// 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 "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/scope.h" #include "paddle/fluid/platform/macros.h" #include "paddle/phi/core/utils/rw_lock.h" namespace cinn { namespace common { class Target; } // namespace common namespace hlir::framework { class GraphCompiler; class Program; class Scope; } // namespace hlir::framework namespace auto_schedule { class AutoTuner; } // namespace auto_schedule } // namespace cinn namespace paddle { namespace operators::details { class CinnLaunchContext; } // namespace operators::details namespace framework { namespace paddle2cinn { struct CinnCompiledObject { std::unique_ptr<::cinn::hlir::framework::GraphCompiler> compiler; std::unique_ptr<::cinn::auto_schedule::AutoTuner> auto_tuner; std::unique_ptr<::cinn::hlir::framework::Program> runtime_program; std::shared_ptr<::cinn::hlir::framework::Scope> scope; std::unordered_map paddle2cinn_varmap; std::unique_ptr launch_context; std::int64_t cached_index; }; // 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); const CinnCompiledObject& GetCompiledObject(int64_t cached_index) const; 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; // check whether a compiled result is valid by comparing // the consistency of external variables of the subgraph void CheckCompiledValid( const ir::Graph& graph, const std::map& input_tensors, const CinnCompiledObject& compiled_obj) const; std::unordered_map> graphs_; std::unordered_map cache_by_address_; std::unordered_map cache_by_struct_; std::unordered_map> index2cache_; std::atomic_int64_t real_compiled_num_{0}; mutable phi::RWLock rwlock_; DISABLE_COPY_AND_ASSIGN(CinnCompiler); }; } // namespace paddle2cinn } // namespace framework } // namespace paddle