diff --git a/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/stridedread_conv_stridedwrite_fusion_pass.cc b/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/stridedread_conv_stridedwrite_fusion_pass.cc
index 765b0d8c6649e46e0ba3d57c0f27078db47f01e7..5bc0fdced7e96eb296909a3763c6d0860ffe3947 100644
--- a/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/stridedread_conv_stridedwrite_fusion_pass.cc
+++ b/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/stridedread_conv_stridedwrite_fusion_pass.cc
@@ -37,14 +37,12 @@ void StridedReadConvStridedWriteFusionPass::MatchStridedReadConvStridedWrite(con
   MS_EXCEPTION_IF_NULL(manager);
   std::unordered_set<AnfNodePtr> record{cnode};
   auto write_input = cnode->input(1);
-
   if (CheckEltWiseNode(manager.get(), write_input)) {
     (void)record.insert(write_input);
     auto input_cnode = write_input->cast<CNodePtr>();
     MS_EXCEPTION_IF_NULL(input_cnode);
     write_input = input_cnode->input(1);
   }
-
   MS_EXCEPTION_IF_NULL(write_input);
   if (!write_input->isa<CNode>() || !AnfAlgo::IsRealCNodeKernel(write_input) ||
       fusion_id_allocator->HasFusionIdAttr(write_input)) {
@@ -63,7 +61,6 @@ void StridedReadConvStridedWriteFusionPass::MatchStridedReadConvStridedWrite(con
         fusion_id_allocator->HasFusionIdAttr(conv_input)) {
       return;
     }
-
     if (AnfAlgo::GetCNodeName(conv_input) == kStridedReadOpName) {
       (void)record.insert(conv_input);
       candidate_fusion->push_back(record);
diff --git a/mindspore/ccsrc/pre_activate/ascend/format_type/rectify_do_mask_kernel_info.cc b/mindspore/ccsrc/pre_activate/ascend/format_type/rectify_do_mask_kernel_info.cc
index 32e4987f5a29493bb3d362b472ab13e7cdd19afd..d81a8c90cea827e51442b538c18402131c577bd3 100644
--- a/mindspore/ccsrc/pre_activate/ascend/format_type/rectify_do_mask_kernel_info.cc
+++ b/mindspore/ccsrc/pre_activate/ascend/format_type/rectify_do_mask_kernel_info.cc
@@ -44,18 +44,7 @@ const AnfNodePtr RectifyDoMaskKernelInfo::Process(const FuncGraphPtr &graph, con
   auto ms_context = MsContext::GetInstance();
   MS_EXCEPTION_IF_NULL(ms_context);
   if (ms_context->execution_mode() == kPynativeMode) {
-    if (AnfAlgo::GetCNodeName(cnode) != prim::kPrimDropoutDoMask->name()) {
-      return nullptr;
-    }
-    auto do_mask_input_format = AnfAlgo::GetInputFormat(node, 0);
-    if (do_mask_input_format != kOpFormat_DEFAULT) {
-      auto builder =
-        std::make_shared<kernel::KernelBuildInfo::KernelBuildInfoBuilder>(AnfAlgo::GetSelectKernelBuildInfo(node));
-      builder->SetInputFormat(kOpFormat_DEFAULT, 0);
-      builder->SetOutputFormat(kOpFormat_DEFAULT, 0);
-      AnfAlgo::SetSelectKernelBuildInfo(builder->Build(), node.get());
-    }
-    return nullptr;
+    return RectifyKernelInfoInPynativeProcess(node);
   }
   if (AnfAlgo::GetCNodeName(cnode) != prim::kPrimDropoutGenMask->name()) {
     return nullptr;
@@ -139,6 +128,7 @@ std::string RectifyDoMaskKernelInfo::GetConvertFormat(const std::map<std::string
   }
   return convert_format;
 }
+
 void RectifyDoMaskKernelInfo::RectifyDropOutDoMaskKernelInfo(const std::vector<CNodePtr> &do_mask_node_list,
                                                              const std::string &format) const {
   for (const auto &do_mask : do_mask_node_list) {
@@ -150,5 +140,24 @@ void RectifyDoMaskKernelInfo::RectifyDropOutDoMaskKernelInfo(const std::vector<C
   }
 }
 
+AnfNodePtr RectifyDoMaskKernelInfo::RectifyKernelInfoInPynativeProcess(const AnfNodePtr &node) const {
+  MS_EXCEPTION_IF_NULL(node);
+  auto cnode = node->cast<CNodePtr>();
+  if (cnode == nullptr) {
+    return nullptr;
+  }
+  if (AnfAlgo::GetCNodeName(cnode) != prim::kPrimDropoutDoMask->name()) {
+    return nullptr;
+  }
+  auto do_mask_input_format = AnfAlgo::GetInputFormat(node, 0);
+  if (do_mask_input_format != kOpFormat_DEFAULT) {
+    auto builder =
+      std::make_shared<kernel::KernelBuildInfo::KernelBuildInfoBuilder>(AnfAlgo::GetSelectKernelBuildInfo(node));
+    builder->SetInputFormat(kOpFormat_DEFAULT, 0);
+    builder->SetOutputFormat(kOpFormat_DEFAULT, 0);
+    AnfAlgo::SetSelectKernelBuildInfo(builder->Build(), node.get());
+  }
+  return nullptr;
+}
 }  // namespace opt
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/pre_activate/ascend/format_type/rectify_do_mask_kernel_info.h b/mindspore/ccsrc/pre_activate/ascend/format_type/rectify_do_mask_kernel_info.h
index 83f7e397bd4025309fdcc3e88568cfc301f6cc2e..81bad4d8f892a4a71e54e4b064a53715d0d28acd 100644
--- a/mindspore/ccsrc/pre_activate/ascend/format_type/rectify_do_mask_kernel_info.h
+++ b/mindspore/ccsrc/pre_activate/ascend/format_type/rectify_do_mask_kernel_info.h
@@ -33,6 +33,7 @@ class RectifyDoMaskKernelInfo : public PatternProcessPass {
 
  private:
   void RectifyKernelInfo(const std::vector<CNodePtr> &do_mask_node_list) const;
+  AnfNodePtr RectifyKernelInfoInPynativeProcess(const AnfNodePtr &node) const;
   std::string GetConvertFormat(const std::map<std::string, size_t> &format_counter) const;
   void RectifyDropOutDoMaskKernelInfo(const std::vector<CNodePtr> &do_mask_node_list, const std::string &format) const;
 };
diff --git a/mindspore/ccsrc/pre_activate/pass/optimize_dependence.cc b/mindspore/ccsrc/pre_activate/pass/optimize_dependence.cc
index ee480b9c8667d3fea3c258339f79bf67f4db1ad1..1d5f909e7d28c1c28a7039089eef7dc15f523ce8 100644
--- a/mindspore/ccsrc/pre_activate/pass/optimize_dependence.cc
+++ b/mindspore/ccsrc/pre_activate/pass/optimize_dependence.cc
@@ -112,32 +112,13 @@ const AnfNodePtr OptimizeDependence::Process(const FuncGraphPtr &func_graph, con
   }
   auto input_num = AnfAlgo::GetInputTensorNum(depend_cnode);
   while (index < input_num) {
-    auto replacing_node = AnfAlgo::GetInputNode(depend_cnode, index);
-    ++index;
-    MS_EXCEPTION_IF_NULL(replacing_node);
-    if (!replacing_node->isa<CNode>()) {
-      new_depend_inputs.push_back(replacing_node);
-      continue;
-    }
-    auto replacing_cnode = replacing_node->cast<CNodePtr>();
-    MS_EXCEPTION_IF_NULL(replacing_cnode);
-    // Deal with the make_tuple with TransData or Cast inputs.
-    auto make_tuple_replace_node = ReplaceMakeTuple(func_graph, replacing_cnode);
-    if (make_tuple_replace_node != nullptr) {
-      new_depend_inputs.push_back(make_tuple_replace_node);
-      continue;
-    }
-    AnfNodePtr replace_node = GetReplaceNode(replacing_cnode);
-    if (replace_node == nullptr) {
-      new_depend_inputs.push_back(replacing_node);
-      MS_LOG(DEBUG) << "Can not find the TransData or Cast with single output node. Depend node: "
-                    << node->DebugString();
-      continue;
-    }
+    auto replace_node = GetConvertNode(func_graph, node, index);
+    MS_EXCEPTION_IF_NULL(replace_node);
     new_depend_inputs.push_back(replace_node);
+    ++index;
   }
   auto kernel_graph = func_graph->cast<std::shared_ptr<session::KernelGraph>>();
-  CNodePtr new_depend;
+  CNodePtr new_depend = nullptr;
   if (kernel_graph == nullptr) {
     new_depend = func_graph->NewCNode(new_depend_inputs);
     MS_EXCEPTION_IF_NULL(new_depend);
@@ -150,5 +131,31 @@ const AnfNodePtr OptimizeDependence::Process(const FuncGraphPtr &func_graph, con
   }
   return new_depend;
 }
+
+const AnfNodePtr OptimizeDependence::GetConvertNode(const FuncGraphPtr &graph, const AnfNodePtr &node,
+                                                    const size_t index) const {
+  MS_EXCEPTION_IF_NULL(graph);
+  MS_EXCEPTION_IF_NULL(node);
+  auto depend_cnode = node->cast<CNodePtr>();
+  auto replacing_node = AnfAlgo::GetInputNode(depend_cnode, index);
+  MS_EXCEPTION_IF_NULL(replacing_node);
+  if (!replacing_node->isa<CNode>()) {
+    return replacing_node;
+  }
+  auto replacing_cnode = replacing_node->cast<CNodePtr>();
+  MS_EXCEPTION_IF_NULL(replacing_cnode);
+  // Deal with the make_tuple with TransData or Cast inputs.
+  auto make_tuple_replace_node = ReplaceMakeTuple(graph, replacing_cnode);
+  if (make_tuple_replace_node != nullptr) {
+    return make_tuple_replace_node;
+  }
+  AnfNodePtr replace_node = GetReplaceNode(replacing_cnode);
+  if (replace_node == nullptr) {
+    MS_LOG(DEBUG) << "Can not find the TransData or Cast with single output node. Depend node: " << node->DebugString();
+    return replacing_node;
+  }
+  return replace_node;
+}
+
 }  // namespace opt
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/pre_activate/pass/optimize_dependence.h b/mindspore/ccsrc/pre_activate/pass/optimize_dependence.h
index d2995cdd302b5f9a87550bb2cfbdd204aa7d6bb8..30027b790aabdf55c7ed3f2c502acbb59f30fed3 100644
--- a/mindspore/ccsrc/pre_activate/pass/optimize_dependence.h
+++ b/mindspore/ccsrc/pre_activate/pass/optimize_dependence.h
@@ -27,6 +27,7 @@ class OptimizeDependence : public PatternProcessPass {
   ~OptimizeDependence() override = default;
   const BaseRef DefinePattern() const override;
   const AnfNodePtr Process(const FuncGraphPtr &, const AnfNodePtr &, const EquivPtr &) const override;
+  const AnfNodePtr GetConvertNode(const FuncGraphPtr &graph, const AnfNodePtr &node, const size_t index) const;
 };
 }  // namespace opt
 }  // namespace mindspore