// Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. // // 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 #include "paddle/fluid/framework/block_desc.h" #include "paddle/fluid/framework/program_desc.h" #include "paddle/fluid/inference/lite/engine.h" #include "paddle/fluid/inference/lite/op_teller.h" namespace paddle { namespace inference { namespace lite { // Just tell by the op_types. struct SimpleOpTeller : public Teller { SimpleOpTeller() { std::vector lite_ops = paddle::lite::GetAllOps(); auto is_non_inst = [](const std::string& op) -> bool { const std::vector ops = {"feed", "fetch", "while"}; return std::find(ops.begin(), ops.end(), op) != ops.end(); }; for (const auto& op : lite_ops) { if (!is_non_inst(op)) { ops_.insert(op); } } } bool operator()(const std::string& op_type, const framework::OpDesc& op_desc) override { return ops_.count(op_type); } private: std::unordered_set ops_{}; }; struct SingleBlockOpTeller : public Teller { SingleBlockOpTeller() { ops_.insert("while"); } bool operator()(const std::string& op_type, const framework::OpDesc& op_desc) override { if (ops_.count(op_type)) { SimpleOpTeller supported; const int id = op_desc.GetBlockAttrId("sub_block"); const framework::BlockDesc& block_desc = op_desc.Block()->Program()->Block(id); const std::vector& ops_sub_block = block_desc.AllOps(); for (auto* op : ops_sub_block) { if (!supported(op->Type(), *op) && !this->operator()(op->Type(), *op)) { return false; } } return true; } return false; } private: std::unordered_set ops_; }; bool OpTeller::Tell(const std::string& op_type, const framework::OpDesc& desc) { for (auto& teller : tellers_) { if ((*teller)(op_type, desc)) return true; } return false; } OpTeller::OpTeller() { tellers_.emplace_back(new SimpleOpTeller); tellers_.emplace_back(new SingleBlockOpTeller); } } // namespace lite } // namespace inference } // namespace paddle