// Copyright (c) 2021 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. #pragma once #include #include #include #include #include #include #include "cinn/common/target.h" #include "cinn/hlir/framework/graph_compiler.h" #include "paddle/fluid/framework/ir/graph.h" #include "paddle/fluid/framework/lod_tensor.h" #include "paddle/fluid/framework/paddle2cinn/cinn_cache_key.h" #include "paddle/fluid/framework/rw_lock.h" #include "paddle/fluid/framework/scope.h" #include "paddle/fluid/platform/macros.h" namespace paddle { namespace framework { namespace paddle2cinn { struct CinnCompiledObject { std::unique_ptr<::cinn::hlir::framework::GraphCompiler> compiler; std::unique_ptr<::cinn::hlir::framework::Program> runtime_program; std::shared_ptr<::cinn::hlir::framework::Scope> scope; std::unordered_map paddle2cinn_varmap; }; // Entrance to use CINN. // // CINN cannot handle changable shape now, so CinnCompiler keeps a cache mapping // from CinnCacheKey to CinnCompiledObject. If cache hits, we will re-use cache // stored CinnCompiledObject, otherwise we will compile again and put into // cache. class CinnCompiler { public: // Singleton static CinnCompiler* GetInstance(); const CinnCompiledObject& Compile( const ir::Graph& graph, const std::map& input_tensors, const ::cinn::common::Target& target, void* stream = nullptr); const CinnCompiledObject& Compile( const std::string& compilation_key, const std::map& input_tensors, const ::cinn::common::Target& target, void* stream = nullptr); std::string AddGraph(std::unique_ptr graph); const ir::Graph& FindGraph(const std::string& graph_key) const; std::string VizGraph(const std::string& graph_key) const; std::string VizGraph(const ir::Graph& graph) const; std::string ReadableKey(const std::string& compilation_key) const; void Clear(); std::int64_t real_compiled_num() const { return real_compiled_num_.load(); } ~CinnCompiler() = default; private: CinnCompiler() = default; std::unique_ptr CompileGraph( const ir::Graph& graph, const std::map& input_tensors, const ::cinn::common::Target& target, std::int64_t compiled_num, void* stream = nullptr) const; std::unordered_map> graphs_; std::unordered_map, CinnCacheKey::Hash> cache_; std::atomic_int64_t real_compiled_num_{0}; mutable RWLock rwlock_; DISABLE_COPY_AND_ASSIGN(CinnCompiler); }; } // namespace paddle2cinn } // namespace framework } // namespace paddle