diff --git a/paddle/phi/kernels/kps/compare_kernel.cu b/paddle/phi/kernels/kps/compare_kernel.cu
index b981d802255a2a4550034b69fe7d7fc10e341587..b882fcc2a6c960032936c040bb1604776f60de6a 100644
--- a/paddle/phi/kernels/kps/compare_kernel.cu
+++ b/paddle/phi/kernels/kps/compare_kernel.cu
@@ -114,7 +114,8 @@ PD_REGISTER_KERNEL(less_than,
                    int64_t,
                    float,
                    double,
-                   phi::dtype::float16) {}
+                   phi::dtype::float16,
+                   phi::dtype::bfloat16) {}
 PD_REGISTER_KERNEL(less_equal,
                    KPS,
                    ALL_LAYOUT,
@@ -125,7 +126,8 @@ PD_REGISTER_KERNEL(less_equal,
                    int64_t,
                    float,
                    double,
-                   phi::dtype::float16) {}
+                   phi::dtype::float16,
+                   phi::dtype::bfloat16) {}
 PD_REGISTER_KERNEL(greater_than,
                    KPS,
                    ALL_LAYOUT,
@@ -136,7 +138,8 @@ PD_REGISTER_KERNEL(greater_than,
                    int64_t,
                    float,
                    double,
-                   phi::dtype::float16) {}
+                   phi::dtype::float16,
+                   phi::dtype::bfloat16) {}
 PD_REGISTER_KERNEL(greater_equal,
                    KPS,
                    ALL_LAYOUT,
@@ -147,7 +150,8 @@ PD_REGISTER_KERNEL(greater_equal,
                    int64_t,
                    float,
                    double,
-                   phi::dtype::float16) {}
+                   phi::dtype::float16,
+                   phi::dtype::bfloat16) {}
 PD_REGISTER_KERNEL(equal,
                    KPS,
                    ALL_LAYOUT,
@@ -158,7 +162,8 @@ PD_REGISTER_KERNEL(equal,
                    int64_t,
                    float,
                    double,
-                   phi::dtype::float16) {}
+                   phi::dtype::float16,
+                   phi::dtype::bfloat16) {}
 PD_REGISTER_KERNEL(not_equal,
                    KPS,
                    ALL_LAYOUT,
@@ -169,7 +174,8 @@ PD_REGISTER_KERNEL(not_equal,
                    int64_t,
                    float,
                    double,
-                   phi::dtype::float16) {}
+                   phi::dtype::float16,
+                   phi::dtype::bfloat16) {}
 
 PD_REGISTER_KERNEL(equal_all,
                    KPS,