diff --git a/build_helper.py b/build_helper.py
index 9a1950d35c3a8f78e025d2b54f271494e4cc437e..e040efd4ee187b429c30ee04c937eea28da3a0d7 100755
--- a/build_helper.py
+++ b/build_helper.py
@@ -56,6 +56,9 @@ def do_patch(patch_dir, target_dir):
         '0037-npu-support-custom-model.patch',
         '0038-adapt-nnrt-ext-deps.patch',
         '0039-fix-double-destry-nnrt-mode.patch',
+        '0040-js-add-nnrt-device.patch',
+        '0041-fix-int8-bug.patch',
+        '0042_nnrt_support_nchw.patch',
     ]
 
     cwd = os.getcwd()
diff --git a/patches/0040-js-add-nnrt-device.patch b/patches/0040-js-add-nnrt-device.patch
new file mode 100644
index 0000000000000000000000000000000000000000..ae0853f2d110c1c594ce443a97b8030971779386
--- /dev/null
+++ b/patches/0040-js-add-nnrt-device.patch
@@ -0,0 +1,41 @@
+diff --git a/mindspore/lite/src/runtime/js_api/BUILD.gn b/mindspore/lite/src/runtime/js_api/BUILD.gn
+index b105bb77..d52044fc 100644
+--- a/mindspore/lite/src/runtime/js_api/BUILD.gn
++++ b/mindspore/lite/src/runtime/js_api/BUILD.gn
+@@ -38,6 +38,7 @@ ohos_shared_library("mindsporelite_napi") {
+ 
+   deps = [
+     "../../../:mindspore_lib",
++    "../../../:mindspore_ndk",
+   ]
+   external_deps = [
+     "ability_runtime:abilitykit_native",
+diff --git a/mindspore/lite/src/runtime/js_api/mslite_model_napi.cc b/mindspore/lite/src/runtime/js_api/mslite_model_napi.cc
+index e477f253..7f3d2a34 100644
+--- a/mindspore/lite/src/runtime/js_api/mslite_model_napi.cc
++++ b/mindspore/lite/src/runtime/js_api/mslite_model_napi.cc
+@@ -30,6 +30,8 @@
+ #include "include/js_api/ms_parameters_napi.h"
+ #include "include/js_api/ms_errors.h"
+ #include "include/js_api/mslite_model_callback_napi.h"
++#include "include/c_api/context_c.h"
++#include "include/c_api/types_c.h"
+ #include "src/common/log.h"
+ 
+ namespace mindspore {
+@@ -355,6 +357,15 @@ int32_t MSLiteModelNapi::GetDeviceInfoContext(ContextInfo *context_ptr,
+           MS_LOG(ERROR) << "Failed to new NNRT deviceInfo.";
+           return ERR_INVALID_OPERATION;
+         }
++        size_t num = 0;
++        auto desc = OH_AI_GetAllNNRTDeviceDescs(&num);
++        if ((desc == nullptr) && (num == 0)) {
++          MS_LOG(WARNING) << "Failed to get nnrt device id, skip adding nnrt device info";
++          break;
++        }
++        auto id = OH_AI_GetDeviceIdFromNNRTDeviceDesc(desc);
++        OH_AI_DestroyAllNNRTDeviceDescs(&desc);
++        nnrt_device->SetDeviceID(id);
+         device_infos.push_back(nnrt_device);
+         break;
+       }
diff --git a/patches/0041-fix-int8-bug.patch b/patches/0041-fix-int8-bug.patch
new file mode 100644
index 0000000000000000000000000000000000000000..aabab0765092b7deb82454c95986676a5cc869f7
--- /dev/null
+++ b/patches/0041-fix-int8-bug.patch
@@ -0,0 +1,11 @@
+diff --git a/mindspore/lite/src/runtime/kernel/cpu/base/custom_base.cc b/mindspore/lite/src/runtime/kernel/cpu/base/custom_base.cc
+index 03477072..ea82e1d8 100644
+--- a/mindspore/lite/src/runtime/kernel/cpu/base/custom_base.cc
++++ b/mindspore/lite/src/runtime/kernel/cpu/base/custom_base.cc
+@@ -43,4 +43,6 @@ int CustomBaseCPUKernel::Run() {
+ REG_KERNEL(kCPU, kNumberTypeInt32, PrimType_Inner_ThirdPartyModel, LiteKernelCreator<CustomBaseCPUKernel>)
+ REG_KERNEL(kCPU, kNumberTypeFloat32, PrimType_Inner_ThirdPartyModel, LiteKernelCreator<CustomBaseCPUKernel>)
+ REG_KERNEL(kCPU, kNumberTypeBool, PrimType_Inner_ThirdPartyModel, LiteKernelCreator<CustomBaseCPUKernel>)
++REG_KERNEL(kCPU, kNumberTypeInt8, PrimType_Inner_ThirdPartyModel, LiteKernelCreator<CustomBaseCPUKernel>)
++REG_KERNEL(kCPU, kNumberTypeUInt8, PrimType_Inner_ThirdPartyModel, LiteKernelCreator<CustomBaseCPUKernel>)
+ }  // namespace mindspore::kernel
diff --git a/patches/0042_nnrt_support_nchw.patch b/patches/0042_nnrt_support_nchw.patch
new file mode 100644
index 0000000000000000000000000000000000000000..4fac7f070806462f27284633b509bf86215eb33e
--- /dev/null
+++ b/patches/0042_nnrt_support_nchw.patch
@@ -0,0 +1,24 @@
+diff --git a/mindspore/lite/src/runtime/delegate/nnrt/nnrt_delegate.cc b/mindspore/lite/src/runtime/delegate/nnrt/nnrt_delegate.cc
+index fa7b55ff..2a3e4e55 100644
+--- a/mindspore/lite/src/runtime/delegate/nnrt/nnrt_delegate.cc
++++ b/mindspore/lite/src/runtime/delegate/nnrt/nnrt_delegate.cc
+@@ -578,8 +578,7 @@ Status NNRTDelegate::CreateNNRTSubgraphKernels(DelegateModel<schema::Primitive>
+       KernelIter kernel_iter = nnrt_subgraph_ranges[i].begin_iter_ + location.node_index;
+       in_tensors.push_back((*kernel_iter)->inputs()[location.tensor_index]);
+       if (in_tensors.back().format() != Format::NHWC) {
+-        format_not_support = true;
+-        break ;
++        MS_LOG(INFO) << "subgraph " << i << " input tensor " << in_tensors.back().Name() << " format isn't NHWC ";
+       }
+     }
+ 
+@@ -600,8 +599,7 @@ Status NNRTDelegate::CreateNNRTSubgraphKernels(DelegateModel<schema::Primitive>
+       KernelIter kernel_iter = nnrt_subgraph_ranges[i].begin_iter_ + location.node_index;
+       out_tensors.push_back((*kernel_iter)->outputs()[location.tensor_index]);
+       if (out_tensors.back().format() != Format::NHWC) {
+-        format_not_support = true;
+-        break ;
++        MS_LOG(INFO) << "subgraph " << i << " output tensor " << out_tensors.back().Name() << " format isn't NHWC ";
+       }
+     }
+     if (format_not_support) {