diff --git a/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/bnupdate_eltwise_eltwise_fusion_pass.cc b/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/bnupdate_eltwise_eltwise_fusion_pass.cc
index 8c4b1dcc63f..118d5663831 100644
--- a/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/bnupdate_eltwise_eltwise_fusion_pass.cc
+++ b/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/bnupdate_eltwise_eltwise_fusion_pass.cc
@@ -70,10 +70,8 @@ void BnupdateEltwiseEltwiseFusionPass::MatchSingleFusionPattern(const session::K
     if (AnfAlgo::GetKernelType(cnode) == KernelType::TBE_KERNEL &&
         AnfAlgo::GetFusionType(cnode) == kernel::FusionType::ELEMWISE) {
       auto eltwise_input = cnode->input(1);
-      if (AnfAlgo::GetCNodeName(cnode) == kReluV2OpName || AnfAlgo::CheckPrimitiveType(cnode, prim::kPrimRelu)) {
-        if (eltwise_input->isa<CNode>() && AnfAlgo::CheckPrimitiveType(eltwise_input, prim::kPrimTensorAdd)) {
-          MatchBnupdateAddRelu(cnode, eltwise_input, kernel_graph, candidate_fusion);
-        }
+      if (eltwise_input->isa<CNode>() && AnfAlgo::CheckPrimitiveType(eltwise_input, prim::kPrimTensorAdd)) {
+        MatchBnupdateAddRelu(cnode, eltwise_input, kernel_graph, candidate_fusion);
       }
     }
   }
diff --git a/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/bnupdate_eltwise_fusion_pass.cc b/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/bnupdate_eltwise_fusion_pass.cc
index 348504345a3..6bb2a000879 100644
--- a/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/bnupdate_eltwise_fusion_pass.cc
+++ b/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/bnupdate_eltwise_fusion_pass.cc
@@ -65,10 +65,8 @@ void BnupdateEltwiseFusionPass::MatchSingleFusionPattern(const session::KernelGr
     if (AnfAlgo::GetKernelType(cnode) == KernelType::TBE_KERNEL &&
         AnfAlgo::GetFusionType(cnode) == kernel::FusionType::ELEMWISE) {
       auto eltwise_input = cnode->input(1);
-      if (AnfAlgo::GetCNodeName(cnode) == kReluV2OpName || AnfAlgo::CheckPrimitiveType(cnode, prim::kPrimRelu)) {
-        if (eltwise_input->isa<CNode>() && AnfAlgo::CheckPrimitiveType(eltwise_input, prim::kPrimTupleGetItem)) {
-          MatchBnupdateRelu(cnode, eltwise_input, kernel_graph, candidate_fusion);
-        }
+      if (eltwise_input->isa<CNode>() && AnfAlgo::CheckPrimitiveType(eltwise_input, prim::kPrimTupleGetItem)) {
+        MatchBnupdateRelu(cnode, eltwise_input, kernel_graph, candidate_fusion);
       }
     }
   }
diff --git a/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/depthwiseconv_eltwise_fusion_pass.cc b/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/depthwiseconv_eltwise_fusion_pass.cc
index f485e901d8a..98a6838bedd 100644
--- a/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/depthwiseconv_eltwise_fusion_pass.cc
+++ b/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/depthwiseconv_eltwise_fusion_pass.cc
@@ -74,11 +74,8 @@ void DepthwiseConvEltwiseFusionPass::MatchSingleFusionPattern(const session::Ker
     if (AnfAlgo::GetKernelType(cnode) == KernelType::TBE_KERNEL &&
         AnfAlgo::GetFusionType(cnode) == kernel::FusionType::ELEMWISE) {
       auto eltwise_input = cnode->input(1);
-      if (AnfAlgo::GetCNodeName(cnode) == kReluV2OpName || AnfAlgo::CheckPrimitiveType(cnode, prim::kPrimRelu)) {
-        if (eltwise_input->isa<CNode>() &&
-            AnfAlgo::CheckPrimitiveType(eltwise_input, prim::kPrimDepthwiseConv2dNative)) {
-          MatchDepthwiseConvRelu(cnode, kernel_graph, candidate_fusion, true);
-        }
+      if (eltwise_input->isa<CNode>() && AnfAlgo::CheckPrimitiveType(eltwise_input, prim::kPrimDepthwiseConv2dNative)) {
+        MatchDepthwiseConvRelu(cnode, kernel_graph, candidate_fusion, true);
       }
     } else if (AnfAlgo::GetCNodeName(cnode) == prim::kPrimDepthwiseConv2dNative->name()) {
       MatchDepthwiseConvRelu(cnode, kernel_graph, candidate_fusion, false);
diff --git a/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/eltwise_fusion_pass.cc b/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/eltwise_fusion_pass.cc
index 42860de7004..ca7bd4dc3a8 100644
--- a/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/eltwise_fusion_pass.cc
+++ b/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/eltwise_fusion_pass.cc
@@ -55,6 +55,7 @@ void EltwiseFusionPass::MatchSingleFusionPattern(const session::KernelGraph &ker
                                                  FusedNodeRecord *candidate_fusion) {
   MS_EXCEPTION_IF_NULL(candidate_fusion);
   std::vector<AnfNodePtr> node_list = TopoSort(kernel_graph.get_return());
+  std::reverse(node_list.begin(), node_list.end());
   for (auto &node : node_list) {
     if (!AnfAlgo::IsRealCNodeKernel(node) || fusion_id_allocator->HasFusionIdAttr(node) ||
         AnfAlgo::CheckPrimitiveType(node, prim::kPrimReturn)) {
diff --git a/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/segment_eltwise_fusion_pass.cc b/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/segment_eltwise_fusion_pass.cc
index 1926d64c61f..0144c90a865 100644
--- a/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/segment_eltwise_fusion_pass.cc
+++ b/mindspore/ccsrc/pre_activate/ascend/buffer_fusion/segment_eltwise_fusion_pass.cc
@@ -73,6 +73,7 @@ void SegmentEltwiseFusionPass::MatchSingleFusionPattern(const session::KernelGra
                                                         FusedNodeRecord *candidate_fusion) {
   MS_EXCEPTION_IF_NULL(candidate_fusion);
   std::vector<AnfNodePtr> node_list = TopoSort(kernel_graph.get_return());
+  std::reverse(node_list.begin(), node_list.end());
   for (auto &node : node_list) {
     if (!AnfAlgo::IsRealCNodeKernel(node) || fusion_id_allocator->HasFusionIdAttr(node) ||
         AnfAlgo::CheckPrimitiveType(node, prim::kPrimReturn)) {