// Copyright (c) 2022 CINN 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 "paddle/cinn/common/target.h" #include "paddle/cinn/common/type.h" #include "paddle/cinn/hlir/framework/graph.h" #include "paddle/cinn/hlir/framework/node.h" #include "paddle/cinn/hlir/framework/op_lowering.h" #include "paddle/cinn/ir/ir.h" #include "paddle/cinn/ir/ir_base.h" #include "paddle/cinn/ir/ir_schedule.h" #include "paddle/cinn/ir/lowered_func.h" namespace cinn { namespace auto_schedule { class TuneTask { public: TuneTask() = default; explicit TuneTask(std::shared_ptr group) : subgraph(group) {} // Initialize a task void Initialize( const absl::flat_hash_map& shape_dict, const absl::flat_hash_map& dtype_dict, hlir::framework::OpLowerer* lower_handler); // Extract bodies in lowered_funcs() and return std::vector GetLoweredFuncBodyExprs() const; // In CINN, we use hlir::framework::Graph::Group to represent a fused // sub-graph (if an op won't be fused, it will be a Group with size=1). std::shared_ptr subgraph; // Lower handler, Not owned hlir::framework::OpLowerer* op_lowerer; // target of this task common::Target target; // stores the initial (un-optimized) LoweredFuncs std::vector lowered_funcs; // names of the output arguments of lowered_funcs_ std::unordered_set output_names; // serialized string of this task, it contains struct,shape,dtype,input/output // variable name of the subgraph and can be further used to hash std::string serialized_key; private: // Serialize this task as a string contains specific fields of it std::string SerializeToString( const absl::flat_hash_map& shape_dict, const absl::flat_hash_map& dtype_dict); }; } // namespace auto_schedule } // namespace cinn