[Other] Optimize sophgo backend (#1273)

optimize sophgo backend

fastdeploy/runtime/backends/sophgo/sophgo_backend.cc

@@ -27,19 +27,7 @@ SophgoBackend::~SophgoBackend() { bm_dev_free(handle_); }
 bool SophgoBackend::GetSDKAndDeviceVersion() { return true; }
 
 /***************************************************************
- *  @name      BuildOption
+ *  @name       Init
- *  @brief     save option
- *  @param     SOPHGOTPU2BackendOption
- *  @note      None
- ***************************************************************/
-void SophgoBackend::BuildOption(const SophgoBackendOption& option) {
-  //  this->option_ = option;
-  // save cpu_name
-  //   this->option_.cpu_name = option.cpu_name;
-}
-
-/***************************************************************
- *  @name       InitFromSophgo
  *  @brief      Initialize Sophgo model
  *  @param      model_file: Binary data for the Sophgo model.
  *              params_file: None
@@ -47,8 +35,26 @@ void SophgoBackend::BuildOption(const SophgoBackendOption& option) {
  *  @return     bool
  *  @note       None
  ***************************************************************/
-bool SophgoBackend::InitFromSophgo(const std::string& model_file,
+bool SophgoBackend::Init(const RuntimeOption& option) {
-                                   const SophgoBackendOption& option) {
+  if (option.model_from_memory_) {
+    FDERROR << "SophgoBackend doesn't support load model from memory, please "
+               "load model from disk."
+            << std::endl;
+    return false;
+  }
+  if (option.model_format != ModelFormat::SOPHGO) {
+    FDERROR << "SophgoBackend only supports model format SOPHGO, but now it's "
+            << option.model_format << "." << std::endl;
+    return false;
+  }
+  if (option.device != Device::SOPHGOTPUD) {
+    FDERROR << "SophgoBackend only supports device::SOPHGOTPUD, but now it's "
+            << option.device << "." << std::endl;
+    return false;
+  }
+
+  std::string model_file = option.model_file;
+
   // LoadModel
   if (!this->LoadModel((char*)model_file.data())) {
     FDERROR << "load model failed" << std::endl;
@@ -61,9 +67,6 @@ bool SophgoBackend::InitFromSophgo(const std::string& model_file,
     return false;
   }
 
-  // BuildOption
-  this->BuildOption(option);
-
   // GetModelInputOutputInfos
   if (!this->GetModelInputOutputInfos()) {
     FDERROR << "get model input output infos failed" << std::endl;

fastdeploy/runtime/backends/sophgo/sophgo_backend.h

@@ -30,12 +30,7 @@ class SophgoBackend : public BaseBackend {
  public:
   SophgoBackend() = default;
   virtual ~SophgoBackend();
-  bool LoadModel(void* model);
+  bool Init(const RuntimeOption& option);
-  bool GetSDKAndDeviceVersion();
-  bool GetModelInputOutputInfos();
-  void BuildOption(const SophgoBackendOption& option);
-  bool InitFromSophgo(const std::string& model_file,
-              const SophgoBackendOption& option = SophgoBackendOption());
 
   int NumInputs() const override {
       return static_cast<int>(inputs_desc_.size());
@@ -54,6 +49,10 @@ class SophgoBackend : public BaseBackend {
               bool copy_to_fd = true) override;
 
  private:
+  bool LoadModel(void* model);
+  bool GetSDKAndDeviceVersion();
+  bool GetModelInputOutputInfos();
+
   std::vector<TensorInfo> inputs_desc_;
   std::vector<TensorInfo> outputs_desc_;
   std::string net_name_;

fastdeploy/runtime/runtime.cc

@@ -356,18 +356,8 @@ void Runtime::CreateRKNPU2Backend() {
 
 void Runtime::CreateSophgoNPUBackend() {
 #ifdef ENABLE_SOPHGO_BACKEND
-  auto sophgo_option = SophgoBackendOption();
-  FDASSERT(option.model_from_memory_ == false,
-           "SophgoBackend don't support to load model from memory");
-  FDASSERT(option.device == Device::SOPHGOTPUD,
-           "Backend::SOPHGO only supports Device::SOPHGO");
-  FDASSERT(option.model_format == ModelFormat::SOPHGO,
-           "SophgoBackend only support model format of ModelFormat::SOPHGO");
-  auto sophgo_option = SophgoBackendOption();
   backend_ = utils::make_unique<SophgoBackend>();
-  auto casted_backend = dynamic_cast<SophgoBackend*>(backend_.get());
+  FDASSERT(backend_->Init(option), "Failed to initialize Sophgo backend.");
-  FDASSERT(casted_backend->InitFromSophgo(option.model_file, sophgo_option),
-           "Load model from nb file failed while initializing LiteBackend.");
 #else
   FDASSERT(false,
            "SophgoBackend is not available, please compiled with "