/** * Copyright 2020 Huawei Technologies Co., Ltd * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #include "graph/passes/end_of_sequence_add_control_pass.h" #include #include #include "init/gelib.h" #include "graph/node.h" namespace ge { Status EndOfSequenceAddControlPass::Run(ComputeGraphPtr graph) { if (graph == nullptr) { GELOGE(PARAM_INVALID, "param [graph] must not be null."); return PARAM_INVALID; } if (graph->GetParentGraph() != nullptr) { return SUCCESS; } NodePtr end_of_sequence = GetEndOfSequence(graph); if (end_of_sequence == nullptr) { return SUCCESS; } GELOGI("EndOfSequenceAddControlPass begin."); std::vector target_nodes; for (NodePtr &node : graph->GetDirectNode()) { if (node == nullptr) { GELOGW("node is nullptr."); continue; } string stream_label; (void)AttrUtils::GetStr(node->GetOpDesc(), ATTR_NAME_STREAM_LABEL, stream_label); if (!stream_label.empty() || IsDataLikeNode(node)) { continue; } // Save the nodes whose pre-nodes are all data-like node auto in_data_nodes = node->GetInDataNodes(); bool flag = false; for (auto in_node : in_data_nodes) { if (!IsDataLikeNode(in_node)) { flag = true; break; } } if (flag) { continue; } target_nodes.push_back(node); } // Insert control edge Status status = AddControlEdge(end_of_sequence, target_nodes); if (status != SUCCESS) { GELOGE(FAILED, "Graph add EndOfSequence op out ctrl edge fail."); return FAILED; } GELOGI("EndOfSequenceAddControlPass end."); return SUCCESS; } Status EndOfSequenceAddControlPass::AddControlEdge(NodePtr &end_of_sequence, std::vector &target_nodes) { auto out_ctrl_anchor = end_of_sequence->GetOutControlAnchor(); for (NodePtr &node : target_nodes) { auto in_ctrl_anchor = node->GetInControlAnchor(); if (in_ctrl_anchor == nullptr) { continue; } Status status = GraphUtils::AddEdge(out_ctrl_anchor, in_ctrl_anchor); if (status != GRAPH_SUCCESS) { GELOGE(FAILED, "Graph add EndOfSequence op out ctrl edge fail, dst node: %s.", node->GetName().c_str()); return FAILED; } GELOGI("Graph add EndOfSequence op out ctrl edge, dst node: %s.", node->GetName().c_str()); } return SUCCESS; } inline NodePtr EndOfSequenceAddControlPass::GetEndOfSequence(const ComputeGraphPtr &graph) const { // Internal function, guaranteeing graph non-null for (NodePtr &node : graph->GetDirectNode()) { if (node->GetType() == ENDOFSEQUENCE) { return node; } } return nullptr; } bool EndOfSequenceAddControlPass::IsDataLikeNode(const NodePtr &node) { std::shared_ptr instance_ptr = GELib::GetInstance(); if ((instance_ptr == nullptr) || (!instance_ptr->InitFlag())) { GELOGW("GELib not initialized"); return false; } OpDescPtr op_desc = node->GetOpDesc(); if (op_desc == nullptr) { return false; } string engine_name = op_desc->GetOpEngineName(); if (engine_name.empty()) { engine_name = instance_ptr->DNNEngineManagerObj().GetDNNEngineName(node); } const map schedulers = instance_ptr->DNNEngineManagerObj().GetSchedulers(); // Only one scheduler has been supported by now for (auto schedulers_iter = schedulers.begin(); schedulers_iter != schedulers.end(); ++schedulers_iter) { const map cal_engines = schedulers_iter->second.cal_engines; auto cal_engines_iter = cal_engines.find(engine_name); if (cal_engines_iter == cal_engines.end()) { GELOGW("No cal_engines found within engine %s, node name %s", engine_name.c_str(), node->GetName().c_str()); continue; } EngineConfPtr engine_conf_ptr = cal_engines_iter->second; if (engine_conf_ptr == nullptr) { GELOGW("engine_conf_ptr within engine %s, node name %s is null", engine_name.c_str(), node->GetName().c_str()); continue; } bool skip_assign_stream = engine_conf_ptr->skip_assign_stream; if (skip_assign_stream) { return true; } return false; } return false; } } // namespace ge