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[circle-resizer] Add CircleModel #15185
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| /* | ||
| * 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 __CIRCLE_RESIZER_CIRCLE_MODEL_H__ | ||
| #define __CIRCLE_RESIZER_CIRCLE_MODEL_H__ | ||
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| #include "Shape.h" | ||
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| #include <string> | ||
| #include <memory> | ||
| #include <vector> | ||
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| namespace luci | ||
| { | ||
| class Module; | ||
| } | ||
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| namespace circle_resizer | ||
| { | ||
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| /** | ||
| * The representation of Circle Model. | ||
| */ | ||
| class CircleModel | ||
| { | ||
| public: | ||
| /** | ||
| * @brief Initialize the model with buffer representation. | ||
| * | ||
| * Exceptions: | ||
| * - std::runtime_error if interpretation of provided buffer as a circle model failed. | ||
| */ | ||
| explicit CircleModel(const std::vector<uint8_t> &buffer); | ||
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| /** | ||
| * @brief Initialize the model with buffer representation. | ||
| * | ||
| * Exceptions: | ||
| * - std::runtime_error if reading a model from provided path failed. | ||
| */ | ||
| explicit CircleModel(const std::string &model_path); | ||
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| /** | ||
| * @brief Dtor of CircleModel. Note that explicit declaration is needed to satisfy forward | ||
| * declaration + unique_ptr. | ||
| */ | ||
| ~CircleModel(); | ||
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| /** | ||
| * @brief Get the loaded model in luci::Module representation. | ||
| */ | ||
| luci::Module *module(); | ||
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| /** | ||
| * @brief Get input shapes of the loaded model. | ||
| */ | ||
| std::vector<Shape> input_shapes() const; | ||
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| /** | ||
| * @brief Get output shapes of the loaded model. | ||
| * | ||
| */ | ||
| std::vector<Shape> output_shapes() const; | ||
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| /** | ||
| * @brief Save the model to the output stream. | ||
| * | ||
| * Exceptions: | ||
| * - std::runtime_error if saving the model the given stream failed. | ||
| */ | ||
| void save(std::ostream &stream); | ||
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| /** | ||
| * @brief Save the model to the location indicated by output_path. | ||
| * | ||
| * Exceptions: | ||
| * - std::runtime_error if saving the model the given path failed. | ||
| */ | ||
| void save(const std::string &output_path); | ||
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| private: | ||
| std::unique_ptr<luci::Module> _module; | ||
| }; | ||
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| } // namespace circle_resizer | ||
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| #endif // __CIRCLE_RESIZER_CIRCLE_MODEL_H__ | ||
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| require("arser") | ||
| require("common-artifacts") | ||
| require("mio-circle08") | ||
| require("safemain") | ||
| require("vconone") |
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| @@ -1,9 +1,15 @@ | ||
| list(APPEND CIRCLE_RESIZER_CORE_SOURCES Dim.cpp) | ||
| list(APPEND CIRCLE_RESIZER_CORE_SOURCES Shape.cpp) | ||
| list(APPEND CIRCLE_RESIZER_CORE_SOURCES ShapeParser.cpp) | ||
| list(APPEND CIRCLE_RESIZER_SOURCES Dim.cpp) | ||
| list(APPEND CIRCLE_RESIZER_SOURCES Shape.cpp) | ||
| list(APPEND CIRCLE_RESIZER_SOURCES ShapeParser.cpp) | ||
| list(APPEND CIRCLE_RESIZER_SOURCES CircleModel.cpp) | ||
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| add_library(circle_resizer_core STATIC "${CIRCLE_RESIZER_CORE_SOURCES}") | ||
| add_library(circle_resizer_core SHARED "${CIRCLE_RESIZER_SOURCES}") | ||
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| target_include_directories(circle_resizer_core PUBLIC ../include) | ||
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| target_link_libraries(circle_resizer_core PRIVATE luci_export) | ||
| target_link_libraries(circle_resizer_core PRIVATE luci_import) | ||
| target_link_libraries(circle_resizer_core PRIVATE luci_lang) | ||
| target_link_libraries(circle_resizer_core PRIVATE mio_circle08) | ||
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| install(TARGETS circle_resizer_core DESTINATION lib) |
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| Original file line number | Diff line number | Diff line change |
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| /* | ||
| * 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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| #include "CircleModel.h" | ||
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| #include <mio/circle/schema_generated.h> | ||
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| #include <luci/Importer.h> | ||
| #include <luci/CircleExporter.h> | ||
| #include <luci/CircleFileExpContract.h> | ||
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| #include <fstream> | ||
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| using namespace circle_resizer; | ||
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| namespace | ||
| { | ||
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| std::vector<uint8_t> read_model(const std::string &model_path) | ||
| { | ||
| std::ifstream file_stream(model_path, std::ios::in | std::ios::binary | std::ifstream::ate); | ||
| if (!file_stream.is_open()) | ||
| { | ||
| throw std::runtime_error("Failed to open file: " + model_path); | ||
| } | ||
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| std::streamsize size = file_stream.tellg(); | ||
| file_stream.seekg(0, std::ios::beg); | ||
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| std::vector<uint8_t> buffer(size); | ||
| if (!file_stream.read(reinterpret_cast<char *>(buffer.data()), size)) | ||
| { | ||
| throw std::runtime_error("Failed to read file: " + model_path); | ||
| } | ||
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| return buffer; | ||
| } | ||
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| std::unique_ptr<luci::Module> load_module(const std::vector<uint8_t> &model_buffer) | ||
| { | ||
| flatbuffers::Verifier verifier{model_buffer.data(), model_buffer.size()}; | ||
| if (!circle::VerifyModelBuffer(verifier)) | ||
| { | ||
| throw std::runtime_error("Verification of the model failed"); | ||
| } | ||
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| const luci::GraphBuilderSource *source_ptr = &luci::GraphBuilderRegistry::get(); | ||
| luci::Importer importer(source_ptr); | ||
| return importer.importModule(model_buffer.data(), model_buffer.size()); | ||
| } | ||
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| class BufferModelContract : public luci::CircleExporter::Contract | ||
| { | ||
| public: | ||
| BufferModelContract(luci::Module *module) | ||
| : _module(module), _buffer{std::make_unique<std::vector<uint8_t>>()} | ||
| { | ||
| assert(_module); // FIX_CALLER_UNLESS | ||
| } | ||
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| luci::Module *module() const override { return _module; } | ||
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| bool store(const char *ptr, const size_t size) const override | ||
| { | ||
| _buffer->resize(size); | ||
| std::copy(ptr, ptr + size, _buffer->begin()); | ||
| return true; | ||
| } | ||
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| std::vector<uint8_t> get_buffer() { return *_buffer; } | ||
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| private: | ||
| luci::Module *_module; | ||
| std::unique_ptr<std::vector<uint8_t>> _buffer; // note that the store method has to be const | ||
| }; | ||
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| template <typename NodeType> | ||
| std::vector<Shape> extract_shapes(const std::vector<loco::Node *> &nodes) | ||
| { | ||
| std::vector<Shape> shapes; | ||
| for (const auto &loco_node : nodes) | ||
| { | ||
| std::vector<Dim> dims; | ||
| const auto circle_node = loco::must_cast<const NodeType *>(loco_node); | ||
| for (uint32_t dim_idx = 0; dim_idx < circle_node->rank(); dim_idx++) | ||
| { | ||
| if (circle_node->dim(dim_idx).known()) | ||
| { | ||
| const int32_t dim_val = circle_node->dim(dim_idx).value(); | ||
| dims.push_back(Dim{dim_val}); | ||
| } | ||
| else | ||
| { | ||
| dims.push_back(Dim{-1}); | ||
| } | ||
| } | ||
| shapes.push_back(Shape{dims}); | ||
| } | ||
| return shapes; | ||
| } | ||
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| } // namespace | ||
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| CircleModel::CircleModel(const std::vector<uint8_t> &buffer) : _module{load_module(buffer)} {} | ||
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| CircleModel::CircleModel(const std::string &model_path) : CircleModel(read_model(model_path)) {} | ||
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| luci::Module *CircleModel::module() { return _module.get(); } | ||
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| void CircleModel::save(std::ostream &stream) | ||
| { | ||
| BufferModelContract contract(module()); | ||
| luci::CircleExporter exporter; | ||
| if (!exporter.invoke(&contract)) | ||
| { | ||
| throw std::runtime_error("Exporting buffer from the model failed"); | ||
| } | ||
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| auto model_buffer = contract.get_buffer(); | ||
| stream.write(reinterpret_cast<const char *>(model_buffer.data()), model_buffer.size()); | ||
| if (!stream.good()) | ||
| { | ||
| throw std::runtime_error("Failed to write to output stream"); | ||
| } | ||
| } | ||
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| void CircleModel::save(const std::string &output_path) | ||
| { | ||
| std::ofstream out_stream(output_path, std::ios::out | std::ios::binary); | ||
| save(out_stream); | ||
| } | ||
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| std::vector<Shape> CircleModel::input_shapes() const | ||
| { | ||
| return extract_shapes<luci::CircleInput>(loco::input_nodes(_module->graph())); | ||
| } | ||
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| std::vector<Shape> CircleModel::output_shapes() const | ||
| { | ||
| return extract_shapes<luci::CircleOutput>(loco::output_nodes(_module->graph())); | ||
| } | ||
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| CircleModel::~CircleModel() = default; | ||
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