Function main

tools/cpp/modelCompare.cpp:129–266

}

int main(int argc, const char* argv[]) {
    if (argc < 3) {
        MNN_PRINT("Usage: ./modelCompare.out origin.mnn origin_quant.mnn [0.05]");
    }
    // read args
    std::string cmd = argv[0];
    std::string pwd = "./";
    auto rslash     = cmd.rfind("/");
    if (rslash != std::string::npos) {
        pwd = cmd.substr(0, rslash + 1);
    }

    const char* fileName = argv[1];

    const char* compareFileName = argv[2];

    float tolerance = 0.05f;
    if (argc > 3) {
        tolerance = stringConvert<float>(argv[3]);
    }
    MNN_PRINT("Tolerance Rate: %f\n", tolerance);

    // create net
    MNN_PRINT("Open Model %s, %s\n", fileName, compareFileName);
    std::shared_ptr<MNN::Interpreter> net =
        std::shared_ptr<MNN::Interpreter>(MNN::Interpreter::createFromFile(fileName));
    net->setSessionMode(Interpreter::Session_Debug);
    std::shared_ptr<MNN::Interpreter> net2 =
        std::shared_ptr<MNN::Interpreter>(MNN::Interpreter::createFromFile(compareFileName));
    net2->setSessionMode(Interpreter::Session_Debug);

    // create session for get input info
    ScheduleConfig config;
    config.type  = MNN_FORWARD_CPU;
    auto session = net->createSession(config);

    std::map<std::string, std::shared_ptr<MNN::Tensor>> inputs;
    std::vector<std::string> inputNames;
    do {
        rapidjson::Document document;
        std::ostringstream jsonNameOs;
        jsonNameOs << pwd << "/input.json";
        std::ifstream fileNames(jsonNameOs.str().c_str());
        if (fileNames.fail()) {
            break;
        }
        std::ostringstream output;
        output << fileNames.rdbuf();
        auto outputStr = output.str();
        document.Parse(outputStr.c_str());
        if (document.HasParseError()) {
            MNN_ERROR("Invalid json\n");
            break;
        }
        if (document.HasMember("inputs")) {
            auto inputsInfo = document["inputs"].GetArray();
            for (auto iter = inputsInfo.begin(); iter !=inputsInfo.end(); iter++) {
                auto obj = iter->GetObject();