// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2022 THL A29 Limited, a Tencent company. All rights reserved. // // Licensed under the BSD 3-Clause License (the "License"); you may not use this file except // in compliance with the License. You may obtain a copy of the License at // // https://opensource.org/licenses/BSD-3-Clause // // 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 "eliminate_identity_operator.h" #include #include "pass_level2.h" namespace pnnx { void eliminate_identity_operator(Graph& graph) { while (1) { bool matched = false; for (size_t i = 0; i < graph.ops.size(); i++) { Operator* op0 = graph.ops[i]; if (op0->type == "pnnx.Input" || op0->type == "pnnx.Output" || op0->type == "pnnx.Attribute") continue; Operator* op1 = 0; for (size_t j = i + 1; j < graph.ops.size(); j++) { op1 = graph.ops[j]; if (op1->type == "pnnx.Input" || op1->type == "pnnx.Output" || op0->type == "pnnx.Attribute") continue; if (op0->type != op1->type) continue; if (op0->inputs != op1->inputs) continue; if (op0->outputs.size() != op1->outputs.size()) continue; if (op0->params != op1->params) continue; if (op0->attrs != op1->attrs) continue; // we find same operator with same inputs matched = true; break; } if (!matched) continue; // fprintf(stderr, "eliminate_identity_operator %s %s %s\n", op0->type.c_str(), op0->name.c_str(), op1->name.c_str()); int input_count = (int)op0->inputs.size(); for (int j = 0; j < input_count; j++) { Operand* in0 = op0->inputs[j]; in0->consumers.erase(std::find(in0->consumers.begin(), in0->consumers.end(), op1)); } int output_count = (int)op0->outputs.size(); for (int j = 0; j < output_count; j++) { Operand* out0 = op0->outputs[j]; Operand* out1 = op1->outputs[j]; for (auto x : out1->consumers) { for (size_t k = 0; k < x->inputs.size(); k++) { if (x->inputs[k] == out1) x->inputs[k] = out0; } out0->consumers.push_back(x); } out1->consumers.clear(); } // delete op1 and its output operands for (int j = 0; j < output_count; j++) { graph.operands.erase(std::find(graph.operands.begin(), graph.operands.end(), op1->outputs[j])); delete op1->outputs[j]; } op1->inputs.clear(); op1->outputs.clear(); graph.ops.erase(std::find(graph.ops.begin(), graph.ops.end(), op1)); delete op1; break; } if (!matched) break; } } } // namespace pnnx