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load_graph.cpp 3.11 KB
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neargye 提交于 2020-02-25 15:55 . update copyright
// Licensed under the MIT License <http://opensource.org/licenses/MIT>.
// SPDX-License-Identifier: MIT
// Copyright (c) 2018 - 2020 Daniil Goncharov <neargye@gmail.com>.
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in all
// copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
// SOFTWARE.
#if defined(_MSC_VER) && !defined(COMPILER_MSVC)
# define COMPILER_MSVC // Set MSVC visibility of exported symbols in the shared library.
#endif
#if defined(_MSC_VER)
# pragma warning(push)
# pragma warning(disable : 4190)
#endif
#include <tensorflow/c/c_api.h> // TensorFlow C API header.
#include <scope_guard.hpp>
#include <cstdlib>
#include <fstream>
#include <iostream>
static void DeallocateBuffer(void* data, size_t) {
std::free(data);
}
static TF_Buffer* ReadBufferFromFile(const char* file) {
std::ifstream f(file, std::ios::binary);
SCOPE_EXIT{ f.close(); }; // Auto-delete on scope exit.
if (f.fail() || !f.is_open()) {
return nullptr;
}
if (f.seekg(0, std::ios::end).fail()) {
return nullptr;
}
auto fsize = f.tellg();
if (f.seekg(0, std::ios::beg).fail()) {
return nullptr;
}
if (fsize <= 0) {
return nullptr;
}
auto data = static_cast<char*>(std::malloc(fsize));
if (f.read(data, fsize).fail()) {
return nullptr;
}
auto buf = TF_NewBuffer();
buf->data = data;
buf->length = fsize;
buf->data_deallocator = DeallocateBuffer;
return buf;
}
int main() {
auto buffer = ReadBufferFromFile("graph.pb");
if (buffer == nullptr) {
std::cout << "Can't read buffer from file" << std::endl;
return 1;
}
auto graph = TF_NewGraph();
SCOPE_EXIT{ TF_DeleteGraph(graph); }; // Auto-delete on scope exit.
auto status = TF_NewStatus();
SCOPE_EXIT{ TF_DeleteStatus(status); }; // Auto-delete on scope exit.
auto opts = TF_NewImportGraphDefOptions();
TF_GraphImportGraphDef(graph, buffer, opts, status);
TF_DeleteImportGraphDefOptions(opts);
TF_DeleteBuffer(buffer);
if (TF_GetCode(status) != TF_OK) {
std::cout << "Can't import GraphDef" << std::endl;
return 2;
}
std::cout << "Load draph success" << std::endl;
return 0;
}
#if defined(_MSC_VER)
# pragma warning(pop)
#endif
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learning-ml
hello_tf_c_api
hello_tf_c_api
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