT_NULL               = 107002; // current context null
-static const int32_t ACL_ERROR_RT_STREAM_CONTEXT             = 107003; // stream not in current context
-static const int32_t ACL_ERROR_RT_MODEL_CONTEXT              = 107004; // model not in current context
-static const int32_t ACL_ERROR_RT_STREAM_MODEL               = 107005; // stream not in model
-static const int32_t ACL_ERROR_RT_EVENT_TIMESTAMP_INVALID    = 107006; // event timestamp invalid
-static const int32_t ACL_ERROR_RT_EVENT_TIMESTAMP_REVERSAL   = 107007; // event timestamp reversal
-static const int32_t ACL_ERROR_RT_ADDR_UNALIGNED             = 107008; // memory address unaligned
-static const int32_t ACL_ERROR_RT_FILE_OPEN                  = 107009; // open file failed
-static const int32_t ACL_ERROR_RT_FILE_WRITE                 = 107010; // write file failed
-static const int32_t ACL_ERROR_RT_STREAM_SUBSCRIBE           = 107011; // error subscribe stream
-static const int32_t ACL_ERROR_RT_THREAD_SUBSCRIBE           = 107012; // error subscribe thread
-static const int32_t ACL_ERROR_RT_GROUP_NOT_SET              = 107013; // group not set
-static const int32_t ACL_ERROR_RT_GROUP_NOT_CREATE           = 107014; // group not create
-static const int32_t ACL_ERROR_RT_STREAM_NO_CB_REG           = 107015; // callback not register to stream
-static const int32_t ACL_ERROR_RT_INVALID_MEMORY_TYPE        = 107016; // invalid memory type
-static const int32_t ACL_ERROR_RT_INVALID_HANDLE             = 107017; // invalid handle
-static const int32_t ACL_ERROR_RT_INVALID_MALLOC_TYPE        = 107018; // invalid malloc type
-static const int32_t ACL_ERROR_RT_WAIT_TIMEOUT               = 107019; // wait timeout
+static const int32_t ACL_ERROR_RT_PARAM_INVALID = 107000;             // param invalid
+static const int32_t ACL_ERROR_RT_INVALID_DEVICEID = 107001;          // invalid device id
+static const int32_t ACL_ERROR_RT_CONTEXT_NULL = 107002;              // current context null
+static const int32_t ACL_ERROR_RT_STREAM_CONTEXT = 107003;            // stream not in current context
+static const int32_t ACL_ERROR_RT_MODEL_CONTEXT = 107004;             // model not in current context
+static const int32_t ACL_ERROR_RT_STREAM_MODEL = 107005;              // stream not in model
+static const int32_t ACL_ERROR_RT_EVENT_TIMESTAMP_INVALID = 107006;   // event timestamp invalid
+static const int32_t ACL_ERROR_RT_EVENT_TIMESTAMP_REVERSAL = 107007;  // event timestamp reversal
+static const int32_t ACL_ERROR_RT_ADDR_UNALIGNED = 107008;            // memory address unaligned
+static const int32_t ACL_ERROR_RT_FILE_OPEN = 107009;                 // open file failed
+static const int32_t ACL_ERROR_RT_FILE_WRITE = 107010;                // write file failed
+static const int32_t ACL_ERROR_RT_STREAM_SUBSCRIBE = 107011;          // error subscribe stream
+static const int32_t ACL_ERROR_RT_THREAD_SUBSCRIBE = 107012;          // error subscribe thread
+static const int32_t ACL_ERROR_RT_GROUP_NOT_SET = 107013;             // group not set
+static const int32_t ACL_ERROR_RT_GROUP_NOT_CREATE = 107014;          // group not create
+static const int32_t ACL_ERROR_RT_STREAM_NO_CB_REG = 107015;          // callback not register to stream
+static const int32_t ACL_ERROR_RT_INVALID_MEMORY_TYPE = 107016;       // invalid memory type
+static const int32_t ACL_ERROR_RT_INVALID_HANDLE = 107017;            // invalid handle
+static const int32_t ACL_ERROR_RT_INVALID_MALLOC_TYPE = 107018;       // invalid malloc type
+static const int32_t ACL_ERROR_RT_WAIT_TIMEOUT = 107019;              // wait timeout
 
-static const int32_t ACL_ERROR_RT_FEATURE_NOT_SUPPORT        = 207000; // feature not support
-static const int32_t ACL_ERROR_RT_MEMORY_ALLOCATION          = 207001; // memory allocation error
-static const int32_t ACL_ERROR_RT_MEMORY_FREE                = 207002; // memory free error
-static const int32_t ACL_ERROR_RT_AICORE_OVER_FLOW           = 207003; // aicore over flow
-static const int32_t ACL_ERROR_RT_NO_DEVICE                  = 207004; // no device
-static const int32_t ACL_ERROR_RT_RESOURCE_ALLOC_FAIL        = 207005; // resource alloc fail
-static const int32_t ACL_ERROR_RT_NO_PERMISSION              = 207006; // no permission
-static const int32_t ACL_ERROR_RT_NO_EVENT_RESOURCE          = 207007; // no event resource
-static const int32_t ACL_ERROR_RT_NO_STREAM_RESOURCE         = 207008; // no stream resource
-static const int32_t ACL_ERROR_RT_NO_NOTIFY_RESOURCE         = 207009; // no notify resource
-static const int32_t ACL_ERROR_RT_NO_MODEL_RESOURCE          = 207010; // no model resource
-static const int32_t ACL_ERROR_RT_NO_CDQ_RESOURCE            = 207011; // no cdq resource
+static const int32_t ACL_ERROR_RT_FEATURE_NOT_SUPPORT = 207000;  // feature not support
+static const int32_t ACL_ERROR_RT_MEMORY_ALLOCATION = 207001;    // memory allocation error
+static const int32_t ACL_ERROR_RT_MEMORY_FREE = 207002;          // memory free error
+static const int32_t ACL_ERROR_RT_AICORE_OVER_FLOW = 207003;     // aicore over flow
+static const int32_t ACL_ERROR_RT_NO_DEVICE = 207004;            // no device
+static const int32_t ACL_ERROR_RT_RESOURCE_ALLOC_FAIL = 207005;  // resource alloc fail
+static const int32_t ACL_ERROR_RT_NO_PERMISSION = 207006;        // no permission
+static const int32_t ACL_ERROR_RT_NO_EVENT_RESOURCE = 207007;    // no event resource
+static const int32_t ACL_ERROR_RT_NO_STREAM_RESOURCE = 207008;   // no stream resource
+static const int32_t ACL_ERROR_RT_NO_NOTIFY_RESOURCE = 207009;   // no notify resource
+static const int32_t ACL_ERROR_RT_NO_MODEL_RESOURCE = 207010;    // no model resource
+static const int32_t ACL_ERROR_RT_NO_CDQ_RESOURCE = 207011;      // no cdq resource
 
-static const int32_t ACL_ERROR_RT_INTERNAL_ERROR             = 507000; // runtime internal error
-static const int32_t ACL_ERROR_RT_TS_ERROR                   = 507001; // ts internel error
-static const int32_t ACL_ERROR_RT_STREAM_TASK_FULL           = 507002; // task full in stream
-static const int32_t ACL_ERROR_RT_STREAM_TASK_EMPTY          = 507003; // task empty in stream
-static const int32_t ACL_ERROR_RT_STREAM_NOT_COMPLETE        = 507004; // stream not complete
-static const int32_t ACL_ERROR_RT_END_OF_SEQUENCE            = 507005; // end of sequence
-static const int32_t ACL_ERROR_RT_EVENT_NOT_COMPLETE         = 507006; // event not complete
-static const int32_t ACL_ERROR_RT_CONTEXT_RELEASE_ERROR      = 507007; // context release error
-static const int32_t ACL_ERROR_RT_SOC_VERSION                = 507008; // soc version error
-static const int32_t ACL_ERROR_RT_TASK_TYPE_NOT_SUPPORT      = 507009; // task type not support
-static const int32_t ACL_ERROR_RT_LOST_HEARTBEAT             = 507010; // ts lost heartbeat
-static const int32_t ACL_ERROR_RT_MODEL_EXECUTE              = 507011; // model execute failed
-static const int32_t ACL_ERROR_RT_REPORT_TIMEOUT             = 507012; // report timeout
-static const int32_t ACL_ERROR_RT_SYS_DMA                    = 507013; // sys dma error
-static const int32_t ACL_ERROR_RT_AICORE_TIMEOUT             = 507014; // aicore timeout
-static const int32_t ACL_ERROR_RT_AICORE_EXCEPTION           = 507015; // aicore exception
-static const int32_t ACL_ERROR_RT_AICORE_TRAP_EXCEPTION      = 507016; // aicore trap exception
-static const int32_t ACL_ERROR_RT_AICPU_TIMEOUT              = 507017; // aicpu timeout
-static const int32_t ACL_ERROR_RT_AICPU_EXCEPTION            = 507018; // aicpu exception
-static const int32_t ACL_ERROR_RT_AICPU_DATADUMP_RSP_ERR     = 507019; // aicpu datadump response error
-static const int32_t ACL_ERROR_RT_AICPU_MODEL_RSP_ERR        = 507020; // aicpu model operate response error
-static const int32_t ACL_ERROR_RT_PROFILING_ERROR            = 507021; // profiling error
-static const int32_t ACL_ERROR_RT_IPC_ERROR                  = 507022; // ipc error
-static const int32_t ACL_ERROR_RT_MODEL_ABORT_NORMAL         = 507023; // model abort normal
-static const int32_t ACL_ERROR_RT_KERNEL_UNREGISTERING       = 507024; // kernel unregistering
-static const int32_t ACL_ERROR_RT_RINGBUFFER_NOT_INIT        = 507025; // ringbuffer not init
-static const int32_t ACL_ERROR_RT_RINGBUFFER_NO_DATA         = 507026; // ringbuffer no data
-static const int32_t ACL_ERROR_RT_KERNEL_LOOKUP              = 507027; // kernel lookup error
-static const int32_t ACL_ERROR_RT_KERNEL_DUPLICATE           = 507028; // kernel register duplicate
-static const int32_t ACL_ERROR_RT_DEBUG_REGISTER_FAIL        = 507029; // debug register failed
-static const int32_t ACL_ERROR_RT_DEBUG_UNREGISTER_FAIL      = 507030; // debug unregister failed
-static const int32_t ACL_ERROR_RT_LABEL_CONTEXT              = 507031; // label not in current context
-static const int32_t ACL_ERROR_RT_PROGRAM_USE_OUT            = 507032; // program register num use out
-static const int32_t ACL_ERROR_RT_DEV_SETUP_ERROR            = 507033; // device setup error
-static const int32_t ACL_ERROR_RT_VECTOR_CORE_TIMEOUT        = 507034; // vector core timeout
-static const int32_t ACL_ERROR_RT_VECTOR_CORE_EXCEPTION      = 507035; // vector core exception
-static const int32_t ACL_ERROR_RT_VECTOR_CORE_TRAP_EXCEPTION = 507036; // vector core trap exception
-static const int32_t ACL_ERROR_RT_CDQ_BATCH_ABNORMAL         = 507037; // cdq alloc batch abnormal
+static const int32_t ACL_ERROR_RT_INTERNAL_ERROR = 507000;              // runtime internal error
+static const int32_t ACL_ERROR_RT_TS_ERROR = 507001;                    // ts internel error
+static const int32_t ACL_ERROR_RT_STREAM_TASK_FULL = 507002;            // task full in stream
+static const int32_t ACL_ERROR_RT_STREAM_TASK_EMPTY = 507003;           // task empty in stream
+static const int32_t ACL_ERROR_RT_STREAM_NOT_COMPLETE = 507004;         // stream not complete
+static const int32_t ACL_ERROR_RT_END_OF_SEQUENCE = 507005;             // end of sequence
+static const int32_t ACL_ERROR_RT_EVENT_NOT_COMPLETE = 507006;          // event not complete
+static const int32_t ACL_ERROR_RT_CONTEXT_RELEASE_ERROR = 507007;       // context release error
+static const int32_t ACL_ERROR_RT_SOC_VERSION = 507008;                 // soc version error
+static const int32_t ACL_ERROR_RT_TASK_TYPE_NOT_SUPPORT = 507009;       // task type not support
+static const int32_t ACL_ERROR_RT_LOST_HEARTBEAT = 507010;              // ts lost heartbeat
+static const int32_t ACL_ERROR_RT_MODEL_EXECUTE = 507011;               // model execute failed
+static const int32_t ACL_ERROR_RT_REPORT_TIMEOUT = 507012;              // report timeout
+static const int32_t ACL_ERROR_RT_SYS_DMA = 507013;                     // sys dma error
+static const int32_t ACL_ERROR_RT_AICORE_TIMEOUT = 507014;              // aicore timeout
+static const int32_t ACL_ERROR_RT_AICORE_EXCEPTION = 507015;            // aicore exception
+static const int32_t ACL_ERROR_RT_AICORE_TRAP_EXCEPTION = 507016;       // aicore trap exception
+static const int32_t ACL_ERROR_RT_AICPU_TIMEOUT = 507017;               // aicpu timeout
+static const int32_t ACL_ERROR_RT_AICPU_EXCEPTION = 507018;             // aicpu exception
+static const int32_t ACL_ERROR_RT_AICPU_DATADUMP_RSP_ERR = 507019;      // aicpu datadump response error
+static const int32_t ACL_ERROR_RT_AICPU_MODEL_RSP_ERR = 507020;         // aicpu model operate response error
+static const int32_t ACL_ERROR_RT_PROFILING_ERROR = 507021;             // profiling error
+static const int32_t ACL_ERROR_RT_IPC_ERROR = 507022;                   // ipc error
+static const int32_t ACL_ERROR_RT_MODEL_ABORT_NORMAL = 507023;          // model abort normal
+static const int32_t ACL_ERROR_RT_KERNEL_UNREGISTERING = 507024;        // kernel unregistering
+static const int32_t ACL_ERROR_RT_RINGBUFFER_NOT_INIT = 507025;         // ringbuffer not init
+static const int32_t ACL_ERROR_RT_RINGBUFFER_NO_DATA = 507026;          // ringbuffer no data
+static const int32_t ACL_ERROR_RT_KERNEL_LOOKUP = 507027;               // kernel lookup error
+static const int32_t ACL_ERROR_RT_KERNEL_DUPLICATE = 507028;            // kernel register duplicate
+static const int32_t ACL_ERROR_RT_DEBUG_REGISTER_FAIL = 507029;         // debug register failed
+static const int32_t ACL_ERROR_RT_DEBUG_UNREGISTER_FAIL = 507030;       // debug unregister failed
+static const int32_t ACL_ERROR_RT_LABEL_CONTEXT = 507031;               // label not in current context
+static const int32_t ACL_ERROR_RT_PROGRAM_USE_OUT = 507032;             // program register num use out
+static const int32_t ACL_ERROR_RT_DEV_SETUP_ERROR = 507033;             // device setup error
+static const int32_t ACL_ERROR_RT_VECTOR_CORE_TIMEOUT = 507034;         // vector core timeout
+static const int32_t ACL_ERROR_RT_VECTOR_CORE_EXCEPTION = 507035;       // vector core exception
+static const int32_t ACL_ERROR_RT_VECTOR_CORE_TRAP_EXCEPTION = 507036;  // vector core trap exception
+static const int32_t ACL_ERROR_RT_CDQ_BATCH_ABNORMAL = 507037;          // cdq alloc batch abnormal
 
-static const int32_t ACL_ERROR_RT_DRV_INTERNAL_ERROR         = 507899; // drv internal error
-static const int32_t ACL_ERROR_RT_AICPU_INTERNAL_ERROR       = 507900; // aicpu internal error
-static const int32_t ACL_ERROR_RT_SOCKET_CLOSE               = 507901; // hdc disconnect
+static const int32_t ACL_ERROR_RT_DRV_INTERNAL_ERROR = 507899;    // drv internal error
+static const int32_t ACL_ERROR_RT_AICPU_INTERNAL_ERROR = 507900;  // aicpu internal error
+static const int32_t ACL_ERROR_RT_SOCKET_CLOSE = 507901;          // hdc disconnect
 
 #ifdef __cplusplus
 }
 #endif
 
-#endif // __INC_EXTERNEL_RT_ERROR_CODES_H__
+#endif  // __INC_EXTERNEL_RT_ERROR_CODES_H__

inc/framework/common/ge_inner_error_codes.h

@@ -125,13 +125,13 @@ GE_ERRORNO_CLIENT(GE_CLI_GE_ALREADY_INITIALIZED, 10, "GE is already initialized.
 GE_ERRORNO_CLIENT(GE_CLI_GE_NOT_INITIALIZED, 11, "GE is not yet initialized or is finalized.");  // 1343229963
 
 // Init module error code definition
-GE_ERRORNO_INIT(GE_MULTI_INIT, 0, "Multiple initializations are not supported.");            // 1343234048
-GE_ERRORNO_INIT(GE_FINALIZE_NOT_INIT, 1, "Finalize is not allowed before initialization.");  // 1343234049
-GE_ERRORNO_INIT(GE_MULTI_FINALIZE, 2, "Multiple finalizations are not supported.");          // 1343234050
-GE_ERRORNO_INIT(GE_PROF_MULTI_INIT, 3, "Multiple profiling initializations are not supported.");          // 1343234051
-GE_ERRORNO_INIT(GE_PROF_NOT_INIT, 4, "Profing initializations have not been done.");          // 1343234052
+GE_ERRORNO_INIT(GE_MULTI_INIT, 0, "Multiple initializations are not supported.");                 // 1343234048
+GE_ERRORNO_INIT(GE_FINALIZE_NOT_INIT, 1, "Finalize is not allowed before initialization.");       // 1343234049
+GE_ERRORNO_INIT(GE_MULTI_FINALIZE, 2, "Multiple finalizations are not supported.");               // 1343234050
+GE_ERRORNO_INIT(GE_PROF_MULTI_INIT, 3, "Multiple profiling initializations are not supported.");  // 1343234051
+GE_ERRORNO_INIT(GE_PROF_NOT_INIT, 4, "Profing initializations have not been done.");              // 1343234052
 GE_ERRORNO_INIT(GE_PROF_MODE_CONFLICT, 5,
-                "Profiling command mode which is preferred is running, the api mode will not work.");   // 1343234053
+                "Profiling command mode which is preferred is running, the api mode will not work.");  // 1343234053
 
 // Session module error code definition
 GE_ERRORNO_SESSION(GE_SESS_INIT_FAILED, 0, "Failed to initialize session.");                          // 1343238144
@@ -216,8 +216,8 @@ GE_ERRORNO_ENGINE(GE_ENG_FINALIZE_FAILED, 1, "Engine finalize failed.");
 GE_ERRORNO_ENGINE(GE_ENG_MEMTYPE_ERROR, 2, "Memory type HBM is necessary when engine is in device");  // 1343246338
 
 // Optimize errocode
-GE_ERRORNO_GRAPH(TO_BE_DELETED, 63, "The node of the graph to be deleted.");          // 1343242303
-GE_ERRORNO_GRAPH(NOT_CHANGED, 64, "The node of the graph no changed.");               // 1343242304
+GE_ERRORNO_GRAPH(TO_BE_DELETED, 63, "The node of the graph to be deleted.");  // 1343242303
+GE_ERRORNO_GRAPH(NOT_CHANGED, 64, "The node of the graph no changed.");       // 1343242304
 
 // Ops module error code definition
 GE_ERRORNO_OPS(GE_OPS_KERNEL_STORE_INIT_FAILED, 0, "Failed to initialize OpsKernelInfoStore.");  // 1343250432

inc/framework/common/op/attr_value_util.h

@@ -169,6 +169,6 @@ GE_FUNC_VISIBILITY bool GetAttrDefListValue(const std::string &key, int idx, int
 GE_FUNC_VISIBILITY bool GetAttrDefListValue(const std::string &key, int idx, uint32_t *value, const AttrDefMap &attr);
 GE_FUNC_VISIBILITY bool GetAttrDefListValue(const std::string &key, int idx, float *value, const AttrDefMap &attr);
 GE_FUNC_VISIBILITY bool GetAttrDefListValue(const std::string &key, int idx, double *value, const AttrDefMap &attr);
-}
+}  // namespace ge
 
 #endif  // INC_FRAMEWORK_COMMON_OP_ATTR_VALUE_UTIL_H_

inc/framework/common/profiling/ge_profiling.h

@@ -43,6 +43,11 @@ GE_FUNC_VISIBILITY ge::Status RegProfCtrlCallback(MsprofCtrlCallback func);
 GE_FUNC_VISIBILITY ge::Status RegProfSetDeviceCallback(MsprofSetDeviceCallback func);
 GE_FUNC_VISIBILITY ge::Status RegProfReporterCallback(MsprofReporterCallback func);
 GE_FUNC_VISIBILITY ge::Status ProfCommandHandle(ProfCommandHandleType type, void *data, uint32_t len);
+
+///
+/// @brief Output the profiling data of single operator in Pytorch, and does not support multithreading
+/// @return Status result
+///
 GE_FUNC_VISIBILITY ge::Status ProfSetStepInfo(uint64_t index_id, uint16_t tag_id, rtStream_t stream);
 
 #endif  // INC_FRAMEWORK_COMMON_GE_PROFILING_H_

inc/framework/common/scope_guard.h

@@ -42,8 +42,9 @@ class GE_FUNC_VISIBILITY ScopeGuard {
       if (on_exit_scope_ != nullptr) {
         try {
           on_exit_scope_();
-        } catch (std::bad_function_call &e) { }
-          catch (...) { }
+        } catch (std::bad_function_call &e) {
+        } catch (...) {
+        }
       }
     }
   }

inc/framework/common/string_util.h

@@ -52,7 +52,7 @@ class GE_FUNC_VISIBILITY StringUtils {
     return s;
   }
   // lint -esym(551,*)
-  static std::string &Rtrim(std::string &s) {  /*lint !e618*/
+  static std::string &Rtrim(std::string &s) { /*lint !e618*/
 #if __cplusplus >= 201103L
     (void)s.erase(s.begin(), std::find_if(s.begin(), s.end(), [](int c) { return !std::isspace(c); }));
 #else

inc/framework/omg/parser/parser_api.h

@@ -28,4 +28,4 @@ GE_FUNC_VISIBILITY Status ParserInitialize(const std::map<std::string, std::stri
 // Finalize parser, release all resources
 GE_FUNC_VISIBILITY Status ParserFinalize();
 }  // namespace ge
-#endif // INC_FRAMEWORK_OMG_PARSER_PARSER_API_H_
+#endif  // INC_FRAMEWORK_OMG_PARSER_PARSER_API_H_

metadef

@@ -1 +1 @@
-Subproject commit d9a260e2b42236ffaf514bc6397116e370506068
+Subproject commit 0a9ebe1c7f7b27554659f39e387110ac30d4a1e6

parser

@@ -1 +1 @@
-Subproject commit c074dfa5960d67f2910122d46d4d264dd6554aad
+Subproject commit b79ef8ad19c8ab4335a97b2c3668d2776b62ce0a

tests/depends/mmpa/src/mmpa_stub.cc

@@ -345,6 +345,10 @@ INT32 mmIsDir(const CHAR *fileName)
 
 INT32 mmGetEnv(const CHAR *name, CHAR *value, UINT32 len)
 {
+  const char *env = getenv(name);
+  if (env != nullptr) {
+    strcpy(value, env);
+  }
   return 0;
 }
 

tests/depends/profiler/src/profiler_stub.cc

@@ -16,6 +16,7 @@
 
 #include "toolchain/prof_engine.h"
 #include "toolchain/prof_mgr_core.h"
+#include "runtime/base.h"
 
 void * ProfMgrStartUp(const ProfMgrCfg *cfg)
 {
@@ -32,3 +33,10 @@ int Msprof::Engine::RegisterEngine(const std::string& module, const Msprof::Engi
   return 0;
 }
 
+rtError_t rtSetMsprofReporterCallback(MsprofReporterCallback callback) {
+  return 0;
+}
+
+rtError_t rtRegDeviceStateCallback(const char *regName, rtDeviceStateCallback callback) {
+  return 0;
+}

tests/ut/ge/CMakeLists.txt

@@ -158,6 +158,7 @@ set(COMMON_SRC_FILES
     "${GE_CODE_DIR}/ge/opskernel_manager/ops_kernel_builder_manager.cc"
     "${GE_CODE_DIR}/ge/graph/load/model_manager/model_manager.cc"
     "${GE_CODE_DIR}/ge/common/profiling/profiling_manager.cc"
+    "${GE_CODE_DIR}/ge/common/profiling/ge_profiling.cc"
     "${GE_CODE_DIR}/ge/graph/manager/host_mem_manager.cc"
 	"${GE_CODE_DIR}/ge/graph/manager/memory_api.cc"
     "${GE_CODE_DIR}/ge/session/inner_session.cc"
@@ -725,7 +726,6 @@ set(PASS_TEST_FILES
     "graph/passes/memcpy_addr_async_unittest.cc"
     "graph/passes/hccl_continuous_pass_unittest.cc"
     "graph/passes/hccl_memcpy_pass_unittest.cc"
-		
 )
 
 set(KERNEL_TEST_FILES
@@ -858,7 +858,6 @@ set(HYBRID_TEST_FILES
     "hybrid/executor/hybrid_model_async_executor_unittest.cc"
     "hybrid/executor/hybrid_model_pipeline_executor_unittest.cc"
     "hybrid/node_executor/aicore/aicore_task_compiler_unittest.cc"
-
 )
 
 set(OTHERS_TEST_FILES
@@ -886,6 +885,7 @@ add_library(ge_ut_graph STATIC
 
 target_compile_definitions(ge_ut_graph PRIVATE
     google=ascend_private
+    FMK_SUPPORT_DUMP
 )
 
 target_compile_options(ge_ut_graph PRIVATE

tests/ut/ge/graph/build/logical_stream_allocator_unittest.cc

@@ -349,7 +349,7 @@ class UtestLogicalStreamAllocator : public testing::Test {
   ///                   B --> C(AllReduce) --- D
   ///                  /
   ///  stream id:  0  A
-  ///                  \
+  ///                  \.
   ///                   E --> F(AllReduce) --- G
   ///  stream id:       2     2                2
   ///
@@ -599,7 +599,7 @@ TEST_F(UtestLogicalStreamAllocator, test_label_not_reusable2) {
 
 /// case of multi-output, then unuse stream
 ///      sub1
-///    /  |   \
+///    /  |   \.
 /// sub2 sub3 sub4
 TEST_F(UtestLogicalStreamAllocator, test_multiOut_new_stream) {
   SubGraphInfoPtr data = CreateDataSubgraph();
@@ -624,7 +624,7 @@ TEST_F(UtestLogicalStreamAllocator, test_multiOut_new_stream) {
 
 /// if paralle id 1, then use stream
 ///        sub1
-///    /   |   |   \
+///    /   |   |   \.
 /// sub2 sub3 sub4 sub5
 TEST_F(UtestLogicalStreamAllocator, test_parallel_one) {
   SubGraphInfoPtr data = CreateDataSubgraph();
@@ -653,7 +653,7 @@ TEST_F(UtestLogicalStreamAllocator, test_parallel_one) {
 
 /// if the param of engine independent is true, then set independent stream
 ///        sub1
-///    /   |   |   \
+///    /   |   |   \.
 /// sub2 sub3 sub4 sub5
 TEST_F(UtestLogicalStreamAllocator, test_independent) {
   SubGraphInfoPtr data = CreateDataSubgraph();
@@ -692,7 +692,7 @@ TEST_F(UtestLogicalStreamAllocator, test_independent) {
 
 /// set stream based on stream label, and then based on independent
 ///        sub1
-///    /   |   |   \
+///    /   |   |   \.
 /// sub2 sub3 sub4 sub5
 TEST_F(UtestLogicalStreamAllocator, test_independent_switch_label) {
   SubGraphInfoPtr data = CreateDataSubgraph();

tests/ut/ge/graph/build/stream_allocator_unittest.cc

@@ -36,7 +36,7 @@ class UtestStreamAllocator : public testing::Test {
 
   ///
   ///    A
-  ///   / \
+  ///   / \.
   ///  B   C
   ///  |   |
   ///  D  400

tests/ut/ge/graph/build/task_generator_unittest.cc

@@ -116,7 +116,9 @@ TEST_F(UtestTaskGeneratorTest, FindLastBpFromBpNode) {
   TaskGenerator task_generator(nullptr, 0);
   auto net_output = graph->FindNode("Node_Output");
   // netoutput has no data input, return default value 0
-  EXPECT_EQ(task_generator.FindLastBpFromBpNode(graph, net_output), 0);
+  uint32_t bp_index = 0;
+  EXPECT_EQ(task_generator.FindLastBpFromBpNode(graph, net_output, bp_index), 0);
+  EXPECT_EQ(bp_index, 2);
 }
 
 TEST_F(UtestTaskGeneratorTest, UpdateOpIsVarAttr) {

tests/ut/ge/graph/load/model_manager_unittest.cc

@@ -438,4 +438,22 @@ TEST_F(UtestModelManagerModelManager, test_data_input_tensor) {
   auto ret = mm.DataInputTensor(model_id,inputs);
   EXPECT_EQ(PARAM_INVALID, ret);    // HybridDavinciModel::impl_ is null.
 }
+
+TEST_F(UtestModelManagerModelManager, test_launch_kernel_cust_aicpu) {
+  ModelManager mm;
+
+  // cust_aicpu_so_ is empty.
+  EXPECT_EQ(mm.LaunchKernelCustAicpuSo("empty_cust_aicpu"), SUCCESS);
+
+  // deleteCustOp after Launch will deleted.
+  uintptr_t resource_id = 1;    // for rtCtxGetCurrent stub
+  std::vector<char> kernel_bin(256);
+  auto &cust_resource_001 = mm.cust_aicpu_so_[resource_id];
+  auto tbe_kernel  = std::shared_ptr<OpKernelBin>(new OpKernelBin("deleteCustOp", std::move(kernel_bin)));
+  auto &cust_opkernel_001 = cust_resource_001["deleteCustOp"] = tbe_kernel;
+
+  EXPECT_FALSE(mm.cust_aicpu_so_.empty());
+  EXPECT_EQ(mm.LaunchKernelCustAicpuSo("deleteCustOp"), SUCCESS);
+  EXPECT_TRUE(mm.cust_aicpu_so_.empty());
+}
 }  // namespace ge

tests/ut/ge/graph/passes/assert_pass_unittest.cc

@@ -55,7 +55,7 @@ class UtestGraphPassesAssertPass : public Test {
 };
 
 ///             D      E
-///           |   \  |  \
+///           |   \  |  \.
 ///          F     C     G
 ///             :  |  :
 ///            H    A   I
@@ -134,8 +134,8 @@ TEST_F(UtestGraphPassesAssertPass, assert_pass_test2) {
   EXPECT_EQ(graph->FindNode("D"), nullptr);
 }
 
-///      E         F
-///    | \       | \
+///     E         F
+///    | \       | \.
 ///   H    C ->  D   G
 ///        \   |   :
 ///           A      I

tests/ut/ge/graph/passes/base_pass_unittest.cc

@@ -130,7 +130,7 @@ class UTESTGraphPassesBasePass : public testing::Test {
 ///      reshape1
 ///        |
 ///       add1
-///     /     \
+///     /     \.
 ///    |      |
 ///  data1  const1
 ComputeGraphPtr BuildGraph1() {
@@ -148,9 +148,9 @@ ComputeGraphPtr BuildGraph1() {
 }
 
 ///               sum1
-///             /     \
-///            /       \
-///          /          \
+///             /     \.
+///            /       \.
+///          /          \.
 ///      reshape1      addn1
 ///        |      c      |
 ///       add1  <---  shape1
@@ -217,7 +217,7 @@ void CheckIterOrder(UtestTestPass *pass, std::vector<std::unordered_set<std::str
 ///      Op1
 ///       |
 ///     Merge
-///      / \
+///      / \.
 ///    Op2 Op3
 TEST_F(UTESTGraphPassesBasePass, del_isolate_fail) {
   auto builder = ut::GraphBuilder("g1");
@@ -245,7 +245,7 @@ TEST_F(UTESTGraphPassesBasePass, del_isolate_fail) {
 ///      Op1
 ///       |
 ///     Merge
-///      / \
+///      / \.
 ///    Op2 Op3
 TEST_F(UTESTGraphPassesBasePass, del_isolate_success) {
   auto builder = ut::GraphBuilder("g1");
@@ -459,7 +459,7 @@ TEST_F(UTESTGraphPassesBasePass, while_loop) {
 ///     data1  const
 ///        \ /
 ///       while
-///     /     \
+///     /     \.
 ///    |      |
 ///   cast1   cast2
 ComputeGraphPtr BuildWhileGraph1() {

tests/ut/ge/graph/passes/cond_branch_v1_unittest.cc

@@ -34,11 +34,11 @@ namespace {
 ///    net_output
 ///         |
 ///       merge
-///       /   \
+///       /   \.
 /// square     add
-///   F|   T/   T\
+///   F|   T/   T\.
 ///   switch1     switch2
-///  /       \   /       \
+///  /       \   /       \.
 /// var1     var2       var3
 ///
 ComputeGraphPtr BuildGraph1() {

tests/ut/ge/graph/passes/constant_folding_pass_unittest.cc

@@ -173,8 +173,8 @@ namespace {
 ///      shapeNo1
 ///       |
 ///     addnYes1
-///    /    \
-///  /       \
+///    /    \.
+///  /       \.
 /// const1   const2
 ComputeGraphPtr BuildGraph1() {
   auto builder = ut::GraphBuilder("test");
@@ -223,8 +223,8 @@ ComputeGraphPtr BuildGraph2() {
 ///      shapeNo1
 ///       |         c
 ///     addnYes1  <-----  dataNo1
-///    /    \
-///  /       \
+///    /    \.
+///  /       \.
 /// const1   const2
 ComputeGraphPtr BuildGraph3() {
   auto builder = ut::GraphBuilder("test");
@@ -249,8 +249,8 @@ ComputeGraphPtr BuildGraph3() {
 ///      shapeNo1
 ///       |         c
 ///     addnYes1  <---------
-///    /    \               \
-///  /       \         c     \
+///    /    \               \.
+///  /       \         c     \.
 /// const1   const2  <-----  dataNo1
 ComputeGraphPtr BuildGraph4() {
   auto builder = ut::GraphBuilder("test");
@@ -276,7 +276,7 @@ ComputeGraphPtr BuildGraph4() {
 ///      shapeNo1
 ///       |         c
 ///     addnYes1  <-----  dataNo1
-///    /    \
+///    /    \.
 ///  /       \        c
 /// const1   const2  <-----  dataNo2
 ComputeGraphPtr BuildGraph5() {
@@ -306,8 +306,8 @@ ComputeGraphPtr BuildGraph5() {
 ///     addYes1  <---- const3
 ///        |
 ///     addnYes1 <-
-///    /    \      \
-///  /       \      \
+///    /    \      \.
+///  /       \      \.
 /// const1   const2  const4
 ComputeGraphPtr BuildGraph6() {
   auto builder = ut::GraphBuilder("test");
@@ -332,12 +332,12 @@ ComputeGraphPtr BuildGraph6() {
 }
 
 ///         netoutput1
-///          /       \
+///          /       \.
 ///    shapeNo1     ShpaeNo2
 ///         \      /
 ///      huberLoss1
-///    /      |    \
-///  /       |      \
+///    /      |    \.
+///  /       |      \.
 /// const1  const2  const3
 ComputeGraphPtr BuildGraph7() {
   auto builder = ut::GraphBuilder("test");
@@ -365,8 +365,8 @@ ComputeGraphPtr BuildGraph7() {
 ///      shapeNo1
 ///       |
 ///     addnNo1
-///    /    \
-///  /       \
+///    /    \.
+///  /       \.
 /// const1   const2
 ComputeGraphPtr BuildGraph8() {
   auto builder = ut::GraphBuilder("test");
@@ -389,8 +389,8 @@ ComputeGraphPtr BuildGraph8() {
 ///      shapeNo1
 ///       |
 ///     addnYes1
-///    /    \
-///  /       \
+///    /    \.
+///  /       \.
 /// const1   data1
 ComputeGraphPtr BuildGraph9() {
   auto builder = ut::GraphBuilder("test");
@@ -409,12 +409,12 @@ ComputeGraphPtr BuildGraph9() {
 }
 
 ///    netoutput1
-///     /      \
+///     /      \.
 ///  addDim   sqrt1
 ///     \      /
 ///     switch1
-///     /    \
-///    /      \
+///     /    \.
+///    /      \.
 ///  const1  const2
 ComputeGraphPtr BuildGraph10() {
   auto builder = ut::GraphBuilder("test");

tests/ut/ge/graph/passes/dimension_compute_pass_unittest.cc

@@ -63,8 +63,8 @@ namespace {
 ///      shapeNo1
 ///       |
 ///     addnNo1
-///    /    \
-///  /       \
+///    /    \.
+///  /       \.
 /// const1   const2
 ComputeGraphPtr BuildGraph8() {
   auto builder = ut::GraphBuilder("test");
@@ -87,8 +87,8 @@ ComputeGraphPtr BuildGraph8() {
 ///      shapeNo1
 ///       |
 ///     addnYes1
-///      /    \
-///  /       \
+///      /    \.
+///     /      \.
 ///const1   data1
 ComputeGraphPtr BuildGraph9() {
   auto builder = ut::GraphBuilder("test");

tests/ut/ge/graph/passes/folding_kernel/fill_kernel_unittest.cc

@@ -64,6 +64,7 @@ class UtestGraphPassesFoldingKernelFillKernel : public testing::Test {
 
     op_desc_ptr->AddInputDesc(dims_tensor_desc);
     op_desc_ptr->AddInputDesc(value_tensor_desc);
+    op_desc_ptr->AddOutputDesc(dims_tensor_desc);
 
     std::vector<ge::ConstGeTensorPtr> input = {dim_tensor, value_tensor};
     std::vector<GeTensorPtr> outputs;
@@ -124,6 +125,7 @@ TEST_F(UtestGraphPassesFoldingKernelFillKernel, FillBoolShape2And3) {
 
   op_desc_ptr->AddInputDesc(dims_tensor_desc);
   op_desc_ptr->AddInputDesc(value_tensor_desc);
+  op_desc_ptr->AddOutputDesc(dims_tensor_desc);
 
   std::vector<ge::ConstGeTensorPtr> input = {dim_tensor, value_tensor};
   std::vector<GeTensorPtr> outputs;
@@ -230,6 +232,7 @@ TEST_F(UtestGraphPassesFoldingKernelFillKernel, FillDimsHaveNegativeNumber) {
 
   op_desc_ptr->AddInputDesc(dims_tensor_desc);
   op_desc_ptr->AddInputDesc(value_tensor_desc);
+  op_desc_ptr->AddOutputDesc(dims_tensor_desc);
 
   std::vector<ge::ConstGeTensorPtr> input = {dim_tensor, value_tensor};
   std::vector<GeTensorPtr> outputs;
@@ -284,6 +287,7 @@ TEST_F(UtestGraphPassesFoldingKernelFillKernel, FillDimsTypeNotSupport) {
 
   op_desc_ptr->AddInputDesc(dims_tensor_desc);
   op_desc_ptr->AddInputDesc(value_tensor_desc);
+  op_desc_ptr->AddOutputDesc(dims_tensor_desc);
 
   std::vector<ge::ConstGeTensorPtr> input = {dim_tensor, value_tensor};
   std::vector<GeTensorPtr> outputs;
@@ -310,6 +314,7 @@ TEST_F(UtestGraphPassesFoldingKernelFillKernel, FillDimsOverflow) {
 
   op_desc_ptr->AddInputDesc(dims_tensor_desc);
   op_desc_ptr->AddInputDesc(value_tensor_desc);
+  op_desc_ptr->AddOutputDesc(dims_tensor_desc);
 
   std::vector<ge::ConstGeTensorPtr> input = {dim_tensor, value_tensor};
   std::vector<GeTensorPtr> outputs;
@@ -336,6 +341,7 @@ TEST_F(UtestGraphPassesFoldingKernelFillKernel, FillDimsMulDataTypeOverflow) {
 
   op_desc_ptr->AddInputDesc(dims_tensor_desc);
   op_desc_ptr->AddInputDesc(value_tensor_desc);
+  op_desc_ptr->AddOutputDesc(dims_tensor_desc);
 
   std::vector<ge::ConstGeTensorPtr> input = {dim_tensor, value_tensor};
   std::vector<GeTensorPtr> outputs;
@@ -343,3 +349,33 @@ TEST_F(UtestGraphPassesFoldingKernelFillKernel, FillDimsMulDataTypeOverflow) {
 
   EXPECT_EQ(PARAM_INVALID, status);
 }
+
+TEST_F(UtestGraphPassesFoldingKernelFillKernel, OutputdescUnknown) {
+  ge::OpDescPtr op_dims = std::make_shared<ge::OpDesc>();
+  vector <int64_t> dims_vec = {2};
+  vector <int32_t> dims_value_vec = {2, 3};
+  GeTensorDesc dims_tensor_desc(GeShape(dims_vec), FORMAT_NCHW, DT_INT32);
+  GeTensorPtr dim_tensor = std::make_shared<GeTensor>(dims_tensor_desc, (uint8_t *) dims_value_vec.data(),
+                                                      dims_value_vec.size() * sizeof(int32_t));
+  OpDescUtils::SetWeights(op_dims, dim_tensor);
+
+  ge::OpDescPtr op_value = std::make_shared<ge::OpDesc>();
+  vector <uint8_t> data_vec = {1};
+  GeTensorDesc value_tensor_desc(GeShape(), FORMAT_NCHW, DT_BOOL);
+  GeTensorPtr value_tensor =
+          std::make_shared<GeTensor>(value_tensor_desc, (uint8_t *) data_vec.data(), data_vec.size() * sizeof(bool));
+  OpDescUtils::SetWeights(op_value, value_tensor);
+
+  op_desc_ptr->AddInputDesc(dims_tensor_desc);
+  op_desc_ptr->AddInputDesc(value_tensor_desc);
+
+  vector <int64_t> out_vec = {-1, -1};
+  GeTensorDesc out_tensor_desc(GeShape(out_vec), FORMAT_NCHW, DT_INT32);
+  op_desc_ptr->AddOutputDesc(out_tensor_desc);
+
+  std::vector <ge::ConstGeTensorPtr> input = {dim_tensor, value_tensor};
+  std::vector <GeTensorPtr> outputs;
+  Status status = kernel->Compute(op_desc_ptr, input, outputs);
+
+  EXPECT_EQ(NOT_CHANGED, status);
+}

tests/ut/ge/graph/passes/folding_kernel/ssd_prior_box_kernel_unittest.cc

@@ -46,7 +46,7 @@ class UtestGraphPassesFoldingKernelSsdPriorboxKernel : public testing::Test {
 ///  convolution   data
 ///        |     /
 ///       ssdpriorbox
-///          \
+///          \.
 ///        reshape
 class NodeBuilder {
  public:

tests/ut/ge/graph/passes/fuse_data_nodes_with_common_input_pass_unittest.cc

@@ -120,7 +120,7 @@ TEST_F(UtestFuseDataNodesWithCommonInputPass, graph_with_subgraph1) {
 
 /// graph with subgraph
 ///            const
-///          /       \
+///          /       \.
 ///        cast1  cast1
 ///          \      /
 ///             case

tests/ut/ge/graph/passes/mark_force_unknown_for_cond_pass_unittest.cc

@@ -69,62 +69,100 @@ static NodePtr CreateNode(ComputeGraph &graph, const string &name, const string
   return graph.AddNode(op_desc);
 }
 
-static void CreateLoopGraph(ComputeGraphPtr &graph, NodePtr &merge) {
+static void CreateLoopGraph(ComputeGraphPtr &graph, NodePtr &merge, vector<NodePtr> &loop, vector<NodePtr> &cond) {
 /*******************************************************************************
- *      Exit         Identify
- *        \         /       \.
- *         \       /         \.
- *          Switch           Add
- *         /     |            |
- *        /      |            |
- *       /       |            |
- *  LoopCond     |            |
- *      \        |            |
- *       \       |            |
- *        \      |            |
- *       Less    |            |
- *          \    |       NextIteration
- *           \   |            |
- *            \  |            |
- *            Merge <---------|
- *              |
- *              |
- *            Enter
+ *                                     |
+ *            +--------------------- Merge ----------------------+
+ *           /                                                   |
+ *          /                                                    |
+ *         /                                                     |
+ *        /                                                      |
+ *      Exit         Identify                                    |
+ *        \         /       \.                                   |
+ *         \       /         \.                                  |
+ *          Switch           Add                                Add
+ *         /     |            |                                  |
+ *        /      |            |                                  |
+ *       /       |            |                                  |
+ *  LoopCond     |            |                                  |
+ *      \        |            |                                  |
+ *       \       |            |                                  |
+ *        \      |            |                                  |
+ *       Less    |            |                                  |
+ *          \    |       NextIteration                           |
+ *           \   |            |                                  |
+ *            \  |            |                                  |
+ *            Merge <---------|                                  |
+ *              |                                                |
+ *              |                                                |
+ *            Enter                                              |
+ *              \                                                |
+ *               \                                               |
+ *               Switch                                       Switch
+ *                  |                                            |
+ *                  +-----------------Equal----------------------+
+ *                                      |
  ******************************************************************************/
-  auto data1 = CreateNode(*graph, "data", DATA, 1, 1);
+  auto data1 = CreateNode(*graph, "data1", DATA, 1, 1);
+  auto data2 = CreateNode(*graph, "data2", DATA, 1, 1);
+
+  auto equal1 = CreateNode(*graph, "equal1", EQUAL, 2, 1);
+  auto switch1 = CreateNode(*graph, "switch1", SWITCH, 2, 2);
+  auto switch2 = CreateNode(*graph, "switch2", SWITCH, 2, 2);
+
   auto enter1 = CreateNode(*graph, "enter", ENTER, 1, 1);
-  auto merge1 = CreateNode(*graph, "merge", MERGE, 2, 2);
-  auto less1 = CreateNode(*graph, "less", LESS, 2, 1);
+  auto merge1 = CreateNode(*graph, "merge1", MERGE, 2, 2);
+  auto less1 = CreateNode(*graph, "less1", LESS, 2, 1);
   auto loop1 = CreateNode(*graph, "loopcond", LOOPCOND, 1, 1);
-  auto switch1 = CreateNode(*graph, "switch", SWITCH, 2, 2);
+  auto switch3 = CreateNode(*graph, "switch3", SWITCH, 2, 2);
   auto ident1 = CreateNode(*graph, "identity", IDENTITY, 1, 1);
-  auto add1 = CreateNode(*graph, "add", ADD, 2, 1);
+  auto add1 = CreateNode(*graph, "add1", ADD, 2, 1);
   auto next1 = CreateNode(*graph, "next", NEXTITERATION, 1, 1);
   auto exit1 = CreateNode(*graph, "exit", EXIT, 1, 1);
-  auto value0 = CreateNode(*graph, "const", CONSTANT, 0, 1);
-  auto value1 = CreateNode(*graph, "const", CONSTANT, 0, 1);
+  auto value1 = CreateNode(*graph, "const1", CONSTANT, 0, 1);
+
+  auto value2 = CreateNode(*graph, "const2", CONSTANT, 0, 1);
+  auto add2 = CreateNode(*graph, "add2", ADD, 2, 1);
+  auto merge2 = CreateNode(*graph, "merge2", MERGE, 2, 2);
   auto output1 = CreateNode(*graph, "net_output", NETOUTPUT, 1, 1);
 
-  GraphUtils::AddEdge(data1->GetOutDataAnchor(0), enter1->GetInDataAnchor(0));
+  GraphUtils::AddEdge(data1->GetOutDataAnchor(0), equal1->GetInDataAnchor(0));
+  GraphUtils::AddEdge(data2->GetOutDataAnchor(0), equal1->GetInDataAnchor(1));
+  GraphUtils::AddEdge(data1->GetOutDataAnchor(0), switch1->GetInDataAnchor(0));
+  GraphUtils::AddEdge(data2->GetOutDataAnchor(0), switch2->GetInDataAnchor(0));
+  GraphUtils::AddEdge(equal1->GetOutDataAnchor(0), switch1->GetInDataAnchor(1));
+  GraphUtils::AddEdge(equal1->GetOutDataAnchor(0), switch2->GetInDataAnchor(1));
+  cond.emplace_back(switch1);
+  cond.emplace_back(switch2);
+
+  GraphUtils::AddEdge(switch1->GetOutDataAnchor(0), enter1->GetInDataAnchor(0));  // false
   GraphUtils::AddEdge(enter1->GetOutDataAnchor(0), merge1->GetInDataAnchor(0));
   GraphUtils::AddEdge(merge1->GetOutDataAnchor(0), less1->GetInDataAnchor(0));
   GraphUtils::AddEdge(value1->GetOutDataAnchor(0), less1->GetInDataAnchor(1));
   GraphUtils::AddEdge(less1->GetOutDataAnchor(0), loop1->GetInDataAnchor(0));
 
-  GraphUtils::AddEdge(loop1->GetOutDataAnchor(0), switch1->GetInDataAnchor(0));
-  GraphUtils::AddEdge(merge1->GetOutDataAnchor(0), switch1->GetInDataAnchor(1));
+  GraphUtils::AddEdge(loop1->GetOutDataAnchor(0), switch3->GetInDataAnchor(0));
+  GraphUtils::AddEdge(merge1->GetOutDataAnchor(0), switch3->GetInDataAnchor(1));
+  loop.emplace_back(merge1);
 
-  GraphUtils::AddEdge(switch1->GetOutDataAnchor(0), exit1->GetInDataAnchor(0));
-  GraphUtils::AddEdge(switch1->GetOutDataAnchor(1), ident1->GetInDataAnchor(0));
+  GraphUtils::AddEdge(switch3->GetOutDataAnchor(0), exit1->GetInDataAnchor(0)); // false
+  GraphUtils::AddEdge(switch3->GetOutDataAnchor(1), ident1->GetInDataAnchor(0)); // true
+  loop.emplace_back(switch3);
 
   GraphUtils::AddEdge(ident1->GetOutDataAnchor(0), add1->GetInDataAnchor(0));
   GraphUtils::AddEdge(value1->GetOutDataAnchor(0), add1->GetInDataAnchor(1));
   GraphUtils::AddEdge(add1->GetOutDataAnchor(0), next1->GetInDataAnchor(0));
-
   GraphUtils::AddEdge(next1->GetOutDataAnchor(0), merge1->GetInDataAnchor(1));
-  GraphUtils::AddEdge(exit1->GetOutDataAnchor(0), output1->GetInDataAnchor(0));
 
-  merge = merge1;
+  GraphUtils::AddEdge(switch2->GetOutDataAnchor(1), add2->GetInDataAnchor(1));  // true
+  GraphUtils::AddEdge(value2->GetOutDataAnchor(0), add2->GetInDataAnchor(0));
+
+  GraphUtils::AddEdge(exit1->GetOutDataAnchor(0), merge2->GetInDataAnchor(0));
+  GraphUtils::AddEdge(add2->GetOutDataAnchor(0), merge2->GetInDataAnchor(1));
+  GraphUtils::AddEdge(merge2->GetOutDataAnchor(0), output1->GetInDataAnchor(0));
+
+  cond.emplace_back(merge2);
+  merge = merge2;
 }
 
 static void CreateCondGraph(ComputeGraphPtr &graph, NodePtr &merge) {
@@ -197,12 +235,24 @@ static void CreateCondGraph(ComputeGraphPtr &graph, NodePtr &merge) {
 TEST_F(UtestMarkForceUnknownForCondPass, skip_while_loop_merge) {
   auto graph = std::make_shared<ComputeGraph>("test_graph");
   NodePtr merge;
-  CreateLoopGraph(graph, merge);
-
-  AttrUtils::SetBool(merge->GetOpDesc(), ATTR_NAME_FORCE_UNKNOWN_SHAPE, true);
+  vector<NodePtr> loop;
+  vector<NodePtr> cond;
+  CreateLoopGraph(graph, merge, loop, cond);
 
   MarkForceUnknownForCondPass mark_force_unknown_pass;
   EXPECT_EQ(mark_force_unknown_pass.Run(graph), SUCCESS);   // skip LoopCond
+
+  EXPECT_EQ(loop.size(), 2);
+  for (const auto &node : loop) {
+    EXPECT_FALSE(node->GetOpDesc()->HasAttr(ATTR_NAME_CONTROL_FLOW_GROUP));
+  }
+
+  EXPECT_EQ(cond.size(), 3);
+  for (const auto &node : cond) {
+    int64_t group_index = -1;
+    EXPECT_TRUE(AttrUtils::GetInt(node->GetOpDesc(), ATTR_NAME_CONTROL_FLOW_GROUP, group_index));
+    EXPECT_EQ(group_index, merge->GetOpDesc()->GetId());
+  }
 }
 
 TEST_F(UtestMarkForceUnknownForCondPass, skip_known_shape_merge) {

tests/ut/ge/graph/passes/merge_pass_unittest.cc

@@ -110,8 +110,8 @@ TEST_F(UtestGraphPassesMergePass, multiple_inputs) {
 }
 
 ///      Merge
-///        |  \
-///        |   \
+///        |  \.
+///        |   \.
 ///  Op1  Op2 Merge2
 ///   \    |    |
 ///    \   |   Op3
@@ -137,10 +137,10 @@ TEST_F(UtestGraphPassesMergePass, empty_input_cut_branch_meet_net_output_with_da
 }
 
 ///      Merge
-///        |  \
-///        |   \
+///        |  \.
+///        |   \.
 ///  Op1  Op2 Merge2
-///   \    |    |   \
+///   \    |    |   \.
 ///    \   |   Op3
 ///     \  |    :
 ///     NetOutput
@@ -165,8 +165,8 @@ TEST_F(UtestGraphPassesMergePass, empty_input_cut_branch_meet_net_output_with_co
 
 TEST_F(UtestGraphPassesMergePass, empty_input_cut_branch) {
   ///      Merge
-  ///        |  \
-  ///        |   \
+  ///        |  \.
+  ///        |   \.
   ///  Op1  Op2 Merge2
   ///   \    |    |
   ///    \   |   Op3
@@ -210,7 +210,7 @@ TEST_F(UtestGraphPassesMergePass, empty_input_cut_branch) {
   ///  Op1  Op2 Merge2
   ///   \         |
   ///    \       Op3
-  ///     \
+  ///     \.
   ///      Merge3
 
   ret = pass_.Run(merge_node2);
@@ -224,7 +224,7 @@ TEST_F(UtestGraphPassesMergePass, single_non_const_input) {
   ///      Op1
   ///       |
   ///     Merge
-  ///      / \
+  ///      / \.
   ///    Op2 Op3
   auto merge_node = NewNode("Merge", MERGE, 1, 2);
   auto node1 = NewNode("Op1", RELU, 1, 1);
@@ -253,7 +253,7 @@ TEST_F(UtestGraphPassesMergePass, single_const_input) {
   ///     Const
   ///       |
   ///     Merge    Pass      Const
-  ///      / \     ===>      /   \
+  ///      / \     ===>      /   \.
   ///    Op1 Op2           Op1   Op2
   auto merge_node = NewNode("Merge", MERGE, 1, 2);
   auto const_node = NewNode("Const", CONSTANT, 1, 1);
@@ -284,7 +284,7 @@ TEST_F(UtestGraphPassesMergePass, single_const_input_value_index_two_out_nodes)
   ///     /    |       ===>      /   \(control anchor)
   ///  Op1    | \              Op1   Constant
   ///        Op2 Op3                     |
-  ///                                  /   \
+  ///                                  /   \.
   ///                                Op2   Op3
   auto merge_node = NewNode("Merge", MERGE, 1, 2);
   auto const_node = NewNode("Const", CONSTANT, 1, 1);
@@ -329,7 +329,7 @@ TEST_F(UtestGraphPassesMergePass, single_const_input_value_index_two_out_nodes1)
   ///     /    |       ===>      /   \(control anchor)
   ///  Op1    | \              Op1   Constant
   ///        Op2 Op3                     |
-  ///                                  /   \
+  ///                                  /   \.
   ///                                Op2   Op3
   auto merge_node = NewNode("Merge", MERGE, 1, 2);
   auto const_node = NewNode("Const", CONSTANT, 1, 1);
@@ -357,7 +357,7 @@ TEST_F(UtestGraphPassesMergePass, const_with_control_input) {
   ///       C
   ///       |
   ///     Merge
-  ///      / \
+  ///      / \.
   ///    Op1 Op2
   auto switch_node = NewNode("Switch", SWITCH, 1, 2);
   auto identity_node = NewNode("Identity", SWITCH, 1, 1);
@@ -381,7 +381,7 @@ TEST_F(UtestGraphPassesMergePass, const_with_control_input) {
   ///       .
   ///       .
   ///       C
-  ///      / \
+  ///      / \.
   ///    Op1  Op2
   auto ret = pass_.Run(merge_node);
   EXPECT_EQ(ret, SUCCESS);

tests/ut/ge/graph/passes/parallel_group_pass_unittest.cc

@@ -19,7 +19,8 @@
 #include <string>
 
 #define private public
-
+#include "inc/graph/ge_local_context.h"
+#include "inc/external/ge/ge_api_types.h"
 #include "common/ge_inner_error_codes.h"
 #include "inc/pass_manager.h"
 #include "utils/graph_utils.h"
@@ -66,11 +67,11 @@ class UtestGraphPassesParallelGgroupPass : public testing::Test {
 
   void BuildDefaultGraph() {
     ///          input
-    ///            \
+    ///            \.
     ///           sqrt pred
     ///              \  /
     ///              cast
-    ///              /  \
+    ///              /  \.
     ///       switch_t  switch_f
     ///              |  |
     ///              F  T
@@ -118,13 +119,13 @@ class UtestGraphPassesParallelGgroupPass : public testing::Test {
 
   void BuildDefaultGraph1() {
     ///          input
-    ///            \
+    ///            \.
     ///           sqrt  pred
     ///              \  /
     ///             Switch
     ///              |  |
     ///          ----F  T----
-    ///          \   | /     \
+    ///          \   | /     \.
     ///           \  Merge1 Merge2
     ///            \_________|
     input_node_ = NewNode("input", RELU, 0, 1);
@@ -164,14 +165,14 @@ class UtestGraphPassesParallelGgroupPass : public testing::Test {
 
   void BuildDefaultGraph2() {
     ///          input      input1
-    ///            \           \
+    ///            \           \.
     ///           sqrt  pred sqrt1  pred1
     ///              \  /       \  /
     ///             Switch     Switch1
     ///              |  |  _______|
     ///              |  | /
     ///          ____F  T____
-    ///          \   | /     \
+    ///          \   | /     \.
     ///           \  Merge1 Merge2
     ///            \__________|
     input_node_ = NewNode("input", RELU, 0, 2);
@@ -225,6 +226,70 @@ class UtestGraphPassesParallelGgroupPass : public testing::Test {
     output_true_node_->GetOpDesc()->SetIsInputConst({false});
   }
 
+  void BuildDefaultGraph3() {
+    ///          input
+    ///            \
+    ///           sqrt  pred
+    ///              \  /
+    ///             Switch
+    ///              |  |
+    ///              F  T ------
+    ///             / \_/_      \
+    ///            /   /  \      \
+    ///          Merge    sqrt2  sqrt3
+    ///           /         \      \
+    ///         sqrt1        \     relu
+    ///                       \     \
+    ///                        \     sqrt4
+    ///                         \     /
+    ///                          Merge1
+    input_node_ = NewNode("input", RELU, 0, 1);
+    AttrUtils::SetStr(input_node_->GetOpDesc(), ATTR_NAME_PARALLEL_GROUP, "1");
+    pred_node_ = NewNode("pred", GREATER, 2, 1);
+    sqrt_node_ = NewNode("sqrt", SQRT, 1, 1);
+    cast_node_ = NewNode("cast", CAST, 2, 2);
+
+    switch_node_t = NewNode("switch_t", STREAMSWITCH, 1, 1);
+    AttrUtils::SetBool(switch_node_t->GetOpDesc(), ATTR_NAME_SWITCH_TRUE_BRANCH_FLAG, true);
+    switch_node_f = NewNode("switch_f", STREAMSWITCH, 1, 1);
+    AttrUtils::SetBool(switch_node_f->GetOpDesc(), ATTR_NAME_SWITCH_TRUE_BRANCH_FLAG, false);
+    output_false_node_ = NewNode("false_output", RELU, 1, 2);
+    AttrUtils::SetStr(output_false_node_->GetOpDesc(), ATTR_NAME_PARALLEL_GROUP, "1");
+    output_true_node_ = NewNode("true_output", RELU, 1, 2);
+    AttrUtils::SetStr(output_true_node_->GetOpDesc(), ATTR_NAME_PARALLEL_GROUP, "1");
+    merge_node_ = NewNode("merge", STREAMMERGE, 2, 1);
+    sqrt_node1_ = NewNode("sqrt1", SQRT, 1, 1);
+    AttrUtils::SetStr(sqrt_node1_->GetOpDesc(), ATTR_NAME_PARALLEL_GROUP, "1");
+    sqrt_node2_ = NewNode("sqrt2", SQRT, 1, 1);
+    AttrUtils::SetStr(sqrt_node2_->GetOpDesc(), ATTR_NAME_PARALLEL_GROUP, "1");
+    sqrt_node3_ = NewNode("sqrt3", SQRT, 1, 1);
+    relu_node_ = NewNode("relu", RELU, 1, 1);
+    sqrt_node4_ = NewNode("sqrt4", SQRT, 1, 1);
+    AttrUtils::SetStr(sqrt_node4_->GetOpDesc(), ATTR_NAME_PARALLEL_GROUP, "1");
+    merge_node1_ = NewNode("merge1", STREAMMERGE, 2, 1);
+
+    GraphUtils::AddEdge(input_node_->GetOutDataAnchor(0), sqrt_node_->GetInDataAnchor(0));
+    GraphUtils::AddEdge(pred_node_->GetOutDataAnchor(0), cast_node_->GetInDataAnchor(0));
+    GraphUtils::AddEdge(sqrt_node_->GetOutDataAnchor(0), cast_node_->GetInDataAnchor(1));
+    GraphUtils::AddEdge(cast_node_->GetOutDataAnchor(0), switch_node_t->GetInDataAnchor(0));
+    GraphUtils::AddEdge(cast_node_->GetOutDataAnchor(1), switch_node_f->GetInDataAnchor(0));
+    GraphUtils::AddEdge(switch_node_f->GetOutDataAnchor(0), output_false_node_->GetInDataAnchor(0));
+    GraphUtils::AddEdge(switch_node_t->GetOutDataAnchor(0), output_true_node_->GetInDataAnchor(0));
+
+    GraphUtils::AddEdge(output_false_node_->GetOutDataAnchor(0), merge_node_->GetInDataAnchor(0));
+    GraphUtils::AddEdge(output_true_node_->GetOutDataAnchor(0), merge_node_->GetInDataAnchor(1));
+    GraphUtils::AddEdge(output_false_node_->GetOutDataAnchor(1), sqrt_node2_->GetInDataAnchor(0));
+    GraphUtils::AddEdge(output_true_node_->GetOutDataAnchor(1), sqrt_node3_->GetInDataAnchor(0));
+
+    GraphUtils::AddEdge(merge_node_->GetOutDataAnchor(0), sqrt_node1_->GetInDataAnchor(0));
+    GraphUtils::AddEdge(sqrt_node3_->GetOutDataAnchor(0), relu_node_->GetInDataAnchor(0));
+    GraphUtils::AddEdge(relu_node_->GetOutDataAnchor(0), sqrt_node4_->GetInDataAnchor(0));
+    GraphUtils::AddEdge(sqrt_node2_->GetOutDataAnchor(0), merge_node1_->GetInDataAnchor(0));
+    GraphUtils::AddEdge(sqrt_node4_->GetOutDataAnchor(0), merge_node1_->GetInDataAnchor(1));
+    output_false_node_->GetOpDesc()->SetIsInputConst({false});
+    output_true_node_->GetOpDesc()->SetIsInputConst({false});
+  }
+
   ComputeGraphPtr graph_;
   ComputeGraphPtr sub_graph_;
   GeTensorDescPtr default_tensor_desc_;
@@ -235,6 +300,9 @@ class UtestGraphPassesParallelGgroupPass : public testing::Test {
   NodePtr cast_node1_;
   NodePtr sqrt_node_;
   NodePtr sqrt_node1_;
+  NodePtr sqrt_node2_;
+  NodePtr sqrt_node3_;
+  NodePtr sqrt_node4_;
   NodePtr input_node_;
   NodePtr input_node1_;
   NodePtr switch_node_t;
@@ -278,6 +346,16 @@ TEST_F(UtestGraphPassesParallelGgroupPass, normal_graph2) {
   EXPECT_EQ(true, input_node1_->GetOutControlAnchor()->IsLinkedWith(cast_node1_->GetInControlAnchor()));
 }
 
+TEST_F(UtestGraphPassesParallelGgroupPass, normal_graph3) {
+  std::map<std::string, std::string> options;
+  options.emplace(OPTION_GRAPH_RUN_MODE, "1");
+  GetThreadLocalContext().SetGraphOption(options);
+  BuildDefaultGraph3();
+  auto ret = pass_.Run(graph_);
+  EXPECT_EQ(ret, GRAPH_SUCCESS);
+  EXPECT_EQ(true, merge_node1_->GetOutControlAnchor()->IsLinkedWith(sqrt_node1_->GetInControlAnchor()));
+}
+
 TEST_F(UtestGraphPassesParallelGgroupPass, normal_subgraph) {
   BuildDefaultGraph1();
   NodePtr input_node1 = NewNode("input1", RELU, 0, 1, true);

tests/ut/ge/graph/passes/reshape_recovery_pass_unittest.cc

@@ -31,9 +31,9 @@ class UtestReshapeRecoveryPass : public testing::Test {
 
 namespace {
 ///    netoutput1
-///     |        \
-///transdata1    \
-///    |          \
+///     |       \.
+///transdata1    \.
+///    |          \.
 ///    |   transdata2
 ///    |        /
 ///   var1   const1

tests/ut/ge/graph/passes/reshape_remove_pass_unittest.cc

@@ -35,7 +35,7 @@ namespace {
 /// transdata1
 ///    |
 ///  reshape1
-///    |     \
+///    |     \.
 ///   var1   const1
 ut::GraphBuilder Graph1Builder() {
   ut::GraphBuilder builder = ut::GraphBuilder("g1");
@@ -55,11 +55,11 @@ ut::GraphBuilder Graph1Builder() {
 }
 
 ///    netoutput1
-///     |        \
-///transdata1    \
-///    |          \
+///     |       \.
+///transdata1    \.
+///    |          \.
 ///  reshape1    reshape2
-///    |     \    /    \
+///    |     \    /    \.
 ///   var1   const1   var2
 ut::GraphBuilder Graph2Builder() {
   ut::GraphBuilder builder = ut::GraphBuilder("g2");
@@ -83,9 +83,9 @@ ut::GraphBuilder Graph2Builder() {
 }
 
 ///    netoutput1
-///     |        \
-///transdata1    \
-///    |          \
+///     |       \.
+///transdata1    \.
+///    |          \.
 ///  reshape1    transdata2
 ///    |     \    /
 ///   var1   const1

tests/ut/ge/graph/passes/resource_pair_control_pass_unittest.cc

@@ -34,7 +34,7 @@ class UtestResourcePairControlPass : public testing::Test {
 
 namespace {
 /// netoutput1
-///    |     \
+///    |     \.
 /// StackPush  StackPop
 ///    |      |
 ///   var1   const1

tests/ut/ge/graph/passes/switch_logic_remove_pass_unittest.cc

@@ -63,9 +63,9 @@ ComputeGraphPtr BuildGraph1() {
 ///       netoutput1
 ///           |
 ///         merge1
-///        /     \
+///        /     \.
 ///      /      add1
-///    /        F|   \
+///    /        F|   \.
 /// addn1    swtich2    var3
 ///   \F   T/   |
 ///   switch1  |
@@ -101,9 +101,9 @@ ComputeGraphPtr BuildGraph2() {
 ///     add1
 ///    /   \T
 /// var3    swtich2
-///       T/    \
-///   switch1    \
-///  /       \    \
+///       T/    \.
+///   switch1    \.
+///  /       \    \.
 /// var1     var2  var4
 ComputeGraphPtr BuildGraph3() {
   auto builder = ut::GraphBuilder("g3");
@@ -129,7 +129,7 @@ ComputeGraphPtr BuildGraph3() {
 ///       netoutput1
 ///          |
 ///        merge1
-///        /    \
+///        /    \.
 ///     add1     addn1
 ///    /   \T   F/
 /// var3    swtich2

tests/ut/ge/graph/passes/trans_op_breadth_fusion_pass_unittest.cc

@@ -402,7 +402,7 @@ TEST_F(UtestGraphPassesTransOpBreadthFusionPass, test_multi_anchor_case) {
 }
 
 ///           ----> netoutput1
-///         /        |       \
+///         /        |       \.
 /// transdata1    transdata2  transdata3
 ///          \   /             |
 ///           var1--------------
@@ -432,7 +432,7 @@ static ComputeGraphPtr BuildGraph1() {
 }
 
 ///           --------->   netoutput1
-///         /              |       \
+///         /              |       \.
 /// transdata1  transdata2(l1)  transdata3(l1)
 ///          \   /                  |
 ///           var1------------------

tests/ut/ge/graph/passes/trans_op_depth_fusion_pass_unittest.cc

@@ -456,19 +456,19 @@ TEST_F(UtestGraphPassesTransOpDepthFusionPass, test_transop_with_multi_out_edge)
   ///                     -->transpose1               -->transpose3-->sinh2
   ///                    |            \             /
   ///                    |             -->transpose2
-  ///                    |                          \
+  ///                    |                          \.
   ///                   /                            -->cast3-->cast4-->sinh3
   ///                  /
   ///                 /               -->transpose4-->transpose5-->sinh4
   ///                /               /
   ///  Node4D-->Cast1-->Cast2-->Cast5 -->reshape2-->sinh5
-  ///                \               \
+  ///                \               \.
   ///                 \               -->sinh6
-  ///                  \
+  ///                  \.
   ///                   \            -->transpose6-->transpose7-->sinh9
   ///                    \          /
   ///                     -->reshape-->cast6-->cast7-->sinh8
-  ///                              \
+  ///                              \.
   ///                                -->sinh7
 
   ///     after optimized graph
@@ -479,15 +479,15 @@ TEST_F(UtestGraphPassesTransOpDepthFusionPass, test_transop_with_multi_out_edge)
   ///          /       /-->transpose3-->sinh2
   ///          -->Cast1
   ///         /        \-->sinh7
-  ///        /          \
+  ///        /          \.
   ///       /            -->sinh9
   ///  Node4D
   ///       \         -->sinh4
   ///        \       /
   ///         -->Cast5-->sinh5
-  ///         \      \
+  ///         \      \.
   ///          \      -->sinh6
-  ///           \
+  ///           \.
   ///            -->Cast7-->sinh8
   ge::ComputeGraphPtr graph = std::make_shared<ComputeGraph>("test");
 

tests/ut/ge/graph/passes/transop_nearby_allreduce_fusion_pass_unittest.cc

@@ -180,7 +180,7 @@ ComputeGraphPtr GetGraph7(size_t symmetric_transdata_num, size_t asymmetric_tran
   ///     TransData   TransData     ...       MatMul      ...
   ///          \         |           /       /           /
   ///                HcomAllReduce
-  ///          /         |           \       \           \
+  ///          /         |           \       \           \.
  ///     TransData   TransData     ...       RealDiv     ...
   ComputeGraphPtr graph = std::make_shared<ComputeGraph>("test");
   NodePtr allreduce =
@@ -340,7 +340,7 @@ TEST(UtestTransopNearbyAllreduceFusionPass, test7_all_reduce_with_multiple_trans
   ///    TransData   TransData     ...       MatMul      ...
   ///        \         |           /       /           /
   ///              HcomAllReduce
-  ///         /         |           \       \           \
+  ///         /         |           \       \           \.
   ///    TransData   TransData     ...       RealDiv     ...
   size_t symmetric_transdata_num = 20;
   size_t asymmetric_transdata_num = 20;

tests/ut/ge/graph/passes/variable_op_pass_unittest.cc

@@ -66,7 +66,7 @@ namespace {
 ///     transdata2
 ///         |
 ///       assign1
-///      /     \
+///      /     \.
 /// transdata1  |
 ///     |       |
 ///  var1     const1

tests/ut/ge/graph/variable_accelerate_ctrl_unittest.cc

@@ -35,8 +35,8 @@ namespace {
 ///       shapeNo1
 ///        |
 ///      addnYes1
-///     /    \
-///   /       \
+///     /    \.
+///   /       \.
 /// const1   const2
 
 ComputeGraphPtr BuildGraph1() {
@@ -57,9 +57,9 @@ ComputeGraphPtr BuildGraph1() {
 
 ///
 ///          netoutput1
-///        /   \      \
-///     add1  assign1   \
-///    /   \  /     \     \
+///        /   \      \.
+///     add1  assign1   \.
+///    /   \  /     \     \.
 /// var1  var2    const1  var3
 
 ComputeGraphPtr BuildGraph2() {

tests/ut/ge/hybrid/executor/hybrid_model_async_executor_unittest.cc

@@ -103,4 +103,32 @@ TEST_F(UtestHybridModelAsyncExecutor, Test_execute) {
   context.callback_manager->callback_queue_.Push(eof_entry);
   ASSERT_EQ(executor.Execute(args), SUCCESS);
 }
+
+TEST_F(UtestHybridModelAsyncExecutor, test_PrepareInputs) {
+  ComputeGraphPtr graph = std::make_shared<ComputeGraph>("test");
+  GeRootModelPtr ge_root_model = make_shared<GeRootModel>(graph);
+  ge_root_model->SetModelName("test_name");
+  GeModelPtr ge_sub_model = make_shared<GeModel>();
+  HybridModel hybrid_model(ge_root_model);
+  HybridModelAsyncExecutor executor(&hybrid_model);
+  GeTensorDescPtr tensor_desc = make_shared<GeTensorDesc>(GeShape({-1, 16, 16, 3}));
+  tensor_desc->SetShapeRange({{1, 256}, {16, 16}, {16, 16}, {3, 3}});
+  executor.input_tensor_desc_.insert({0, tensor_desc});
+  executor.device_id_ = 0;
+  executor.input_sizes_.insert({0, -1});
+  executor.is_input_dynamic_.push_back(true);
+
+  unique_ptr<uint8_t[]> data_buf(new (std::nothrow)uint8_t[3072]);
+  InputData input_data;
+  input_data.blobs.push_back(DataBuffer(data_buf.get(), 3072, false));
+  input_data.shapes.push_back({1, 16, 16, 3});
+  HybridModelExecutor::ExecuteArgs args;
+
+  auto ret = executor.PrepareInputs(input_data, args);
+  ASSERT_EQ(ret, SUCCESS);
+  ASSERT_EQ(args.input_desc[0]->GetShape().ToString(), GeShape({1, 16, 16, 3}).ToString());
+  int64_t tensor_size = 0;
+  TensorUtils::GetSize(*(args.input_desc[0]), tensor_size);
+  ASSERT_EQ(tensor_size, 3104);
+}
 } // namespace ge

tests/ut/ge/hybrid/executor/subgraph_executor_unittest.cc

@@ -249,6 +249,9 @@ TEST_F(UtestSubgraphExecutor, cond_graph_schedule_tasks) {
   graph_context.callback_manager = std::unique_ptr<CallbackManager>(new CallbackManager());
   ASSERT_EQ(graph_context.callback_manager->Init(), SUCCESS);
 
+  auto root_graph = hybrid_model.root_graph_;
+  switch_t = root_graph->FindNode("switch_t");
+  switch_f = root_graph->FindNode("switch_f");
   const auto node_it_t = hybrid_model.node_items_.find(switch_t);
   const auto node_it_f = hybrid_model.node_items_.find(switch_f);
   ASSERT_NE(hybrid_model.node_items_.end(), node_it_t);

tests/ut/ge/hybrid/model/hybrid_model_builder_unittest.cc

@@ -214,11 +214,17 @@ TEST_F(UtestHybridModelBuilder, normal_hybrid_model_build) {
     ASSERT_EQ(it->second->frame_index_, index);
     ASSERT_EQ(it->second->parent_frame_, -1);
   };
-  TestFrameGroup(enter1, control_group_index);
-  TestFrameGroup(active1, control_group_index);
-  TestFrameGroup(active2, control_group_index);
-  TestFrameGroup(active3, control_group_index);
-  TestFrameGroup(output1, -1);
+  auto root_graph = hybrid_model.root_graph_;
+  auto enter1_node = root_graph->FindNode("enter");
+  auto active1_node = root_graph->FindNode("active1");
+  auto active2_node = root_graph->FindNode("active2");
+  auto active3_node = root_graph->FindNode("active3");
+  auto output1_node = root_graph->FindNode("net_output");
+  TestFrameGroup(enter1_node, control_group_index);
+  TestFrameGroup(active1_node, control_group_index);
+  TestFrameGroup(active2_node, control_group_index);
+  TestFrameGroup(active3_node, control_group_index);
+  TestFrameGroup(output1_node, -1);
 
   engine_mapping.clear();
   task_executor.clear();
@@ -373,4 +379,14 @@ TEST_F(UtestHybridModelBuilder, TestInitHcclExecutorOnDemand) {
   NodeExecutorManager::GetInstance().builders_.erase(NodeExecutorManager::ExecutorType::HCCL);
   ASSERT_EQ(HybridModelBuilder::InitHcclExecutorOnDemand(ge_model), SUCCESS);
 }
+
+TEST_F(UtestHybridModelBuilder, copy_graph_success) {
+ComputeGraphPtr graph = std::make_shared<ComputeGraph>("test");
+GeRootModelPtr ge_root_model = make_shared<GeRootModel>(graph);
+HybridModel hybrid_model(ge_root_model);
+HybridModelBuilder hybrid_model_builder(hybrid_model);
+
+Status st = hybrid_model_builder.CopyGraph();
+EXPECT_EQ(st, SUCCESS);
+}
 } // namespace ge

tests/ut/ge/profiling/ge_profiling_manager_unittest.cc

@@ -25,6 +25,7 @@
 #define private public
 #include "common/profiling/profiling_manager.h"
 #include "graph/ge_local_context.h"
+#include "inc/framework/common/profiling/ge_profiling.h"
 #undef protected
 #undef private
 
@@ -115,4 +116,20 @@ TEST_F(UtestGeProfilinganager, get_fp_bp_point_empty) {
   ProfilingManager::Instance().GetFpBpPoint(fp_point, bp_point);
   EXPECT_EQ(fp_point, "");
   EXPECT_EQ(bp_point, "");
-}
+}
+
+TEST_F(UtestGeProfilinganager, set_step_info_success) {
+  uint64_t index_id = 0;
+  auto stream = (rtStream_t)0x1;
+  Status ret = ProfSetStepInfo(index_id, 0, stream);
+  EXPECT_EQ(ret, ge::SUCCESS);
+  ret = ProfSetStepInfo(index_id, 1, stream);
+  EXPECT_EQ(ret, ge::SUCCESS);
+}
+
+TEST_F(UtestGeProfilinganager, set_step_info_failed) {
+  uint64_t index_id = 0;
+  auto stream = (rtStream_t)0x1;
+  Status ret = ProfSetStepInfo(index_id, 1, stream);
+  EXPECT_EQ(ret, ge::FAILED);
+}