* 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.
*/
#ifndef GE_GRAPH_PREPROCESS_GRAPH_PREPROCESS_H_
#define GE_GRAPH_PREPROCESS_GRAPH_PREPROCESS_H_
#include <fstream>
#include <iostream>
#include <memory>
#include <string>
#include <vector>
#include "framework/common/debug/log.h"
#include "common/helper/model_parser_base.h"
#include "framework/common/string_util.h"
#include "framework/common/framework_types_internal.h"
#include "framework/common/util.h"
#include "graph/compute_graph.h"
#include "graph/manager/graph_manager_utils.h"
#include "graph/manager/util/graph_rebuild_state_ctrl.h"
#include "graph/model.h"
#include "graph/node.h"
#include "graph/utils/graph_utils.h"
#include "graph/utils/tensor_utils.h"
#include "framework/omg/omg_inner_types.h"
#include "graph/resource_context_mgr.h"
namespace ge {
class GraphPrepare {
public:
GraphPrepare();
virtual ~GraphPrepare();
GraphPrepare(const GraphPrepare &in) = delete;
GraphPrepare &operator=(const GraphPrepare &in) = delete;
Status PrepareInit(const GraphNodePtr &graph_node, uint64_t session_id = 0,
GraphRebuildStateCtrl *graph_rebuild_state_ctrl = nullptr,
ResourceContextMgr *resource_context_mgr = nullptr);
Status NormalizeGraph(const ComputeGraphPtr &compute_graph,
const std::map<std::string, std::string> &options,
const std::vector<GeTensor> &user_input);
Status PrepareDynShape();
Status RecordAIPPInfo(const ge::ComputeGraphPtr &compute_graph) const;
Status PrepareRunningFormatRefiner();
void SetOptions(const GraphManagerOptions &options);
Status GenerateInfershapeGraph(ConstGraphPtr graph);
Status SwitchOpOptimize(ComputeGraphPtr &compute_graph) const;
void SetGraphNormalized(const bool graph_normalized);
static Status InferShapeForPreprocess(ComputeGraphPtr &compute_graph, GraphRebuildStateCtrl *rebuild_ctrl,
ResourceContextMgr *resource_mgr);
Status CheckAippInsert();
private:
void RemoveMagicCompiledAttrs() const;
Status CheckGraphAndUpdateOriginShape() const;
Status Init(const ge::Graph &graph, uint64_t session_id = 0,
GraphRebuildStateCtrl *graph_rebuild_state_ctrl = nullptr,
ResourceContextMgr *resource_context_mgr = nullptr);
Status CheckRefInputNode(const NodePtr &node, const std::string &input_name,
const std::set<NodePtr> &ref_nodes) const;
Status CheckRefOp();
Status AdjustDataOpOutput(const NodePtr &node) const;
Status CheckInternalFormat(const NodePtr &input_node, const GeTensorDesc &desc) const;
Status UpdateDataInputOutputDesc(int64_t index, const OpDescPtr &op, GeTensorDesc &desc) const;
Status UpdateInput(const std::vector<GeTensor> &user_input, const std::map<std::string, std::string> &graph_option);
Status CheckAndUpdateInput(const std::vector<GeTensor> &user_input,
const std::map<std::string, std::string> &graph_option);
Status CheckConstOp() const;
Status CheckTensorIsValid(const NodePtr &node, int64_t shape_size, size_t data_size,
size_t dim_num, DataType data_type) const;
Status VerifyConstOp(const NodePtr &node) const;
Status CheckUserInput(const std::vector<GeTensor> &user_input);
Status UpdateDataNetOutputByStorageFormat() const;
Status UpdateDataByStorageFormat(const NodePtr &data_node) const;
Status UpdateConstPlaceHolderByStorageFormat(const NodePtr &node) const;
Status PrepareOptimize();
Status TryDoAipp();
Status UpdateVariableFormats(const ComputeGraphPtr &graph) const;
Status FormatAndShapeProcess();
Status SaveOriginalGraphToOmModel() const;
Status ProcessNetOutput() const;
Status UpdateInputOutputByOptions();
Status CtrlFlowPreProcess() const;
Status ProcessAippNodesDataFormat();
bool IsTansDataOpData(const ge::NodePtr &var_node) const;
Status GraphEquivalentTransformation();
Status CopyVarIntoSubgraph() const;
void TypeConversionOfConstant() const;
bool IsDynamicDims(const NodePtr &input_node) const;
Status UpdateUninitializedOriginShape(const NodePtr &input_node) const;
Status RunCustomPass() const;
Status InferFormatStage2() const;
ge::ComputeGraphPtr compute_graph_;
GraphManagerOptions options_;
uint64_t session_id_ = 0;
GraphRebuildStateCtrl *graph_rebuild_state_ctrl_ = nullptr;
ResourceContextMgr *resource_context_mgr_ = nullptr;
bool graph_normalized_ = false;
bool aipp_checked_ = false;
};
}
#endif