* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
* \file subgraph_to_function.h
* \brief
*/
#ifndef PASS_SUGGRAPH_TO_FUNCTION_H_
#define PASS_SUGGRAPH_TO_FUNCTION_H_
#include <vector>
#include "passes/pass_interface/pass.h"
#include "interface/operation/opcode.h"
#include "tilefwk/data_type.h"
#include "passes/pass_utils/subfunc_utils.h"
#include "passes/statistics/execute_graph_statistic.h"
#include "passes/tile_graph_pass/static_subgraph_processor.h"
namespace npu::tile_fwk {
struct RecordInfo {
size_t i;
size_t j;
size_t k;
LogicalTensorPtr operand;
Shape shape;
Offset offset;
};
class SubgraphToFunction : public Pass {
public:
SubgraphToFunction() : Pass("SubgraphToFunction") {}
~SubgraphToFunction() override = default;
friend class MixSubgraphSplit;
friend class MixCallOperationBuilder;
friend class MixDependencyAnalyzer;
void SetupStaticProcessor() { staticProcessor_.SetNList(nLIST); }
private:
Status PreCheck(Function& function) override;
Status PostCheck(Function& function) override;
Status RunOnFunction(Function& function) override;
void Init();
Status GetTensorDataDependencyInsert(Function& function);
Status GetTensorDataDependencyClear(Function& function);
void DoHealthCheckAfter(Function& function, const std::string& folderPath) override;
Status ProcessSubgraph(Function& function, size_t i, size_t& programIdx, std::vector<Function*>& outputFuncList);
Status ProcessCacheResult(
const std::tuple<Function*, Operation*, bool>& result, size_t i, size_t& programIdx,
std::vector<Function*>& outputFuncList, Operation& callOp);
void SetSemanticLabel(const std::vector<std::shared_ptr<Operation>>& subgraph, Operation& callOp);
void CopyHashOrderInfoToCallOp(
const std::vector<std::shared_ptr<Operation>>& subgraph, Operation& callOp, const std::string& hashOrderKey,
const std::string& countKey) const;
void SetHashOrderInfoOnCallOp(const std::vector<std::shared_ptr<Operation>>& subgraph, Operation& callOp) const;
void InitializeRootFunction(Function& function, Function& rootFunc);
Status IslandToFunction(Function& function);
void ConstructnList(Function& function);
void RecordIncastOutcast(Function& function);
void RecordEsgIncast(Function& function, size_t i, size_t j, size_t k);
void RecordIncastInfo(Function& function, RecordInfo recordInfo, SubfuncInvokeInfoTy& iter);
void RecordConnectionWithProducers(RecordInfo recordInfo, SubfuncInvokeInfoTy& iter);
void RecordEsgOutcast(Function& function, size_t i, size_t j, size_t k);
void RecordEsgIncastOutcast(Function& function);
void InsertParameter(size_t i, Function& leafFunc);
void ConstructParamMap(Function& function);
void RecordOutcastInfo(Function& function, RecordInfo recordInfo, SubfuncInvokeInfoTy& iter);
void ProcessInputOperands(
Function& rootFunc, Operation& tileOp, SubfuncParam& pSgParamInfo, int& tParamLoc, int& iParamLoc) const;
void ProcessOutputOperands(
Function& rootFunc, Operation& tileOp, SubfuncParam& pSgParamInfo, int& tParamLoc, int& oParamLoc) const;
void ProcessCopyInOperand(Operation& tileOp, std::vector<int64_t>& offset, std::vector<int64_t>& shape) const;
void ProcessCopyOutOperand(Operation& tileOp, std::vector<int64_t>& offset, std::vector<int64_t>& shape) const;
void ProcessSymbolOfReshape(Function& function, Operation& op) const;
void SymbolizeEachFunction(Function& rootFunc, std::vector<Function*>& mergedFuncList1, size_t i) const;
void SymbolizeFunction(Function& rootFunc, std::vector<Function*>& mergedFuncList1) const;
std::string FindSymbolName(std::shared_ptr<LogicalTensor> op, int magic) const;
void GenerateAndExportCombinedReport(
Function& func, const std::multimap<int, int>& psgToESgMapParam,
const std::vector<std::vector<OperationPtr>>& subgraphGroups,
const std::string& filename = "ExecuteGraph_Health_Report.json");
Status TransViewToCopyInBeforeGenSubgraph(Function& function);
Status RecoverCopyInToViewAfterGenSubgraph(Function& function);
StaticSubgraphProcessor staticProcessor_;
std::vector<std::vector<OperationPtr>> nLIST;
std::vector<Function*> mergedFuncList;
std::multimap<int, int> psgToESgMap;
std::vector<SubfuncInvokeInfoTy> subFuncInvokeInfos;
std::unordered_map<const Operation*, std::shared_ptr<OpAttribute>> viewToCopyInMapping_;
static constexpr int kShapePlaceholderForParameterized = -2;
};
}
#endif