add for optune dynamic shape support

ge/generator/ge_generator.cc

@@ -917,6 +917,15 @@ Status GeGenerator::Impl::BuildModel(const Graph &graph, const vector<GeTensor>
 
   static std::atomic<uint64_t> atomic_session_id(0);
   auto session_id = atomic_session_id.fetch_add(1);
+  // This is a temporary add for graph with variable
+  auto version = static_cast<int32_t>(SessionVersion::ClOUD_VERSION);
+  const int DEFAULT_DEVICE_ID = 0;
+  const int DEFAULT_JOB_ID= 0;
+  ret = VarManager::Instance(session_id)->Init(version, session_id, DEFAULT_DEVICE_ID, DEFAULT_JOB_ID);
+  GELOGI("Start init var instance, session_id %lu", session_id);
+  if (ret != SUCCESS) {
+    GELOGE(ret, "Failed init var instance, session_id %lu", session_id);
+  }
   if (is_singleop_unregistered_) {
     ret = graph_manager_.BuildGraphForUnregisteredOp(graph_id, inputs, ge_root_model, session_id);
   } else {

ge/graph/manager/graph_manager.cc

@@ -359,7 +359,10 @@ Status GraphManager::AddGraph(const GraphId &graph_id, const Graph &graph,
   std::shared_ptr<Graph> graph_ptr = MakeShared<ge::Graph>(graph);
   GE_IF_BOOL_EXEC(graph_ptr == nullptr, GELOGE(FAILED, "GraphPtr make shared failed");
                   return FAILED);
-
+  // update option about tuning graph
+  ParseOption(options, BUILD_MODE, options_.build_mode);
+  ParseOption(options, BUILD_STEP, options_.build_step);
+  ParseOption(options, TUNING_PATH, options_.tuning_path);
   graph_node->SetGraph(graph_ptr);
   graph_node->SetOptions(options);
   AddGraphNode(graph_id, graph_node);
@@ -433,6 +436,10 @@ Status GraphManager::AddGraphWithCopy(const GraphId &graph_id, const Graph &grap
     GELOGE(FAILED, "GraphPtr make shared failed");
     return FAILED;
   }
+  // update option about tuning graph
+  ParseOption(options, BUILD_MODE, options_.build_mode);
+  ParseOption(options, BUILD_STEP, options_.build_step);
+  ParseOption(options, TUNING_PATH, options_.tuning_path);
 
   graph_node->SetGraph(graph_ptr);
   graph_node->SetOptions(options);
@@ -1466,6 +1473,10 @@ Status GraphManager::ParseOptions(const std::map<std::string, std::string> &opti
   GE_IF_BOOL_EXEC(ret != SUCCESS,
                   GELOGE(GE_GRAPH_OPTIONS_INVALID, "Key:ge.compressFlag value is invalid, must be 0 or 1.");
                   return GE_GRAPH_OPTIONS_INVALID);
+  // Set Build model and step
+  ParseOption(options, BUILD_MODE, options_.build_mode);
+  ParseOption(options, BUILD_STEP, options_.build_step);
+  ParseOption(options, BUILD_STEP, options_.tuning_path);
 
   // ge.graphType.
   options_.run_graph_flag = true;
@@ -1514,10 +1525,6 @@ Status GraphManager::ParseOptions(const std::map<std::string, std::string> &opti
   GELOGD("Dynamic dims params: input shape is %s, dynamic dims is %s, dynamic node type is %d",
          options_.input_shape.c_str(), options_.dynamic_dims.c_str(), options_.dynamic_node_type);
 
-  // Set Build model and step
-  ParseOption(options, BUILD_MODE, options_.build_mode);
-  ParseOption(options, BUILD_STEP, options_.build_step);
-
   return SUCCESS;
 }
 
@@ -1549,6 +1556,7 @@ void GraphManager::ParseOption(const std::map<std::string, std::string> &options
                                std::string &option) {
   auto iter = options.find(key);
   if (iter != options.end()) {
+    GELOGD("Set option %s from value %s to value%s", key.c_str(), option.c_str(), iter->second.c_str());
     option = iter->second;
   }
 }
@@ -3132,6 +3140,21 @@ Status GraphManager::ConvertGraphToFile(ComputeGraphPtr &compute_graph, GraphPar
       non_tuning_subgraphs.push_back(sub_graph_tmp);
     }
   }
+  // for function graphs to tune
+  for (auto &function_graph : compute_graph->GetAllSubgraphs()) {
+    auto subgraph_list = sub_graph_map[function_graph];
+    for (const auto &sub_graph_info_ptr : subgraph_list) {
+      GE_CHECK_NOTNULL(sub_graph_info_ptr);
+      ComputeGraphPtr sub_graph_tmp = sub_graph_info_ptr->GetSubGraph();
+      // need to tuning
+      if (sub_graph_info_ptr->GetEngineName() == kVectorEngine ||
+          sub_graph_info_ptr->GetEngineName() == kAIcoreEngine) {
+        tuning_subgraphs.push_back(sub_graph_tmp);
+      } else {
+        non_tuning_subgraphs.push_back(sub_graph_tmp);
+      }
+    }
+  }
   return TuningUtils::ConvertGraphToFile(tuning_subgraphs, non_tuning_subgraphs, exe_flag, path);
 }
 

ge/graph/manager/graph_manager_utils.h

@@ -249,6 +249,7 @@ struct GraphManagerOptions {
   std::string save_original_model;
   std::string build_mode;
   std::string build_step;
+  std::string tuning_path;
   std::string input_shape;
   std::string dynamic_dims;
   int32_t dynamic_node_type = -1;
@@ -275,7 +276,8 @@ struct GraphManagerOptions {
         is_single_op(false),
         save_original_model("false"),
         build_mode(""),
-        build_step("") {}
+        build_step(""),
+        tuning_path(""){}
 };
 }  // namespace ge
 

ge/graph/manager/graph_var_manager.cc

@@ -347,14 +347,18 @@ ge::Status VarManager::Init(const uint32_t &version, const uint64_t &session_id,
                             const uint64_t &job_id) {
   std::lock_guard<std::recursive_mutex> lock(mutex_);
   GELOGI("VarManager::Init, session id = %lu.", session_id);
-  version_ = version;
-  device_id_ = device_id;
-  session_id_ = session_id;
-  job_id_ = job_id;
-  var_resource_ = std::unique_ptr<VarResource>(new (std::nothrow) VarResource(session_id_));
   if (var_resource_ == nullptr) {
-    GELOGW("VarManager has not been init.");
+    version_ = version;
-    return ge::INTERNAL_ERROR;
+    device_id_ = device_id;
+    session_id_ = session_id;
+    job_id_ = job_id;
+    var_resource_ = std::unique_ptr<VarResource>(new (std::nothrow) VarResource(session_id_));
+    if (var_resource_ == nullptr) {
+      GELOGW("VarManager init failed session id = %lu.", session_id);
+      return ge::INTERNAL_ERROR;
+    }
+  } else {
+    GELOGW("VarManager::has been inited, session id = %lu.", session_id);
   }
   return SUCCESS;
 }

ge/graph/preprocess/graph_preprocess.cc

@@ -1304,7 +1304,8 @@ Status GraphPrepare::UpdateInput(const std::vector<GeTensor> &user_input,
       auto format = desc.GetFormat();
       auto origin_format = desc.GetOriginFormat();
       // data maybe internal format [FRACTAL_NZ] at singleop process such as GEMM.
-      bool need_check_internal_format = (!IsTansDataOpData(input_node)) && (!options_.is_single_op);
+      auto tune_flag = (options_.build_mode == BUILD_MODE_TUNING) && (options_.build_step == BUILD_STEP_AFTER_BUILDER);
+      bool need_check_internal_format = (!IsTansDataOpData(input_node)) && (!options_.is_single_op) && (!tune_flag);
       if (need_check_internal_format) {
         bool is_internal = TypeUtils::IsInternalFormat(format) || TypeUtils::IsInternalFormat(origin_format);
         if (is_internal) {
@@ -1346,19 +1347,22 @@ Status GraphPrepare::UpdateInput(const std::vector<GeTensor> &user_input,
         return FAILED;
       }
       ge::TensorUtils::SetSize(desc, shape_size);
-      graphStatus graph_ret = op->UpdateInputDesc(0, desc);
+      if (!tune_flag) {
-      if (graph_ret != GRAPH_SUCCESS) {
+        graphStatus graph_ret = op->UpdateInputDesc(0, desc);
-        GELOGE(graph_ret, "UpdateInputDesc fail, graph_ret:%u", graph_ret);
+        if (graph_ret != GRAPH_SUCCESS) {
-        return graph_ret;
+          GELOGE(graph_ret, "UpdateInputDesc fail, graph_ret:%u", graph_ret);
-      }
+          return graph_ret;
-      // Size will be recalculated in the build stage
+        }
-      ge::TensorUtils::SetSize(desc, 0);
+        // Size will be recalculated in the build stage
-      graph_ret = op->UpdateOutputDesc(0, desc);
+        ge::TensorUtils::SetSize(desc, 0);
-      if (graph_ret != GRAPH_SUCCESS) {
+        graph_ret = op->UpdateOutputDesc(0, desc);
-        GELOGE(graph_ret, "UpdateOutputDesc fail, graph_ret:%u", graph_ret);
+        if (graph_ret != GRAPH_SUCCESS) {
-        return graph_ret;
+          GELOGE(graph_ret, "UpdateOutputDesc fail, graph_ret:%u", graph_ret);
+          return graph_ret;
+        }
+      } else {
+        GELOGI("data %s skip update info in tune mode", op->GetName().c_str());
       }
-
       if (!dynamic_shape_range_vec.empty()) {
         ret = UpdateDynamicInputShapeRange(index, dynamic_shape_range_vec, op, desc);
         GE_CHK_STATUS_RET(ret, "Fail to update dynamic input shape range on %s.", op->GetName().c_str());