/** * 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 "while_label_maker.h" #include "common/util.h" #include "common/ge_inner_error_codes.h" #include "framework/common/types.h" #include "framework/common/op/ge_op_utils.h" #include "graph/debug/ge_attr_define.h" #include "graph/utils/graph_utils.h" namespace ge { constexpr uint8_t kCondOutputNum = 1; constexpr uint8_t kCondOutputIndex = 0; constexpr uint8_t kCondBranchIndex = 0; constexpr uint8_t kBodyBranchIndex = 1; /** * @ingroup ge * @brief Make label node to functional call. * @param [in/out] label_index: serial id for whole graph. * @return: 0 for success / others for fail */ Status WhileOpLabelMaker::Run(uint32_t &label_index) { GE_CHECK_NOTNULL(parent_node_); GE_CHECK_NOTNULL(parent_graph_); OpDescPtr while_desc = parent_node_->GetOpDesc(); GE_CHECK_NOTNULL(while_desc); std::string cond_name = while_desc->GetSubgraphInstanceName(kCondBranchIndex); std::string body_name = while_desc->GetSubgraphInstanceName(kBodyBranchIndex); if (cond_name.empty() || body_name.empty()) { GELOGE(INTERNAL_ERROR, "Node: %s has invalid subgraph, cond branch: %s, body branch: %s.", while_desc->GetName().c_str(), cond_name.c_str(), body_name.c_str()); return FAILED; } ComputeGraphPtr cond_graph = parent_graph_->GetSubgraph(cond_name); ComputeGraphPtr body_graph = parent_graph_->GetSubgraph(body_name); GE_CHECK_NOTNULL(cond_graph); GE_CHECK_NOTNULL(body_graph); const uint32_t cond_enter_index = label_index++; const uint32_t body_enter_index = label_index++; const uint32_t body_leave_index = label_index++; const std::string cond_enter_name = parent_node_->GetName() + "/CondLabelSet"; // rtLabelSet const std::string cond_active_name = parent_node_->GetName() + "/CondStreamActive"; // rtStreamActive const std::string cond_leave_name = parent_node_->GetName() + "/LabelSwitch"; // rtLabelSwitchByIndex const std::string body_enter_name = parent_node_->GetName() + "/EnterLabelSet"; // rtLabelSet const std::string body_active_name = parent_node_->GetName() + "/EnterStreamActive"; // rtStreamActive const std::string goto_leave_name = parent_node_->GetName() + "/LabelGoto"; // rtLabelGoto const std::string body_leave_name = parent_node_->GetName() + "/LeaveLabelSet"; // rtLabelSet NodePtr cond_stream_active = AddStreamActive(cond_graph, cond_active_name); if (cond_stream_active == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add stream active failed.", cond_graph->GetName().c_str()); return FAILED; } if (AddLabelSetEnter(cond_graph, cond_enter_name, cond_enter_index, cond_stream_active) == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add label set failed.", cond_graph->GetName().c_str()); return FAILED; } NodePtr body_stream_active = AddStreamActive(body_graph, body_active_name); if (body_stream_active == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add stream active failed.", body_graph->GetName().c_str()); return FAILED; } if (AddLabelSetEnter(body_graph, body_enter_name, body_enter_index, body_stream_active) == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add label set failed.", body_graph->GetName().c_str()); return FAILED; } if (AddLabelGotoLeave(body_graph, goto_leave_name, cond_enter_index) == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add label goto failed.", body_graph->GetName().c_str()); return FAILED; } if (AddLabelSetLeave(body_graph, body_leave_name, body_leave_index) == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add label set failed.", body_graph->GetName().c_str()); return FAILED; } NodePtr cond_out_node = cond_graph->FindFirstNodeMatchType(NETOUTPUT); GE_CHECK_NOTNULL(cond_out_node); OpDescPtr cond_out_desc = cond_out_node->GetOpDesc(); GE_CHECK_NOTNULL(cond_out_desc); GeTensorDesc pred_desc = cond_out_desc->GetInputDesc(kCondOutputIndex); // false ==> 0 ==> switch_labels[0] ==> body_leave_index // true ==> 1 ==> switch_labels[1] ==> body_enter_name const std::vector switch_labels = {body_leave_index, body_enter_index}; NodePtr switch_node = AddLabelSwitchLeave(cond_graph, cond_leave_name, pred_desc, switch_labels); if (switch_node == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add label switch failed.", cond_graph->GetName().c_str()); return FAILED; } // link Data input. const auto &all_in_data = cond_out_node->GetAllInDataAnchors(); if (all_in_data.size() != kCondOutputNum) { GELOGE(FAILED, "Node: %s Cond sbugraph output size:%zu should equal size:%u.", switch_node->GetName().c_str(), all_in_data.size(), kCondOutputNum); return FAILED; } InDataAnchorPtr in_anchor = all_in_data.at(kCondOutputIndex); GE_CHECK_NOTNULL(in_anchor); if (GraphUtils::AddEdge(in_anchor->GetPeerOutAnchor(), switch_node->GetInDataAnchor(kCondOutputIndex)) != SUCCESS) { GELOGE(FAILED, "Node: %s Add pred data input failed.", switch_node->GetName().c_str()); return FAILED; } GELOGI("Node: %s assign label success.", while_desc->GetName().c_str()); return SUCCESS; } REGISTER_LABEL_MAKER(WHILE, WhileOpLabelMaker); REGISTER_LABEL_MAKER(_WHILE, WhileOpLabelMaker); REGISTER_LABEL_MAKER(STATELESSWHILE, WhileOpLabelMaker); } // namespace ge