/** * 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/assign_pass.h" #include "framework/common/debug/ge_log.h" #include "framework/common/debug/log.h" #include "graph/utils/graph_utils.h" #include "graph/debug/ge_attr_define.h" namespace { const uint32_t kValidInputNodeOutputNum = 1; const int32_t kAssignRefInputIndex = 0; const int32_t kAssignValueInputIndex = 1; } namespace ge { Status AssignPass::Run(NodePtr &node) { GELOGD("AssignPass running"); if (node->GetType() != ASSIGN) { GELOGD("No need run AssignPass on [%s, %s].", node->GetName().c_str(), node->GetType().c_str()); return SUCCESS; } const auto &ref_in_anchor = node->GetInDataAnchor(kAssignRefInputIndex); const auto &value_in_anchor = node->GetInDataAnchor(kAssignValueInputIndex); if ((ref_in_anchor == nullptr) || (value_in_anchor == nullptr)) { GELOGE(FAILED, "In data anchor is null, node:%s", node->GetName().c_str()); return FAILED; } const auto &ref_peer_anchor = ref_in_anchor->GetPeerOutAnchor(); const auto &value_peer_anchor = value_in_anchor->GetPeerOutAnchor(); if ((ref_peer_anchor == nullptr) || (value_peer_anchor == nullptr)) { GELOGE(FAILED, "Peer data anchor is null, node:%s", node->GetName().c_str()); return FAILED; } if (IsCondMatch(node, ref_peer_anchor, value_peer_anchor)) { /// /// variable not-const not-const /// \ / | /// \ / | /// Assign ----> variable /// | | /// | | /// node node /// GELOGI("Optimization for assign_node %s start", node->GetName().c_str()); if (IsolateAndDeleteNode(node, {kAssignRefInputIndex}) != SUCCESS) { GELOGE(FAILED, "Isolate and delete assign_node %s failed.", node->GetName().c_str()); return FAILED; } AddNodeDeleted(node); const auto &ref_input = ref_peer_anchor->GetOwnerNode()->GetOpDesc(); const auto &value_input = value_peer_anchor->GetOwnerNode()->GetOpDesc(); if ((ref_input == nullptr) || (value_input == nullptr)) { GELOGE(FAILED, "value input is null"); return FAILED; } if (!AttrUtils::SetStr(value_input->MutableOutputDesc(value_peer_anchor->GetIdx()), ASSIGN_VAR_NAME, ref_input->GetName())) { GELOGE(FAILED, "Set attr ASSIGN_VAR_NAME failed."); return FAILED; } // variable has and only has one input if (ref_input->UpdateInputDesc(0, value_input->GetOutputDesc(value_peer_anchor->GetIdx())) != GRAPH_SUCCESS) { GELOGE(FAILED, "Update input_desc for variable %s failed.", ref_input->GetName().c_str()); return FAILED; } if (GraphUtils::AddEdge(value_peer_anchor, ref_peer_anchor->GetOwnerNode()->GetInDataAnchor(0)) != GRAPH_SUCCESS) { GELOGE(FAILED, "Add data edge %s->%s failed", value_input->GetName().c_str(), ref_input->GetName().c_str()); return FAILED; } } GELOGD("AssignPass success"); return SUCCESS; } /// /// @brief Check if need optimize for assign_node /// @param [in] assign_node /// @param [in] peer_data_anchor for ref_input of assign_node /// @param [in] peer_data_anchor for value_input of assign_node /// @return Status /// bool AssignPass::IsCondMatch(const NodePtr &node, const OutDataAnchorPtr &ref_peer_anchor, const OutDataAnchorPtr &value_peer_anchor) { GELOGD("Check if assign_node %s match optimization condition, ref_input: %s, value_input: %s", node->GetName().c_str(), ref_peer_anchor->GetOwnerNode()->GetName().c_str(), value_peer_anchor->GetOwnerNode()->GetName().c_str()); const std::string &value_type = value_peer_anchor->GetOwnerNode()->GetType(); if ((value_type == CONSTANTOP) || (value_type == CONSTANT)) { GELOGD("value input is const"); return false; } const std::string &ref_type = ref_peer_anchor->GetOwnerNode()->GetType(); if ((ref_type != VARIABLE) && (ref_type != VARIABLEV2)) { GELOGD("ref input is not var"); return false; } if (!ref_peer_anchor->GetOwnerNode()->GetInDataNodes().empty()) { GELOGD("ref input has data input"); return false; } if ((ref_peer_anchor->GetPeerInDataNodesSize() != kValidInputNodeOutputNum) || (value_peer_anchor->GetPeerInDataNodesSize() != kValidInputNodeOutputNum)) { GELOGD("ref / value input has other output(s)"); return false; } GELOGD("Optimization condition matches, assign_node: %s", node->GetName().c_str()); return true; } } // namespace ge