diff --git a/tensorflow/core/kernels/reverse_sequence_op.cc b/tensorflow/core/kernels/reverse_sequence_op.cc
index cded417986b..0e112133915 100644
--- a/tensorflow/core/kernels/reverse_sequence_op.cc
+++ b/tensorflow/core/kernels/reverse_sequence_op.cc
@@ -17,9 +17,9 @@ limitations under the License.
 
 #define EIGEN_USE_THREADS
 
-#if GOOGLE_CUDA
+#if GOOGLE_CUDA || TENSORFLOW_USE_ROCM
 #define EIGEN_USE_GPU
-#endif  // GOOGLE_CUDA
+#endif  // GOOGLE_CUDA || TENSORFLOW_USE_ROCM
 
 #include "tensorflow/core/kernels/reverse_sequence_op.h"
 
@@ -177,7 +177,7 @@ class ReverseSequenceOp : public OpKernel {
 TF_CALL_NUMBER_TYPES(REGISTER_REVERSE_SEQUENCE_LEN);
 TF_CALL_bool(REGISTER_REVERSE_SEQUENCE_LEN);
 
-#if GOOGLE_CUDA
+#if GOOGLE_CUDA || TENSORFLOW_USE_ROCM
 
 // Forward declarations of the functor specializations for GPU.
 namespace functor {
@@ -222,6 +222,6 @@ TF_CALL_bool(REGISTER_REVERSE_SEQUENCE_GPU_LEN);
 
 #undef REGISTER_REVERSE_SEQUENCE_GPU
 
-#endif  // GOOGLE_CUDA
+#endif  // GOOGLE_CUDA || TENSORFLOW_USE_ROCM
 
 }  // namespace tensorflow
diff --git a/tensorflow/core/kernels/reverse_sequence_op_gpu.cu.cc b/tensorflow/core/kernels/reverse_sequence_op_gpu.cu.cc
index 4a2136a2cd3..948a99a7d37 100644
--- a/tensorflow/core/kernels/reverse_sequence_op_gpu.cu.cc
+++ b/tensorflow/core/kernels/reverse_sequence_op_gpu.cu.cc
@@ -13,7 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
-#if GOOGLE_CUDA
+#if GOOGLE_CUDA || TENSORFLOW_USE_ROCM
 
 #define EIGEN_USE_GPU
 
@@ -43,4 +43,4 @@ TF_CALL_bool(DEFINE_GPU_SPECS);
 
 }  // end namespace tensorflow
 
-#endif  // GOOGLE_CUDA
+#endif  // GOOGLE_CUDA || TENSORFLOW_USE_ROCM