diff --git a/paddle/fluid/operators/interpolate_v2_op.cc b/paddle/fluid/operators/interpolate_v2_op.cc
index 10a072b5623f9d533274521b5cfe52c0ae2adc44..95404bbd4a8a7a71cf67990d8f987d22d0dcdbce 100644
--- a/paddle/fluid/operators/interpolate_v2_op.cc
+++ b/paddle/fluid/operators/interpolate_v2_op.cc
@@ -466,7 +466,9 @@ class InterpolateV2Op : public framework::OperatorWithKernel {
       }
     }
 #endif
-    if (var_name == "SizeTensor" || var_name == "Scale") {
+
+    if (var_name == "OutSize" || var_name == "SizeTensor" ||
+        var_name == "Scale") {
       return expected_kernel_type;
     }
     return framework::OpKernelType(
@@ -701,7 +703,8 @@ class InterpolateV2OpGrad : public framework::OperatorWithKernel {
       const std::string& var_name,
       const phi::DenseTensor& tensor,
       const framework::OpKernelType& expected_kernel_type) const override {
-    if (var_name == "SizeTensor" || var_name == "Scale") {
+    if (var_name == "OutSize" || var_name == "SizeTensor" ||
+        var_name == "Scale") {
       return expected_kernel_type;
     }
     return framework::OpKernelType(
diff --git a/paddle/phi/kernels/gpu/interpolate_kernel.cu b/paddle/phi/kernels/gpu/interpolate_kernel.cu
index 07e113ef7aa8004284b35ecf14345c4dc0491261..8ca24b3e4f05de66759e7c9c054b19119cf72168 100644
--- a/paddle/phi/kernels/gpu/interpolate_kernel.cu
+++ b/paddle/phi/kernels/gpu/interpolate_kernel.cu
@@ -1458,6 +1458,7 @@ PD_REGISTER_KERNEL(bilinear_interp,
                    double,
                    phi::dtype::float16,
                    int) {
+  kernel->InputAt(1).SetBackend(phi::Backend::ALL_BACKEND);
   kernel->InputAt(2).SetBackend(phi::Backend::ALL_BACKEND);
   kernel->InputAt(3).SetBackend(phi::Backend::ALL_BACKEND);
 }
@@ -1471,6 +1472,7 @@ PD_REGISTER_KERNEL(nearest_interp,
                    phi::dtype::bfloat16,
                    int,
                    int64_t) {
+  kernel->InputAt(1).SetBackend(phi::Backend::ALL_BACKEND);
   kernel->InputAt(2).SetBackend(phi::Backend::ALL_BACKEND);
   kernel->InputAt(3).SetBackend(phi::Backend::ALL_BACKEND);
 }
@@ -1482,6 +1484,7 @@ PD_REGISTER_KERNEL(trilinear_interp,
                    double,
                    phi::dtype::float16,
                    int) {
+  kernel->InputAt(1).SetBackend(phi::Backend::ALL_BACKEND);
   kernel->InputAt(2).SetBackend(phi::Backend::ALL_BACKEND);
   kernel->InputAt(3).SetBackend(phi::Backend::ALL_BACKEND);
 }
@@ -1493,6 +1496,7 @@ PD_REGISTER_KERNEL(linear_interp,
                    double,
                    phi::dtype::float16,
                    int) {
+  kernel->InputAt(1).SetBackend(phi::Backend::ALL_BACKEND);
   kernel->InputAt(2).SetBackend(phi::Backend::ALL_BACKEND);
   kernel->InputAt(3).SetBackend(phi::Backend::ALL_BACKEND);
 }
@@ -1504,6 +1508,7 @@ PD_REGISTER_KERNEL(bicubic_interp,
                    double,
                    phi::dtype::float16,
                    int) {
+  kernel->InputAt(1).SetBackend(phi::Backend::ALL_BACKEND);
   kernel->InputAt(2).SetBackend(phi::Backend::ALL_BACKEND);
   kernel->InputAt(3).SetBackend(phi::Backend::ALL_BACKEND);
 }