diff --git a/paddle/fluid/operators/huber_loss_op.cu b/paddle/fluid/operators/huber_loss_op.cu
index 09c743c4275169ba8c53ccbd428100b2fc4483d6..4ce6856a7eade1b314d8aef1d039424ad42e07cf 100644
--- a/paddle/fluid/operators/huber_loss_op.cu
+++ b/paddle/fluid/operators/huber_loss_op.cu
@@ -16,7 +16,9 @@ limitations under the License. */
 namespace ops = paddle::operators;
 REGISTER_OP_CUDA_KERNEL(
     huber_loss,
-    ops::HuberLossKernel<paddle::platform::CUDADeviceContext, float>);
+    ops::HuberLossKernel<paddle::platform::CUDADeviceContext, float>,
+    ops::HuberLossKernel<paddle::platform::CUDADeviceContext, double>);
 REGISTER_OP_CUDA_KERNEL(
     huber_loss_grad,
-    ops::HuberLossGradKernel<paddle::platform::CUDADeviceContext, float>);
+    ops::HuberLossGradKernel<paddle::platform::CUDADeviceContext, float>,
+    ops::HuberLossGradKernel<paddle::platform::CUDADeviceContext, double>);