global_session_options.SetIntraOpNumThreads(1);
global_session_options.SetGraphOptimizationLevel(ORT_ENABLE_ALL);

// AJOUTER LE FOURNISSEUR D'EXÉCUTION DIRECTML

try {
    s_ortApi = &Ort::GetApi();
    int adapterIndex = 0;

    Dx12::ChangeAdapter(adapterIndex);
    // Créez l'OrtMemoryInfo pour DML une seule fois
    OrtMemoryInfo* raw_memory_info;
    Ort::ThrowOnError(s_ortApi->CreateMemoryInfo("DML", OrtAllocatorType::OrtDeviceAllocator, 0, OrtMemType::OrtMemTypeDefault, &raw_memory_info));
    s_dmlMemoryInfoWrapper = std::unique_ptr<OrtMemoryInfo, std::function<void(OrtMemoryInfo*)>>(
        raw_memory_info,
        [api_ptr = s_ortApi](OrtMemoryInfo* p) {
            if (api_ptr)
                api_ptr->ReleaseMemoryInfo(p);

        }
    );
    s_dmlMemoryInfo = s_dmlMemoryInfoWrapper.get();

    ONNIX::_dmlApi->SessionOptionsAppendExecutionProvider_DML1(global_session_options, Dx12::_dmlDevice.get(), Dx12::_d3d12CommandQueue.get());
    OutputDebugStringA("DirectML Execution Provider successfully enabled.\n");
}
catch (const Ort::Exception& e) {
    OutputDebugStringA(("DirectML provider not available: " + std::string(e.what()) + "\n").c_str());
}


std::string modelPath = getExecutableDirectory() + "best.onnx";
if (!std::filesystem::exists(modelPath)) {
    ImGui::Text("Fichier ONNX introuvable !");
    return;


    std::wstring wModelPath(modelPath.begin(), modelPath.end());
    global_session_ptr = std::make_unique<Ort::Session>(*global_env_ptr, wModelPath.c_str(), global_session_options);
    ONNIX::OnnxIni = true;
    
}