diff --git a/paddle/fluid/operators/reverse_op.cc b/paddle/fluid/operators/reverse_op.cc
index 64c4c37bb06154b2f4ba6b3e5062ad514248ac46..a20f7d231fa9ea313581ac0629a87fa5f4a88ce5 100644
--- a/paddle/fluid/operators/reverse_op.cc
+++ b/paddle/fluid/operators/reverse_op.cc
@@ -105,10 +105,3 @@ REGISTER_OP_CPU_KERNEL(
     ops::ReverseKernel<paddle::platform::CPUDeviceContext, bool>,
     ops::ReverseKernel<paddle::platform::CPUDeviceContext, float>,
     ops::ReverseKernel<paddle::platform::CPUDeviceContext, double>)
-REGISTER_OP_CPU_KERNEL(
-    reverse_grad, ops::ReverseKernel<paddle::platform::CPUDeviceContext, int>,
-    ops::ReverseKernel<paddle::platform::CPUDeviceContext, uint8_t>,
-    ops::ReverseKernel<paddle::platform::CPUDeviceContext, int64_t>,
-    ops::ReverseKernel<paddle::platform::CPUDeviceContext, bool>,
-    ops::ReverseKernel<paddle::platform::CPUDeviceContext, float>,
-    ops::ReverseKernel<paddle::platform::CPUDeviceContext, double>)
diff --git a/paddle/fluid/operators/reverse_op.cu b/paddle/fluid/operators/reverse_op.cu
index 7a750c75b5be9b0459bbe0ba74893d8524a58501..635c41529b38f2dd287b00ed2e5659e11f619e78 100644
--- a/paddle/fluid/operators/reverse_op.cu
+++ b/paddle/fluid/operators/reverse_op.cu
@@ -22,10 +22,3 @@ REGISTER_OP_CUDA_KERNEL(
     ops::ReverseKernel<paddle::platform::CUDADeviceContext, bool>,
     ops::ReverseKernel<paddle::platform::CUDADeviceContext, float>,
     ops::ReverseKernel<paddle::platform::CUDADeviceContext, double>)
-REGISTER_OP_CUDA_KERNEL(
-    reverse_grad, ops::ReverseKernel<paddle::platform::CUDADeviceContext, int>,
-    ops::ReverseKernel<paddle::platform::CUDADeviceContext, uint8_t>,
-    ops::ReverseKernel<paddle::platform::CUDADeviceContext, int64_t>,
-    ops::ReverseKernel<paddle::platform::CUDADeviceContext, bool>,
-    ops::ReverseKernel<paddle::platform::CUDADeviceContext, float>,
-    ops::ReverseKernel<paddle::platform::CUDADeviceContext, double>)
diff --git a/paddle/fluid/operators/reverse_op.h b/paddle/fluid/operators/reverse_op.h
index 2af4268dfacc333b124d812f9d666b6cde2416e8..d3c54b731883fe6352790d1ed36849c7b0e76987 100644
--- a/paddle/fluid/operators/reverse_op.h
+++ b/paddle/fluid/operators/reverse_op.h
@@ -24,7 +24,9 @@ struct ReverseFunctor {
   void operator()(const DeviceContext& context, const framework::LoDTensor& in,
                   framework::LoDTensor* out, const std::vector<int>& axis) {
     Eigen::array<bool, Rank> reverse_axis;
-    reverse_axis.fill(false);
+    for (auto& i : reverse_axis) {
+      i = false;
+    }
     for (int a : axis) {
       reverse_axis[a] = true;
     }