// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2021 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 "fuse_constant_expression.h" #include #include #include "pass_level2.h" namespace pnnx { void fuse_constant_expression(Graph& graph) { while (1) { bool matched = false; for (size_t i = 0; i < graph.ops.size(); i++) { Operator* op = graph.ops[i]; if (op->type != "pnnx.Expression") continue; if (op->inputs.size() != 0) { // dynamic expression continue; } Operand* expr_output = op->outputs[0]; std::vector new_consumers; for (auto x : expr_output->consumers) { if (x->inputnames.empty()) { // x is not a function new_consumers.push_back(x); continue; } } if (new_consumers == expr_output->consumers) continue; matched = true; Parameter ep = Parameter::parse_from_string(op->params.at("expr").s); for (auto& x : expr_output->consumers) { if (x->inputnames.empty()) { // x is not a function continue; } std::vector new_inputs; std::vector new_inputnames; for (size_t j = 0; j < x->inputs.size(); j++) { if (x->inputs[j] == expr_output) { // fuse constant x->params[x->inputnames[j]] = ep; } else { new_inputs.push_back(x->inputs[j]); new_inputnames.push_back(x->inputnames[j]); } } x->inputs = new_inputs; x->inputnames = new_inputnames; } expr_output->consumers = new_consumers; if (expr_output->consumers.empty()) { // delete expression and expr_output expr_output->producer = 0; graph.operands.erase(std::find(graph.operands.begin(), graph.operands.end(), expr_output)); delete expr_output; op->inputs.clear(); op->outputs.clear(); graph.ops.erase(std::find(graph.ops.begin(), graph.ops.end(), op)); delete op; } break; } if (!matched) break; } } } // namespace pnnx