diff --git a/mindspore/ccsrc/minddata/dataset/core/ascend_resource.cc b/mindspore/ccsrc/minddata/dataset/core/ascend_resource.cc
index faad212318..aecf6c565a 100644
--- a/mindspore/ccsrc/minddata/dataset/core/ascend_resource.cc
+++ b/mindspore/ccsrc/minddata/dataset/core/ascend_resource.cc
@@ -94,5 +94,9 @@ Status AscendResource::DeviceDataRelease() {
 
 std::shared_ptr<void> AscendResource::GetInstance() { return processor_; }
 
+void *AscendResource::GetContext() { return processor_->GetContext(); }
+
+void *AscendResource::GetStream() { return processor_->GetStream(); }
+
 }  // namespace dataset
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/minddata/dataset/core/ascend_resource.h b/mindspore/ccsrc/minddata/dataset/core/ascend_resource.h
index 48f3c1711a..3a401d6012 100644
--- a/mindspore/ccsrc/minddata/dataset/core/ascend_resource.h
+++ b/mindspore/ccsrc/minddata/dataset/core/ascend_resource.h
@@ -48,6 +48,10 @@ class AscendResource : public DeviceResource {
 
   Status DeviceDataRelease() override;
 
+  void *GetContext() override;
+
+  void *GetStream() override;
+
  private:
   std::shared_ptr<MDAclProcess> processor_;
   std::shared_ptr<ResourceManager> ascend_resource_;
diff --git a/mindspore/ccsrc/minddata/dataset/core/device_resource.cc b/mindspore/ccsrc/minddata/dataset/core/device_resource.cc
index 1bfe905070..76b368416c 100644
--- a/mindspore/ccsrc/minddata/dataset/core/device_resource.cc
+++ b/mindspore/ccsrc/minddata/dataset/core/device_resource.cc
@@ -54,5 +54,17 @@ std::shared_ptr<void> DeviceResource::GetInstance() {
   return nullptr;
 }
 
+void *DeviceResource::GetContext() {
+  MS_LOG(ERROR)
+    << "Is this a device which contains context resource? If yes, please implement GetContext() in the derived class";
+  return nullptr;
+}
+
+void *DeviceResource::GetStream() {
+  MS_LOG(ERROR)
+    << "Is this a device which contains stream resource? If yes, please implement GetContext() in the derived class";
+  return nullptr;
+}
+
 }  // namespace dataset
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/minddata/dataset/core/device_resource.h b/mindspore/ccsrc/minddata/dataset/core/device_resource.h
index 107d9c944c..4517221738 100644
--- a/mindspore/ccsrc/minddata/dataset/core/device_resource.h
+++ b/mindspore/ccsrc/minddata/dataset/core/device_resource.h
@@ -44,6 +44,10 @@ class DeviceResource {
   virtual std::shared_ptr<void> GetInstance();
 
   virtual Status DeviceDataRelease();
+
+  virtual void *GetContext();
+
+  virtual void *GetStream();
 };
 
 }  // namespace dataset
diff --git a/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/DvppCommon.cc b/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/DvppCommon.cc
index 9a93923c08..8c012a93ee 100644
--- a/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/DvppCommon.cc
+++ b/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/DvppCommon.cc
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2020.Huawei Technologies Co., Ltd. All rights reserved.
+ * Copyright (c) 2020-2021.Huawei Technologies Co., Ltd. All rights reserved.
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
@@ -25,7 +25,8 @@ static auto g_picDescDeleter = [](acldvppPicDesc *picDesc) { acldvppDestroyPicDe
 static auto g_roiConfigDeleter = [](acldvppRoiConfig *p) { acldvppDestroyRoiConfig(p); };
 static auto g_jpegeConfigDeleter = [](acldvppJpegeConfig *p) { acldvppDestroyJpegeConfig(p); };
 
-DvppCommon::DvppCommon(aclrtStream dvppStream) : dvppStream_(dvppStream) {}
+DvppCommon::DvppCommon(aclrtContext dvppContext, aclrtStream dvppStream)
+    : dvppContext_(dvppContext), dvppStream_(dvppStream) {}
 
 DvppCommon::DvppCommon(const VdecConfig &vdecConfig) : vdecConfig_(vdecConfig) {}
 
@@ -37,10 +38,11 @@ DvppCommon::DvppCommon(const VdecConfig &vdecConfig) : vdecConfig_(vdecConfig) {
 APP_ERROR DvppCommon::Init(void) {
   dvppChannelDesc_ = acldvppCreateChannelDesc();
   if (dvppChannelDesc_ == nullptr) {
-    return -1;
+    return APP_ERR_COMM_INVALID_POINTER;
   }
+
   APP_ERROR ret = acldvppCreateChannel(dvppChannelDesc_);
-  if (ret != 0) {
+  if (ret != APP_ERR_OK) {
     MS_LOG(ERROR) << "Failed to create dvpp channel: " << GetAppErrCodeInfo(ret) << ".";
     acldvppDestroyChannelDesc(dvppChannelDesc_);
     dvppChannelDesc_ = nullptr;
@@ -117,7 +119,14 @@ APP_ERROR DvppCommon::DeInit(void) {
     return DestroyResource();
   }
 
-  APP_ERROR ret = aclrtSynchronizeStream(dvppStream_);  // APP_ERROR ret
+  // Obtain the dvppContext_ allocated by AscendResource which contains the dvppStream_, they mush bind each other
+  APP_ERROR ret = aclrtSetCurrentContext(dvppContext_);
+  if (ret != APP_ERR_OK) {
+    MS_LOG(ERROR) << "Failed to get ACL context, ret = " << ret;
+    return ret;
+  }
+
+  ret = aclrtSynchronizeStream(dvppStream_);  // APP_ERROR ret
   if (ret != APP_ERR_OK) {
     MS_LOG(ERROR) << "Failed to synchronize stream, ret = " << ret << ".";
     return ret;
@@ -1292,13 +1301,18 @@ APP_ERROR DvppCommon::SinkImageH2D(const RawData &imageInfo, acldvppPixelFormat
     return APP_ERR_DVPP_OBJ_FUNC_MISMATCH;
   }
 
+  APP_ERROR ret = aclrtSetCurrentContext(dvppContext_);
+  if (ret != APP_ERR_OK) {
+    MS_LOG(ERROR) << "Failed to get ACL context, ret = " << ret;
+    return ret;
+  }
+
   int32_t components;
   // Member variable of inputImage_, uint8_t *data will be on device
   inputImage_ = std::make_shared<DvppDataInfo>();
   inputImage_->format = format;
-  APP_ERROR ret =
-    // GetJpegImageInfo(imageInfo.data.get(), imageInfo.lenOfByte, inputImage_->width, inputImage_->height, components);
-    GetJpegImageInfo(imageInfo.data, imageInfo.lenOfByte, inputImage_->width, inputImage_->height, components);
+  ret = GetJpegImageInfo(imageInfo.data, imageInfo.lenOfByte, inputImage_->width, inputImage_->height, components);
+
   if (ret != APP_ERR_OK) {
     MS_LOG(ERROR) << "Failed to get input image info, ret = " << ret << ".";
     return ret;
@@ -1345,12 +1359,18 @@ APP_ERROR DvppCommon::SinkImageH2D(const RawData &imageInfo) {
     return APP_ERR_DVPP_OBJ_FUNC_MISMATCH;
   }
 
+  APP_ERROR ret = aclrtSetCurrentContext(dvppContext_);
+  if (ret != APP_ERR_OK) {
+    MS_LOG(ERROR) << "Failed to get ACL context, ret = " << ret;
+    return ret;
+  }
+
   int32_t components;
   inputImage_ = std::make_shared<DvppDataInfo>();
   acldvppPixelFormat format = PIXEL_FORMAT_RGB_888;
   inputImage_->format = format;
-  APP_ERROR ret =
-    GetPngImageInfo(imageInfo.data, imageInfo.lenOfByte, inputImage_->width, inputImage_->height, components);
+
+  ret = GetPngImageInfo(imageInfo.data, imageInfo.lenOfByte, inputImage_->width, inputImage_->height, components);
   if (ret != APP_ERR_OK) {
     MS_LOG(ERROR) << "Failed to get input image info, ret = " << ret << ".";
     return ret;
diff --git a/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/DvppCommon.h b/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/DvppCommon.h
index 9ef95ab632..aa0c7582e9 100644
--- a/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/DvppCommon.h
+++ b/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/DvppCommon.h
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2020.Huawei Technologies Co., Ltd. All rights reserved.
+ * Copyright (c) 2020-2021.Huawei Technologies Co., Ltd. All rights reserved.
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
@@ -117,7 +117,7 @@ const uint8_t YUV_GREYER_VALUE = 128;     // Filling value of the resized YUV im
 
 class DvppCommon {
  public:
-  explicit DvppCommon(aclrtStream dvppStream);
+  explicit DvppCommon(aclrtContext dvppContext, aclrtStream dvppStream);
   explicit DvppCommon(const VdecConfig &vdecConfig);  // Need by vdec
   ~DvppCommon();
   APP_ERROR Init(void);
@@ -235,7 +235,11 @@ class DvppCommon {
   std::shared_ptr<acldvppPicDesc> decodeOutputDesc_ = nullptr;
 
   acldvppChannelDesc *dvppChannelDesc_ = nullptr;
+
+  // Ascend resource core: (context, stream) is a pair so must bind with each other to make all function perform well
+  aclrtContext dvppContext_ = nullptr;
   aclrtStream dvppStream_ = nullptr;
+
   std::shared_ptr<DvppDataInfo> inputImage_ = nullptr;
   std::shared_ptr<DvppDataInfo> decodedImage_ = nullptr;
   std::shared_ptr<DvppDataInfo> encodedImage_ = nullptr;
diff --git a/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/MDAclProcess.cc b/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/MDAclProcess.cc
index bab98df799..60826968f0 100644
--- a/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/MDAclProcess.cc
+++ b/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/MDAclProcess.cc
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2020.Huawei Technologies Co., Ltd. All rights reserved.
+ * Copyright (c) 2020-2021.Huawei Technologies Co., Ltd. All rights reserved.
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
@@ -112,7 +112,7 @@ APP_ERROR MDAclProcess::Release() {
  */
 APP_ERROR MDAclProcess::InitModule() {
   // Create Dvpp JpegD object
-  dvppCommon_ = std::make_shared<DvppCommon>(stream_);
+  dvppCommon_ = std::make_shared<DvppCommon>(context_, stream_);
   if (dvppCommon_ == nullptr) {
     MS_LOG(ERROR) << "Failed to create dvppCommon_ object";
     return APP_ERR_COMM_INIT_FAIL;
@@ -153,20 +153,31 @@ APP_ERROR MDAclProcess::InitResource() {
 
 std::shared_ptr<DvppCommon> MDAclProcess::GetDeviceModule() { return dvppCommon_; }
 
+aclrtContext MDAclProcess::GetContext() { return context_; }
+
+aclrtStream MDAclProcess::GetStream() { return stream_; }
+
 /*
  * Sink data from Tensor(On host) to DeviceTensor(On device)
  * Two cases are different, jpeg and png
  */
 APP_ERROR MDAclProcess::H2D_Sink(const std::shared_ptr<mindspore::dataset::Tensor> &input,
                                  std::shared_ptr<mindspore::dataset::DeviceTensor> &device_input) {
+  // Recall the context created in InitResource()
+  APP_ERROR ret = aclrtSetCurrentContext(context_);
+  if (ret != APP_ERR_OK) {
+    MS_LOG(ERROR) << "Failed to get ACL context, ret = " << ret;
+    return ret;
+  }
+
   RawData imageinfo;
   uint32_t filesize = input->SizeInBytes();
   // MS_LOG(INFO) << "Filesize on host is: " << filesize;
   imageinfo.lenOfByte = filesize;
   unsigned char *buffer = const_cast<unsigned char *>(input->GetBuffer());
   imageinfo.data = static_cast<void *>(buffer);
+
   // Transfer RawData(Raw image) from host to device, which we call sink
-  APP_ERROR ret;
   if (IsNonEmptyJPEG(input)) {  // case JPEG
     ret = dvppCommon_->SinkImageH2D(imageinfo, PIXEL_FORMAT_YUV_SEMIPLANAR_420);
   } else {  // case PNG
diff --git a/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/MDAclProcess.h b/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/MDAclProcess.h
index 63540b0e5f..41b790ef93 100644
--- a/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/MDAclProcess.h
+++ b/mindspore/ccsrc/minddata/dataset/kernels/image/dvpp/utils/MDAclProcess.h
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2020.Huawei Technologies Co., Ltd. All rights reserved.
+ * Copyright (c) 2020-2021.Huawei Technologies Co., Ltd. All rights reserved.
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
@@ -57,6 +57,10 @@ class MDAclProcess {
   APP_ERROR Release();
   // Create resource for this sample
   APP_ERROR InitResource();
+  // Get Ascend Resource core: context and stream which are created when InitResource()
+  aclrtContext GetContext();
+  aclrtContext GetStream();
+
   // Process the result
   APP_ERROR JPEG_DRC(const RawData &ImageInfo);
   APP_ERROR JPEG_DRC();