如何在c++中将torch模型定义为函数的输入

#include <torch/torch.h>
#include <torch/script.h>

torch::jit::script::Module module;
try {
    module = torch::jit::load("path/to/your/model.pt");
} catch (const c10::Error& e) {
    std::cerr << "Error loading the model\n";
    return -1;
}

torch::Tensor processModel(torch::jit::script::Module& model, torch::Tensor input) {
    // 进行模型推理或其他处理
    torch::Tensor output = model.forward({input}).toTensor();
    return output;
}

int main() {
    // 加载模型
    torch::jit::script::Module model;
    try {
        model = torch::jit::load("path/to/your/model.pt");
    } catch (const c10::Error& e) {
        std::cerr << "Error loading the model\n";
        return -1;
    }

    // 准备输入数据
    torch::Tensor input = torch::ones({1, 3, 224, 224});

    // 处理模型
    torch::Tensor output = processModel(model, input);

    // 打印输出
    std::cout << output << std::endl;

    return 0;
}