diff --git a/mindspore/ccsrc/cxx_api/model/acl/acl_model.cc b/mindspore/ccsrc/cxx_api/model/acl/acl_model.cc
index 3c782576af..1e9392a17b 100644
--- a/mindspore/ccsrc/cxx_api/model/acl/acl_model.cc
+++ b/mindspore/ccsrc/cxx_api/model/acl/acl_model.cc
@@ -16,9 +16,12 @@
 
 #include "cxx_api/model/acl/acl_model.h"
 #include <memory>
+#include <string>
+#include <set>
 #include "include/api/context.h"
 #include "cxx_api/factory.h"
 #include "cxx_api/graph/acl/acl_env_guard.h"
+#include "acl/acl_base.h"
 
 namespace mindspore {
 API_FACTORY_REG(ModelImpl, Ascend310, AclModel);
@@ -165,4 +168,22 @@ std::vector<MSTensor> AclModel::GetOutputs() {
   MS_EXCEPTION_IF_NULL(graph_cell_);
   return graph_cell_->GetOutputs();
 }
+
+bool AclModel::CheckModelSupport(enum ModelType model_type) {
+  const char *soc_name_c = aclrtGetSocName();
+  if (soc_name_c == nullptr) {
+    return false;
+  }
+  std::string soc_name(soc_name_c);
+  if (soc_name.find("910") != std::string::npos) {
+    return false;
+  }
+
+  static const std::set<ModelType> kSupportedModelMap = {kMindIR, kOM};
+  auto iter = kSupportedModelMap.find(model_type);
+  if (iter == kSupportedModelMap.end()) {
+    return false;
+  }
+  return true;
+}
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/cxx_api/model/acl/acl_model.h b/mindspore/ccsrc/cxx_api/model/acl/acl_model.h
index be538e18c3..5520299216 100644
--- a/mindspore/ccsrc/cxx_api/model/acl/acl_model.h
+++ b/mindspore/ccsrc/cxx_api/model/acl/acl_model.h
@@ -43,6 +43,8 @@ class AclModel : public ModelImpl {
   std::vector<MSTensor> GetInputs() override;
   std::vector<MSTensor> GetOutputs() override;
 
+  bool CheckModelSupport(enum ModelType model_type) override;
+
  private:
   ModelConverter model_converter_;
   std::unique_ptr<AclModelOptions> options_;
diff --git a/mindspore/ccsrc/cxx_api/model/acl/acl_model_options.cc b/mindspore/ccsrc/cxx_api/model/acl/acl_model_options.cc
index 82dec9abaf..c83ca6af47 100644
--- a/mindspore/ccsrc/cxx_api/model/acl/acl_model_options.cc
+++ b/mindspore/ccsrc/cxx_api/model/acl/acl_model_options.cc
@@ -17,6 +17,7 @@
 #include <memory>
 #include "utils/log_adapter.h"
 #include "external/ge/ge_api_types.h"
+#include "acl/acl_base.h"
 
 namespace mindspore {
 static const std::map<enum DataType, std::string> kSupportedDtypeOptionMap = {{DataType::kNumberTypeFloat16, "FP16"},
@@ -55,6 +56,12 @@ AclModelOptions::AclModelOptions(const std::shared_ptr<Context> &context) {
   device_id_ = ascend310_info->GetDeviceID();
   dump_cfg_path_ = ascend310_info->GetDumpConfigPath();
   buffer_optimize_mode_ = ascend310_info->GetBufferOptimizeMode();
+  const char *soc_name = aclrtGetSocName();
+  if (soc_name == nullptr) {
+    MS_LOG(WARNING) << "Get soc version failed.";
+    return;
+  }
+  soc_version_ = soc_name;
 }
 
 void AclModelOptions::RenameInput(const std::vector<std::string> &input_names) {
diff --git a/mindspore/ccsrc/cxx_api/model/model.cc b/mindspore/ccsrc/cxx_api/model/model.cc
index be81447ac1..88f1913688 100644
--- a/mindspore/ccsrc/cxx_api/model/model.cc
+++ b/mindspore/ccsrc/cxx_api/model/model.cc
@@ -21,12 +21,6 @@
 
 namespace mindspore {
 namespace {
-const std::map<enum DeviceType, std::set<ModelType>> kSupportedModelMap = {
-  {kAscend310, {kOM, kMindIR}},
-  {kAscend910, {kMindIR}},
-  {kNvidiaGPU, {kMindIR}},
-};
-
 std::string GetDeviceTypeString(enum DeviceType type) {
   static const std::map<enum DeviceType, std::string> kDeviceTypeStrs = {
     {kCPU, "CPU"},           {kMaliGPU, "MaliGPU"},     {kNvidiaGPU, "GPU"},
@@ -144,16 +138,11 @@ bool Model::CheckModelSupport(enum DeviceType device_type, ModelType model_type)
     return false;
   }
 
-  auto first_iter = kSupportedModelMap.find(device_type);
-  if (first_iter == kSupportedModelMap.end()) {
-    return false;
-  }
-
-  auto secend_iter = first_iter->second.find(model_type);
-  if (secend_iter == first_iter->second.end()) {
+  auto check_model = Factory<ModelImpl>::Instance().Create(device_type_str);
+  if (check_model == nullptr) {
     return false;
   }
 
-  return true;
+  return check_model->CheckModelSupport(model_type);
 }
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/cxx_api/model/model_impl.h b/mindspore/ccsrc/cxx_api/model/model_impl.h
index c0456fb13a..8dde62d7f5 100644
--- a/mindspore/ccsrc/cxx_api/model/model_impl.h
+++ b/mindspore/ccsrc/cxx_api/model/model_impl.h
@@ -42,6 +42,8 @@ class ModelImpl {
   virtual std::vector<MSTensor> GetInputs() = 0;
   virtual std::vector<MSTensor> GetOutputs() = 0;
 
+  virtual bool CheckModelSupport(enum ModelType model_type) { return false; }
+
  protected:
   Status Load(const std::shared_ptr<GraphCell> &graph_cell, uint32_t device_id) {
     MS_EXCEPTION_IF_NULL(graph_cell);
diff --git a/mindspore/ccsrc/cxx_api/model/ms/ms_model.cc b/mindspore/ccsrc/cxx_api/model/ms/ms_model.cc
index 51a3cb0756..8328ff6eea 100644
--- a/mindspore/ccsrc/cxx_api/model/ms/ms_model.cc
+++ b/mindspore/ccsrc/cxx_api/model/ms/ms_model.cc
@@ -16,6 +16,7 @@
 
 #include "cxx_api/model/ms/ms_model.h"
 #include <memory>
+#include <set>
 #include "include/api/context.h"
 #include "utils/ms_context.h"
 #include "cxx_api/factory.h"
@@ -169,4 +170,13 @@ uint32_t MsModel::GetDeviceID() const {
 
   return 0;
 }
+
+bool MsModel::CheckModelSupport(enum ModelType model_type) {
+  static const std::set<ModelType> kSupportedModelMap = {kMindIR};
+  auto iter = kSupportedModelMap.find(model_type);
+  if (iter == kSupportedModelMap.end()) {
+    return false;
+  }
+  return true;
+}
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/cxx_api/model/ms/ms_model.h b/mindspore/ccsrc/cxx_api/model/ms/ms_model.h
index aec854c624..78cefd4eae 100644
--- a/mindspore/ccsrc/cxx_api/model/ms/ms_model.h
+++ b/mindspore/ccsrc/cxx_api/model/ms/ms_model.h
@@ -44,6 +44,8 @@ class MsModel : public ModelImpl {
   std::vector<MSTensor> GetInputs() override;
   std::vector<MSTensor> GetOutputs() override;
 
+  bool CheckModelSupport(enum ModelType model_type) override;
+
  private:
   std::shared_ptr<GraphCell> GenerateGraphCell(const std::vector<std::vector<int64_t>> &dims);
   uint32_t GetDeviceID() const;