diff --git a/mindspore/lite/include/context.h b/mindspore/lite/include/context.h
index 7d626beef65..0ecdc94f7d5 100644
--- a/mindspore/lite/include/context.h
+++ b/mindspore/lite/include/context.h
@@ -16,7 +16,7 @@
 
 #ifndef MINDSPORE_LITE_INCLUDE_CONTEXT_H_
 #define MINDSPORE_LITE_INCLUDE_CONTEXT_H_
-
+#include <string>
 #include "include/ms_tensor.h"
 #include "include/lite_utils.h"
 #include "include/lite_types.h"
@@ -57,6 +57,8 @@ union DeviceInfo {
 struct DeviceContext {
   DeviceType device_type_ = DT_CPU;
   DeviceInfo device_info_;
+  std::string provider_{};
+  std::string provider_device_{};
 };
 
 /// \brief Context defined for holding environment variables during runtime.
diff --git a/mindspore/lite/micro/cmake/file_list.cmake b/mindspore/lite/micro/cmake/file_list.cmake
index b0a3bccd4cc..9472c83ded6 100644
--- a/mindspore/lite/micro/cmake/file_list.cmake
+++ b/mindspore/lite/micro/cmake/file_list.cmake
@@ -134,7 +134,7 @@ set(LITE_SRC
         ${LITE_DIR}/src/common/prim_util.cc
         ${LITE_DIR}/src/common/tensor_util.cc
         ${LITE_DIR}/src/runtime/infer_manager.cc
-        ${LITE_DIR}/src/kernel_interface_registry.cc
+        ${LITE_DIR}/src/registry/kernel_interface_registry.cc
         ${LITE_DIR}/src/lite_model.cc
         ${LITE_DIR}/src/tensorlist.cc
         ${LITE_DIR}/src/tensor.cc
diff --git a/mindspore/lite/src/CMakeLists.txt b/mindspore/lite/src/CMakeLists.txt
index 58c0afbf881..cc6f6706e54 100644
--- a/mindspore/lite/src/CMakeLists.txt
+++ b/mindspore/lite/src/CMakeLists.txt
@@ -64,9 +64,9 @@ set(LITE_SRC
         ${CMAKE_CURRENT_SOURCE_DIR}/inner_context.cc
         ${CMAKE_CURRENT_SOURCE_DIR}/lite_model.cc
         ${CMAKE_CURRENT_SOURCE_DIR}/kernel_registry.cc
-        ${CMAKE_CURRENT_SOURCE_DIR}/register_kernel.cc
-        ${CMAKE_CURRENT_SOURCE_DIR}/kernel_interface.cc
-        ${CMAKE_CURRENT_SOURCE_DIR}/kernel_interface_registry.cc
+        ${CMAKE_CURRENT_SOURCE_DIR}/registry/register_kernel.cc
+        ${CMAKE_CURRENT_SOURCE_DIR}/registry/kernel_interface.cc
+        ${CMAKE_CURRENT_SOURCE_DIR}/registry/kernel_interface_registry.cc
         ${CMAKE_CURRENT_SOURCE_DIR}/inner_kernel.cc
         ${CMAKE_CURRENT_SOURCE_DIR}/lite_kernel.cc
         ${CMAKE_CURRENT_SOURCE_DIR}/lite_kernel_util.cc
diff --git a/mindspore/lite/src/inner_context.cc b/mindspore/lite/src/inner_context.cc
index 4e2c036dde0..a5d82dd611b 100644
--- a/mindspore/lite/src/inner_context.cc
+++ b/mindspore/lite/src/inner_context.cc
@@ -171,6 +171,12 @@ bool InnerContext::IsNpuEnabled() const {
 #endif
 }
 
+bool InnerContext::IsProviderEnabled() const {
+  return this->device_list_.end() !=
+         std::find_if(this->device_list_.begin(), this->device_list_.end(),
+                      [](const DeviceContext &device) { return !device.provider_.empty(); });
+}
+
 bool InnerContext::IsUserSetCpu() const {
   return this->device_list_.end() !=
          std::find_if(this->device_list_.begin(), this->device_list_.end(),
@@ -189,6 +195,16 @@ bool InnerContext::IsUserSetNpu() const {
                       [](const DeviceContext &device) { return device.device_type_ == DT_NPU; });
 }
 
+std::set<std::string> InnerContext::GetProviders() const {
+  std::set<std::string> providers;
+  for (auto &&device : device_list_) {
+    if (!device.provider_.empty()) {
+      providers.insert(device.provider_);
+    }
+  }
+  return providers;
+}
+
 CpuDeviceInfo InnerContext::GetCpuInfo() const {
   auto iter = std::find_if(this->device_list_.begin(), this->device_list_.end(),
                            [](const DeviceContext &device) { return device.device_type_ == DT_CPU; });
diff --git a/mindspore/lite/src/inner_context.h b/mindspore/lite/src/inner_context.h
index 8a84ae6fccb..94fa0216f0d 100644
--- a/mindspore/lite/src/inner_context.h
+++ b/mindspore/lite/src/inner_context.h
@@ -16,7 +16,8 @@
 
 #ifndef MINDSPORE_LITE_SRC_INNER_CONTEXT_H
 #define MINDSPORE_LITE_SRC_INNER_CONTEXT_H
-
+#include <set>
+#include <string>
 #include "include/context.h"
 #include "src/runtime/runtime_api.h"
 #include "src/runtime/allocator.h"
@@ -48,6 +49,10 @@ struct InnerContext : public Context {
 
   bool IsNpuEnabled() const;
 
+  bool IsProviderEnabled() const;
+
+  std::set<std::string> GetProviders() const;
+
   CpuDeviceInfo GetCpuInfo() const;
 
   GpuDeviceInfo GetGpuInfo() const;
diff --git a/mindspore/lite/src/kernel_registry.cc b/mindspore/lite/src/kernel_registry.cc
index 19230ce0b79..9b9b2f1471d 100644
--- a/mindspore/lite/src/kernel_registry.cc
+++ b/mindspore/lite/src/kernel_registry.cc
@@ -55,17 +55,6 @@ KernelRegistry *KernelRegistry::GetInstance() {
   return &instance;
 }
 
-std::set<std::string> KernelRegistry::AllProviders() {
-  std::set<std::string> providers;
-  for (auto &&item : kernel_creators_) {
-    providers.insert(item.first);
-  }
-  for (auto &&item : custom_kernel_creators_) {
-    providers.insert(item.first);
-  }
-  return providers;
-}
-
 int KernelRegistry::GetFuncIndex(const kernel::KernelKey &desc) {
   if (desc.data_type >= kNumberTypeEnd) {
     return -1;
@@ -166,12 +155,20 @@ kernel::CreateKernel KernelRegistry::GetProviderCreator(const kernel::KernelKey
     MS_ASSERT(param != nullptr);
     auto custom_type = param->type()->str();
     auto archs = custom_kernel_creators_[desc.provider];
-    auto archs_iter = std::find_if(archs.begin(), archs.end(), [custom_type, data_type_index](auto &&item) {
-      return item.second[custom_type] != nullptr && item.second[custom_type][data_type_index] != nullptr;
-    });
-    if (archs_iter != archs.end()) {
-      return archs_iter->second[custom_type][data_type_index];
+    if (desc.kernel_arch.empty()) {
+      auto archs_iter = std::find_if(archs.begin(), archs.end(), [custom_type, data_type_index](auto &&item) {
+        return item.second[custom_type] != nullptr && item.second[custom_type][data_type_index] != nullptr;
+      });
+      if (archs_iter != archs.end()) {
+        return archs_iter->second[custom_type][data_type_index];
+      }
+    } else {
+      auto find_arch_it = archs.find(desc.kernel_arch);
+      if (find_arch_it != archs.end()) {
+        return find_arch_it->second[custom_type][data_type_index];
+      }
     }
+
     return nullptr;
   }
   auto index = GetFuncIndex(desc);
diff --git a/mindspore/lite/src/kernel_registry.h b/mindspore/lite/src/kernel_registry.h
index 66f94d52dfa..b485c1c0b9d 100644
--- a/mindspore/lite/src/kernel_registry.h
+++ b/mindspore/lite/src/kernel_registry.h
@@ -23,7 +23,7 @@
 #include <vector>
 #include <set>
 #include "src/lite_kernel.h"
-#include "src/register_kernel.h"
+#include "src/registry/register_kernel.h"
 #include "schema/model_generated.h"
 
 using mindspore::kernel::kKernelArch_MAX;
@@ -43,7 +43,6 @@ class KernelRegistry {
   virtual kernel::CreateKernel GetProviderCreator(const kernel::KernelKey &desc, const schema::Primitive *prim);
   int GetCreatorFuncIndex(kernel::KernelKey desc);
   int GetFuncIndex(const kernel::KernelKey &desc);
-  std::set<std::string> AllProviders();
   int RegCustomKernel(const std::string &arch, const std::string &vendor, TypeId data_type, const std::string &type,
                       kernel::CreateKernel creator);
   void RegKernel(kernel::KernelKey desc, kernel::KernelCreator creator);
diff --git a/mindspore/lite/src/kernel_interface.cc b/mindspore/lite/src/registry/kernel_interface.cc
similarity index 93%
rename from mindspore/lite/src/kernel_interface.cc
rename to mindspore/lite/src/registry/kernel_interface.cc
index 9c92cc771b5..6a964440309 100644
--- a/mindspore/lite/src/kernel_interface.cc
+++ b/mindspore/lite/src/registry/kernel_interface.cc
@@ -13,8 +13,8 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-#include "src/kernel_interface.h"
-#include "src/kernel_interface_registry.h"
+#include "src/registry/kernel_interface.h"
+#include "src/registry/kernel_interface_registry.h"
 
 namespace mindspore {
 namespace kernel {
diff --git a/mindspore/lite/src/kernel_interface.h b/mindspore/lite/src/registry/kernel_interface.h
similarity index 100%
rename from mindspore/lite/src/kernel_interface.h
rename to mindspore/lite/src/registry/kernel_interface.h
diff --git a/mindspore/lite/src/kernel_interface_registry.cc b/mindspore/lite/src/registry/kernel_interface_registry.cc
similarity index 93%
rename from mindspore/lite/src/kernel_interface_registry.cc
rename to mindspore/lite/src/registry/kernel_interface_registry.cc
index 7aac3261355..db7eebfa959 100644
--- a/mindspore/lite/src/kernel_interface_registry.cc
+++ b/mindspore/lite/src/registry/kernel_interface_registry.cc
@@ -13,8 +13,8 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-#include "src/kernel_interface_registry.h"
-#include "src/kernel_interface.h"
+#include "src/registry/kernel_interface_registry.h"
+#include "src/registry/kernel_interface.h"
 #include "include/errorcode.h"
 #include "src/common/log_adapter.h"
 #include "src/common/version_manager.h"
@@ -34,7 +34,7 @@ std::string GetCustomType(const schema::Primitive *primitive) {
 }
 }  // namespace
 
-bool KernelInterfaceRegistry::CheckReg(const lite::Model::Node *node) {
+bool KernelInterfaceRegistry::CheckReg(const lite::Model::Node *node, std::set<std::string> &&providers) {
   if (VersionManager::GetInstance()->GetSchemaVersion() == SCHEMA_V0) {
     return false;
   }
@@ -46,7 +46,10 @@ bool KernelInterfaceRegistry::CheckReg(const lite::Model::Node *node) {
   auto op_type = primitive->value_type();
   if (op_type == schema::PrimitiveType_Custom) {
     auto &&custom_type = GetCustomType(primitive);
-    return std::any_of(custom_creators_.begin(), custom_creators_.end(), [&custom_type](auto &&item) {
+    return std::any_of(custom_creators_.begin(), custom_creators_.end(), [&custom_type, &providers](auto &&item) {
+      if (providers.find(item.first) == providers.end()) {
+        return false;
+      }
       if (item.second[custom_type] != nullptr) {
         return true;
       }
@@ -156,17 +159,6 @@ int KernelInterfaceRegistry::Reg(const std::string &provider, int op_type, Kerne
   return RET_OK;
 }
 
-std::set<std::string> KernelInterfaceRegistry::AllProviders() {
-  std::set<std::string> providers;
-  for (auto &&item : kernel_creators_) {
-    providers.insert(item.first);
-  }
-  for (auto &&item : custom_creators_) {
-    providers.insert(item.first);
-  }
-  return providers;
-}
-
 KernelInterfaceRegistry::~KernelInterfaceRegistry() {
   for (auto &&item : kernel_creators_) {
     free(item.second);
diff --git a/mindspore/lite/src/kernel_interface_registry.h b/mindspore/lite/src/registry/kernel_interface_registry.h
similarity index 94%
rename from mindspore/lite/src/kernel_interface_registry.h
rename to mindspore/lite/src/registry/kernel_interface_registry.h
index 2191f448e8c..bc9489b7850 100644
--- a/mindspore/lite/src/kernel_interface_registry.h
+++ b/mindspore/lite/src/registry/kernel_interface_registry.h
@@ -21,7 +21,7 @@
 #include <map>
 #include <mutex>
 #include <set>
-#include "src/kernel_interface.h"
+#include "src/registry/kernel_interface.h"
 #include "include/model.h"
 
 namespace mindspore {
@@ -32,11 +32,10 @@ class KernelInterfaceRegistry {
     static KernelInterfaceRegistry instance;
     return &instance;
   }
-  bool CheckReg(const lite::Model::Node *node);
+  bool CheckReg(const lite::Model::Node *node, std::set<std::string> &&providers);
   kernel::KernelInterface *GetKernelInterface(const std::string &provider, const schema::Primitive *primitive);
   int CustomReg(const std::string &provider, const std::string &op_type, kernel::KernelInterfaceCreator creator);
   int Reg(const std::string &provider, int op_type, kernel::KernelInterfaceCreator creator);
-  std::set<std::string> AllProviders();
   virtual ~KernelInterfaceRegistry();
 
  private:
diff --git a/mindspore/lite/src/register_kernel.cc b/mindspore/lite/src/registry/register_kernel.cc
similarity index 97%
rename from mindspore/lite/src/register_kernel.cc
rename to mindspore/lite/src/registry/register_kernel.cc
index 97f331ae48f..855f264402c 100644
--- a/mindspore/lite/src/register_kernel.cc
+++ b/mindspore/lite/src/registry/register_kernel.cc
@@ -13,7 +13,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-#include "src/register_kernel.h"
+#include "src/registry/register_kernel.h"
 #include "src/kernel_registry.h"
 
 namespace mindspore {
diff --git a/mindspore/lite/src/register_kernel.h b/mindspore/lite/src/registry/register_kernel.h
similarity index 100%
rename from mindspore/lite/src/register_kernel.h
rename to mindspore/lite/src/registry/register_kernel.h
diff --git a/mindspore/lite/src/runtime/infer_manager.cc b/mindspore/lite/src/runtime/infer_manager.cc
index d6ee66503c0..825fb2b2165 100644
--- a/mindspore/lite/src/runtime/infer_manager.cc
+++ b/mindspore/lite/src/runtime/infer_manager.cc
@@ -15,24 +15,26 @@
  */
 #include "src/runtime/infer_manager.h"
 #include <algorithm>
+#include <set>
+#include <string>
 #include "src/common/prim_util.h"
 #include "src/common/tensor_util.h"
 #include "schema/model_generated.h"
 #include "include/errorcode.h"
 #include "nnacl/errorcode.h"
 #include "src/tensorlist.h"
-#include "src/kernel_interface_registry.h"
+#include "src/registry/kernel_interface_registry.h"
 #include "src/kernel_registry.h"
 
 namespace mindspore {
 namespace lite {
 int KernelInferShape(const std::vector<lite::Tensor *> &inputs, const std::vector<lite::Tensor *> &outputs,
-                     const void *primitive) {
+                     const void *primitive, std::set<std::string> &&providers) {
   std::vector<tensor::MSTensor *> in_tensors;
   std::copy(inputs.begin(), inputs.end(), std::back_inserter(in_tensors));
   std::vector<tensor::MSTensor *> out_tensors;
   std::copy(outputs.begin(), outputs.end(), std::back_inserter(out_tensors));
-  for (auto &&provider : KernelInterfaceRegistry::Instance()->AllProviders()) {
+  for (auto &&provider : providers) {
     auto kernel_interface = KernelInterfaceRegistry::Instance()->GetKernelInterface(
       provider, static_cast<const schema::Primitive *>(primitive));
     if (kernel_interface == nullptr) {
diff --git a/mindspore/lite/src/runtime/infer_manager.h b/mindspore/lite/src/runtime/infer_manager.h
index c132aecc722..cc21fbd9b82 100644
--- a/mindspore/lite/src/runtime/infer_manager.h
+++ b/mindspore/lite/src/runtime/infer_manager.h
@@ -19,6 +19,8 @@
 
 #include <map>
 #include <vector>
+#include <set>
+#include <string>
 #include "src/common/prim_util.h"
 #include "src/common/common.h"
 #include "nnacl/tensor_c.h"
@@ -28,7 +30,7 @@ namespace mindspore::lite {
 int KernelInferShape(const std::vector<lite::Tensor *> &tensors_in, const std::vector<lite::Tensor *> &outputs,
                      OpParameter *parameter);
 int KernelInferShape(const std::vector<lite::Tensor *> &inputs, const std::vector<lite::Tensor *> &outputs,
-                     const void *primitive);
+                     const void *primitive, std::set<std::string> &&providers);
 class InferManager {
  public:
   static InferManager *GetInstance() {
diff --git a/mindspore/lite/src/scheduler.cc b/mindspore/lite/src/scheduler.cc
index bf9afe84fec..63778cc9821 100644
--- a/mindspore/lite/src/scheduler.cc
+++ b/mindspore/lite/src/scheduler.cc
@@ -48,7 +48,7 @@
 #if defined(ENABLE_ARM) && defined(ENABLE_FP16)
 #include "src/runtime/kernel/arm/fp16/fp16_op_handler.h"
 #endif
-#include "src/kernel_interface_registry.h"
+#include "src/registry/kernel_interface_registry.h"
 
 namespace mindspore::lite {
 using kernel::KERNEL_ARCH::kCPU;
@@ -131,8 +131,8 @@ int Scheduler::InferNodeShape(const lite::Model::Node *node) {
   std::vector<Tensor *> inputs;
   std::vector<Tensor *> outputs;
   FindNodeInoutTensors(*node, &inputs, &outputs);
-  if (KernelInterfaceRegistry::Instance()->CheckReg(node)) {
-    return KernelInferShape(inputs, outputs, node->primitive_);
+  if (KernelInterfaceRegistry::Instance()->CheckReg(node, context_->GetProviders())) {
+    return KernelInferShape(inputs, outputs, node->primitive_, context_->GetProviders());
   }
 
   int schema_version = VersionManager::GetInstance()->GetSchemaVersion();
@@ -442,20 +442,26 @@ int Scheduler::FindNpuKernel(const std::vector<Tensor *> &in_tensors, const std:
 int Scheduler::FindProviderKernel(const std::vector<Tensor *> &in_tensors, const std::vector<Tensor *> &out_tensors,
                                   const Model::Node *node, TypeId data_type, kernel::LiteKernel **kernel) {
   MS_ASSERT(kernel != nullptr);
-  int ret = RET_ERROR;
-  auto &&providers = KernelRegistry::GetInstance()->AllProviders();
+  int ret = RET_NOT_SUPPORT;
+  if (!context_->IsProviderEnabled()) {
+    return ret;
+  }
   if (VersionManager::GetInstance()->GetSchemaVersion() == SCHEMA_V0) {
     return ret;
   }
-  for (auto &&provider : providers) {
-    kernel::KernelKey desc{kCPU, data_type, GetPrimitiveType(node->primitive_), "", provider};
-    ret = KernelRegistry::GetInstance()->GetKernel(in_tensors, out_tensors, context_, desc, nullptr, kernel,
-                                                   node->primitive_);
-    if (ret == RET_OK && *kernel != nullptr) {
-      return ret;
+  for (auto &&device : context_->device_list_) {
+    if (!device.provider_.empty()) {
+      kernel::KernelKey desc{kCPU, data_type, GetPrimitiveType(node->primitive_), device.provider_device_,
+                             device.provider_};
+      ret = KernelRegistry::GetInstance()->GetKernel(in_tensors, out_tensors, context_, desc, nullptr, kernel,
+                                                     node->primitive_);
+      if (ret == RET_OK && *kernel != nullptr) {
+        return ret;
+      }
     }
   }
-  return ret;
+
+  return RET_NOT_SUPPORT;
 }
 
 kernel::LiteKernel *Scheduler::FindBackendKernel(const std::vector<Tensor *> &in_tensors,
diff --git a/mindspore/lite/test/CMakeLists.txt b/mindspore/lite/test/CMakeLists.txt
index 0a5ac862769..19214ed588a 100644
--- a/mindspore/lite/test/CMakeLists.txt
+++ b/mindspore/lite/test/CMakeLists.txt
@@ -141,10 +141,10 @@ set(TEST_LITE_SRC
         ${LITE_DIR}/src/tensorlist.cc
         ${LITE_DIR}/src/executor.cc
         ${LITE_DIR}/src/inner_context.cc
-        ${LITE_DIR}/src/kernel_interface.cc
-        ${LITE_DIR}/src/kernel_interface_registry.cc
+        ${LITE_DIR}/src/registry/kernel_interface.cc
+        ${LITE_DIR}/src/registry/kernel_interface_registry.cc
         ${LITE_DIR}/src/kernel_registry.cc
-        ${LITE_DIR}/src/register_kernel.cc
+        ${LITE_DIR}/src/registry/register_kernel.cc
         ${LITE_DIR}/src/inner_kernel.cc
         ${LITE_DIR}/src/lite_kernel.cc
         ${LITE_DIR}/src/lite_kernel_util.cc
diff --git a/mindspore/lite/tools/converter/CMakeLists.txt b/mindspore/lite/tools/converter/CMakeLists.txt
index a84371bae7c..9e0af408c8f 100644
--- a/mindspore/lite/tools/converter/CMakeLists.txt
+++ b/mindspore/lite/tools/converter/CMakeLists.txt
@@ -124,9 +124,9 @@ set(LITE_SRC
         ${SRC_DIR}/tensor.cc
         ${SRC_DIR}/ms_tensor.cc
         ${SRC_DIR}/tensorlist.cc
-        ${SRC_DIR}/kernel_interface_registry.cc
+        ${SRC_DIR}/registry/kernel_interface_registry.cc
         ${SRC_DIR}/kernel_registry.cc
-        ${SRC_DIR}/register_kernel.cc
+        ${SRC_DIR}/registry/register_kernel.cc
         ${SRC_DIR}/inner_kernel.cc
         ${SRC_DIR}/lite_kernel.cc
         ${SRC_DIR}/lite_kernel_util.cc