/** * 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/enter_pass.h" #include "graph/debug/ge_attr_define.h" #include "framework/common/debug/ge_log.h" #include "framework/common/debug/log.h" #include "graph/utils/graph_utils.h" namespace { const size_t kOutNodesNum = 1; const size_t kInCtrlNodesNum = 1; } namespace ge { Status EnterPass::Run(NodePtr &node) { GELOGD("EnterPass running"); GE_CHECK_NOTNULL(node); if ((node->GetType() != ENTER) && (node->GetType() != REFENTER)) { return SUCCESS; } // enter node has only one input if (node->GetInDataNodes().empty()) { GELOGE(PARAM_INVALID, "enter_node %s has no input", node->GetName().c_str()); return PARAM_INVALID; } NodePtr in_node = node->GetInDataNodes().at(0); GE_CHECK_NOTNULL(in_node); if ((in_node->GetType() != CONSTANT) && (in_node->GetType() != CONSTANTOP)) { return SUCCESS; } bool need_remove_flag = in_node->GetInControlNodes().empty() && node->GetInControlNodes().empty(); if (!need_remove_flag) { return SUCCESS; } if (node->GetOutDataNodes().empty()) { for (auto &out_ctrl_node : node->GetOutControlNodes()) { if (out_ctrl_node == nullptr) { continue; } GELOGI("Remove control edge from %s to %s.", node->GetName().c_str(), out_ctrl_node->GetName().c_str()); if (GraphUtils::RemoveEdge(node->GetOutControlAnchor(), out_ctrl_node->GetInControlAnchor()) != GRAPH_SUCCESS) { GELOGE(FAILED, "Remove Enter ctrl output fail, %s->%s", node->GetName().c_str(), out_ctrl_node->GetName().c_str()); return FAILED; } } } else { if (OptimizeEnterWithOnlyDataOut(node, in_node) != SUCCESS) { GELOGE(FAILED, "Optimize enter node[%s] with only out data node failed.", node->GetName().c_str()); return FAILED; } if (UnlinkCtrlEdgeBeforeConst(node) != SUCCESS) { GELOGE(FAILED, "Unlink control edge before const of node[%s]'s out nodes failed.", node->GetName().c_str()); return FAILED; } } GELOGD("EnterPass success"); return SUCCESS; } Status EnterPass::OptimizeEnterWithOnlyDataOut(NodePtr &node, NodePtr &in_node) { if ((in_node->GetOutAllNodes().size() != kOutNodesNum) || !node->GetOutControlNodes().empty()) { return SUCCESS; } bool is_constant_flag = true; (void)AttrUtils::GetBool(node->GetOpDesc(), ENTER_ATTR_CONSTANT_FLAG, is_constant_flag); if (!is_constant_flag) { return SUCCESS; } GE_CHECK_NOTNULL(in_node->GetOutDataAnchor(0)); GE_CHK_STATUS_RET(in_node->GetOutDataAnchor(0)->Unlink(node->GetInDataAnchor(0))) const auto &out_data_anchor = node->GetOutDataAnchor(0); GE_CHECK_NOTNULL(out_data_anchor); for (const auto &peer_in_data_anchor : out_data_anchor->GetPeerInDataAnchors()) { GE_CHK_STATUS_RET(out_data_anchor->Unlink(peer_in_data_anchor)) GE_CHK_STATUS_RET(in_node->GetOutDataAnchor(0)->LinkTo(peer_in_data_anchor)) } GE_CHK_STATUS_RET(GraphUtils::RemoveNodeWithoutRelink(node->GetOwnerComputeGraph(), node)) AddNodeDeleted(node); AddRePassNodesWithInOut(in_node); return SUCCESS; } Status EnterPass::UnlinkCtrlEdgeBeforeConst(NodePtr &node) { auto out_ctrl_nodes = node->GetOutControlNodes(); if (out_ctrl_nodes.empty()) { return SUCCESS; } auto out_ctrl_anchor = node->GetOutControlAnchor(); GE_CHECK_NOTNULL(out_ctrl_anchor); for (auto &out_ctrl_node : out_ctrl_nodes) { GE_CHECK_NOTNULL(out_ctrl_node); if ((out_ctrl_node->GetType() != CONSTANT) && (out_ctrl_node->GetType() != CONSTANTOP)) { continue; } auto in_ctrl_nodes = out_ctrl_node->GetInControlNodes(); if (in_ctrl_nodes.size() != kInCtrlNodesNum) { continue; } // Skip when has merge out bool has_merge_out = false; auto out_nodes_of_const = out_ctrl_node->GetOutAllNodes(); for (const auto &out_node_of_const : out_nodes_of_const) { GE_CHECK_NOTNULL(out_node_of_const); if (out_node_of_const->GetType() == MERGE || out_node_of_const->GetType() == REFMERGE) { has_merge_out = true; break; } } if (has_merge_out) { continue; } GELOGI("Unlink control edge from %s to %s.", node->GetName().c_str(), out_ctrl_node->GetName().c_str()); GE_CHK_STATUS_RET(out_ctrl_anchor->Unlink(out_ctrl_node->GetInControlAnchor())) for (auto &out_node_of_const : out_nodes_of_const) { if (!out_ctrl_anchor->IsLinkedWith(out_node_of_const->GetInControlAnchor())) { GELOGI("Link control edge from %s to %s.", node->GetName().c_str(), out_node_of_const->GetName().c_str()); GE_CHK_STATUS_RET(out_ctrl_anchor->LinkTo(out_node_of_const->GetInControlAnchor())) } } } return SUCCESS; } } // namespace ge