/** * 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 "if_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 kIfPredIndex = 0; constexpr uint8_t kThenBranchIndex = 0; constexpr uint8_t kElseBranchIndex = 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 IfOpLabelMaker::Run(uint32_t &label_index) { GE_CHECK_NOTNULL(parent_node_); GE_CHECK_NOTNULL(parent_graph_); OpDescPtr if_desc = parent_node_->GetOpDesc(); GE_CHECK_NOTNULL(if_desc); const std::string then_branch_name = if_desc->GetSubgraphInstanceName(kThenBranchIndex); const std::string else_branch_name = if_desc->GetSubgraphInstanceName(kElseBranchIndex); if (then_branch_name.empty() || else_branch_name.empty()) { GELOGE(INTERNAL_ERROR, "Node: %s has invalid subgraph, then branch: %s, else branch: %s.", if_desc->GetName().c_str(), then_branch_name.c_str(), else_branch_name.c_str()); return FAILED; } ComputeGraphPtr then_sub_graph = parent_graph_->GetSubgraph(then_branch_name); ComputeGraphPtr else_sub_graph = parent_graph_->GetSubgraph(else_branch_name); GE_CHECK_NOTNULL(then_sub_graph); GE_CHECK_NOTNULL(else_sub_graph); const uint32_t then_enter_index = label_index++; const uint32_t else_enter_index = label_index++; const uint32_t else_leave_index = label_index++; const std::string then_enter_name = parent_node_->GetName() + "/LabelSwitch"; // rtLabelSwitchByIndex const std::string then_label_name = parent_node_->GetName() + "/ThenLabelSet"; // rtLabelSet(0) const std::string then_active_name = parent_node_->GetName() + "/ThenStreamActive"; // rtStreamActive const std::string then_leave_name = parent_node_->GetName() + "/LabelGoto"; // rtLabelGoto const std::string else_enter_name = parent_node_->GetName() + "/ElseLabelSet"; // rtLabelSet(1) const std::string else_active_name = parent_node_->GetName() + "/ElseStreamActive"; // rtStreamActive const std::string else_leave_name = parent_node_->GetName() + "/LeaveLabelSet"; // rtLabelSet NodePtr then_stream_active = AddStreamActive(then_sub_graph, then_active_name); if (then_stream_active == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add stream active failed.", then_sub_graph->GetName().c_str()); return FAILED; } NodePtr then_enter_label = AddLabelSetEnter(then_sub_graph, then_label_name, then_enter_index, then_stream_active); if (then_enter_label == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add label set failed.", then_sub_graph->GetName().c_str()); return FAILED; } if (AddLabelGotoLeave(then_sub_graph, then_leave_name, else_leave_index) == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add label goto failed.", then_sub_graph->GetName().c_str()); return FAILED; } NodePtr else_stream_active = AddStreamActive(else_sub_graph, else_active_name); if (else_stream_active == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add stream active failed.", else_sub_graph->GetName().c_str()); return FAILED; } if (AddLabelSetEnter(else_sub_graph, else_enter_name, else_enter_index, else_stream_active) == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add label set failed.", else_sub_graph->GetName().c_str()); return FAILED; } if (AddLabelSetLeave(else_sub_graph, else_leave_name, else_leave_index) == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add label set failed.", else_sub_graph->GetName().c_str()); return FAILED; } // false ==> 0 ==> switch_labels[0] ==> else_enter_index // true ==> 1 ==> switch_labels[1] ==> then_enter_index const std::vector switch_labels = {else_enter_index, then_enter_index}; const GeTensorDesc &pred_desc = if_desc->GetInputDesc(kIfPredIndex); NodePtr switch_node = AddLabelSwitchEnter(then_sub_graph, then_enter_name, pred_desc, switch_labels); if (switch_node == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add label switch failed.", then_sub_graph->GetName().c_str()); return FAILED; } // Link control edge to then branch head. if (GraphUtils::AddEdge(switch_node->GetOutControlAnchor(), then_enter_label->GetInControlAnchor()) != SUCCESS) { GELOGE(INTERNAL_ERROR, "LabelSwitchByIndex: Add ctrl edge to %s failed.", then_enter_label->GetName().c_str()); return FAILED; } uint32_t parent_index = 0; // If cond input is first. const std::string data_name = parent_node_->GetName() + "/SwitchIndexData"; if (AddLabelSwitchIndex(then_sub_graph, data_name, pred_desc, switch_node, parent_index) == nullptr) { GELOGE(INTERNAL_ERROR, "Subgraph: %s add switch input failed.", then_sub_graph->GetName().c_str()); return FAILED; } GELOGI("Node: %s assign label success.", if_desc->GetName().c_str()); return SUCCESS; } REGISTER_LABEL_MAKER(IF, IfOpLabelMaker); REGISTER_LABEL_MAKER(_IF, IfOpLabelMaker); REGISTER_LABEL_MAKER(STATELESSIF, IfOpLabelMaker); } // namespace ge