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[tools/onnx-subgraph] add config file parser for target device #15080
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| @@ -0,0 +1,96 @@ | ||||||||||||||||||
| /* | ||||||||||||||||||
| * 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. | ||||||||||||||||||
| */ | ||||||||||||||||||
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| #ifndef DEVICE_H | ||||||||||||||||||
| #define DEVICE_H | ||||||||||||||||||
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| #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 | ||||||||||||||||||
| }; | ||||||||||||||||||
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| class Device | ||||||||||||||||||
| { | ||||||||||||||||||
| private: | ||||||||||||||||||
| std::string onnxFile; | ||||||||||||||||||
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| public: | ||||||||||||||||||
| Device(/* args */) | ||||||||||||||||||
| { | ||||||||||||||||||
| NPUPreferOp = {}; | ||||||||||||||||||
| CPUSupportOp = {}; | ||||||||||||||||||
| NPUSupportOp = {}; | ||||||||||||||||||
| max_subgraph_size = 0; | ||||||||||||||||||
| } | ||||||||||||||||||
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| std::vector<std::string> NPUPreferOp; | ||||||||||||||||||
| std::vector<std::string> CPUSupportOp; | ||||||||||||||||||
| std::vector<std::string> NPUSupportOp; | ||||||||||||||||||
| float max_subgraph_size; | ||||||||||||||||||
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| 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; } | ||||||||||||||||||
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| /** | ||||||||||||||||||
| * @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); | ||||||||||||||||||
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| /** | ||||||||||||||||||
| * @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(std::string json_path); | ||||||||||||||||||
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| void updateOnnxFile(std::string &path) { onnxFile = path; } | ||||||||||||||||||
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| std::string getOnnxFile() { return onnxFile; } | ||||||||||||||||||
| }; | ||||||||||||||||||
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| #endif | ||||||||||||||||||
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| 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" | ||||||
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| void Device::GetDeviceJson(std::string json_path) { return; } | ||||||
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| 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; | ||||||
| } | ||||||
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