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97 changes: 97 additions & 0 deletions tools/onnx_subgraph/include/device.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,97 @@
/*
* Copyright (c) 2025 Samsung Electronics Co., Ltd. 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.
*/

#ifndef DEVICE_H
#define DEVICE_H

#include <vector>
#include <string>
#include <iostream>
#include <fstream>
#include <jsoncpp/json/json.h>
#include "onnx.pb.h"
#include "graph.h"

enum class DeviceType
{
Target_NPU
};

class Device
{
private:
std::string _onnxFile;

public:
Device(/* args */)
{
_NPUPreferOp = {};
_CPUSupportOp = {};
_NPUSupportOp = {};
_max_subgraph_size = 0;
}

std::vector<std::string> _NPUPreferOp;
std::vector<std::string> _CPUSupportOp;
std::vector<std::string> _NPUSupportOp;
float _max_subgraph_size;

DeviceType getType() { return DeviceType::Target_NPU; }
std::vector<std::string> getNPUSupportOp() { return _NPUSupportOp; }
std::vector<std::string> getCPUSupportOp() { return _CPUSupportOp; }
std::vector<std::string> getNPUPreferOp() { return _NPUPreferOp; }

/**
* @brief Generate cut instructions for subgraphs based on the given device type.
*
* @param [in] Subgraphs A reference to a vector of ONNX GraphProto objects representing
* subgraphs.
* @param [in] device A string indicating the device type (e.g., "npu" or "c920").
* @param [in] subgraphs_inputs A reference to a vector of unordered sets containing input
* information for subgraphs.
* @param [in] subgraphs_outputs A reference to a vector of unordered sets containing output
* information for subgraphs.
*
* @pre The function assumes that the `Subgraphs`, `subgraphs_inputs`, and
* `subgraphs_outputs` vectors are properly initialized and have the same size.
* @post A file named `<device> CutInstruction.txt` is created or overwritten with the
* generated cut instructions.
* @exception If the output file cannot be opened, an error message is printed, and the program
* exits.
*
* @return None
*/
void GenerateCutInstruction(std::vector<onnx::GraphProto> &Subgraphs, std::string device,
std::vector<std::unordered_set<NodeTensor>> &subgraphs_inputs,
std::vector<std::unordered_set<NodeTensor>> &subgraphs_outputs);

/**
* @brief Reads and parses a JSON file containing device information.
*
* This function reads a JSON file from the specified path, parses it, and extracts relevant
* device information. It updates global variables with hardware limits, preferred NPU operations,
* and supported operations for both NPU and CPU.
*
* @param json_path The file path to the JSON file containing device information.
*/
void GetDeviceJson(const std::string &json_path);

void updateOnnxFile(std::string &path) { _onnxFile = path; }

std::string getOnnxFile() { return _onnxFile; }
};

#endif // DEVICE_H
25 changes: 25 additions & 0 deletions tools/onnx_subgraph/src/lib/device.cpp
Original file line number Diff line number Diff line change
@@ -0,0 +1,25 @@
/*
* Copyright (c) 2025 Samsung Electronics Co., Ltd. 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.
*/
#include "device.h"

void Device::GetDeviceJson(const std::string &json_path) { return; }

void Device::GenerateCutInstruction(std::vector<onnx::GraphProto> &Subgraphs, std::string device,
std::vector<std::unordered_set<NodeTensor>> &subgraphs_inputs,
std::vector<std::unordered_set<NodeTensor>> &subgraphs_outputs)
{
return;
}
6 changes: 6 additions & 0 deletions tools/onnx_subgraph/src/main.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,7 @@
*/

#include "graph.h"
#include "device.h"

namespace fs = std::filesystem;

Expand Down Expand Up @@ -74,5 +75,10 @@ int main(int argc, char *argv[])
}

auto g = GetGraphFromOnnx(onnxFile);

Device target;
target.updateOnnxFile(onnxFile);
target.GetDeviceJson(confFile);

return 0;
}