diff --git a/paddle/pten/core/kernel_registry.h b/paddle/pten/core/kernel_registry.h
index 927c36e9e8f432f2d7f068c6f76142a2509faced..df95f50c98106b3bd6a2fc65b06d3bc96dbb547b 100644
--- a/paddle/pten/core/kernel_registry.h
+++ b/paddle/pten/core/kernel_registry.h
@@ -184,7 +184,7 @@ struct KernelRegistrar {
     KernelKey kernel_key(backend, layout, dtype);
     Kernel kernel(kernel_fn, variadic_kernel_fn);
     args_parse_fn(kernel_key, kernel.mutable_args_def());
-    args_def_fn(&kernel);
+    args_def_fn(kernel_key, &kernel);
     KernelFactory::Instance().kernels()[kernel_name][kernel_key] = kernel;
   }
 };
@@ -231,7 +231,7 @@ struct KernelRegistrar {
     kernel_name, backend, layout, meta_kernel_fn, ...)                      \
   PT_KERNEL_INSTANTIATION(meta_kernel_fn, backend, __VA_ARGS__);            \
   static void __PT_KERNEL_args_def_FN_##kernel_name##_##backend##_##layout( \
-      ::pten::Kernel*);                                                     \
+      const ::pten::KernelKey& kernel_key, ::pten::Kernel* kernel);         \
   PT_KERNEL_REGISTRAR_INIT(                                                 \
       kernel_name,                                                          \
       backend,                                                              \
@@ -240,7 +240,7 @@ struct KernelRegistrar {
       meta_kernel_fn,                                                       \
       __VA_ARGS__);                                                         \
   void __PT_KERNEL_args_def_FN_##kernel_name##_##backend##_##layout(        \
-      ::pten::Kernel* kernel)
+      const ::pten::KernelKey& kernel_key, ::pten::Kernel* kernel)
 #else
 /**
  * `template decltype(fn) fn` can work on gcc and clang,
@@ -257,7 +257,7 @@ struct KernelRegistrar {
 #define _PT_REGISTER_2TA_KERNEL(                                            \
     kernel_name, backend, layout, meta_kernel_fn, ...)                      \
   static void __PT_KERNEL_args_def_FN_##kernel_name##_##backend##_##layout( \
-      ::pten::Kernel*);                                                     \
+      const ::pten::KernelKey& kernel_key, ::pten::Kernel* kernel);         \
   PT_EXPAND(PT_KERNEL_REGISTRAR_INIT(                                       \
       kernel_name,                                                          \
       backend,                                                              \
@@ -266,7 +266,7 @@ struct KernelRegistrar {
       meta_kernel_fn,                                                       \
       __VA_ARGS__));                                                        \
   void __PT_KERNEL_args_def_FN_##kernel_name##_##backend##_##layout(        \
-      ::pten::Kernel* kernel)
+      const ::pten::KernelKey& kernel_key, ::pten::Kernel* kernel)
 #endif
 
 #define PT_KERNEL_INSTANTIATION(meta_kernel_fn, backend, ...) \
@@ -786,7 +786,7 @@ struct KernelRegistrar {
     kernel_name, backend, layout, kernel_fn, dtype)                         \
   template decltype(kernel_fn) kernel_fn;                                   \
   static void __PT_KERNEL_args_def_FN_##kernel_name##_##backend##_##layout( \
-      ::pten::Kernel*);                                                     \
+      const ::pten::KernelKey& kernel_key, ::pten::Kernel* kernel);         \
   static const ::pten::KernelRegistrar                                      \
       __reg_pt_kernel_##kernel_name##_##backend##_##layout(                 \
           #kernel_name,                                                     \
@@ -800,12 +800,12 @@ struct KernelRegistrar {
     return 0;                                                               \
   }                                                                         \
   void __PT_KERNEL_args_def_FN_##kernel_name##_##backend##_##layout(        \
-      ::pten::Kernel* kernel)
+      const ::pten::KernelKey& kernel_key, ::pten::Kernel* kernel)
 #else
 #define _PT_REGISTER_GENERAL_KERNEL(                                        \
     kernel_name, backend, layout, kernel_fn, dtype)                         \
   static void __PT_KERNEL_args_def_FN_##kernel_name##_##backend##_##layout( \
-      ::pten::Kernel*);                                                     \
+      const ::pten::KernelKey& kernel_key, ::pten::Kernel* kernel);         \
   static const ::pten::KernelRegistrar                                      \
       __reg_pt_kernel_##kernel_name##_##backend##_##layout(                 \
           #kernel_name,                                                     \
@@ -819,7 +819,7 @@ struct KernelRegistrar {
     return 0;                                                               \
   }                                                                         \
   void __PT_KERNEL_args_def_FN_##kernel_name##_##backend##_##layout(        \
-      ::pten::Kernel* kernel)
+      const ::pten::KernelKey& kernel_key, ::pten::Kernel* kernel)
 #endif
 
 /** PT_DECLARE_KERNEL
diff --git a/paddle/pten/core/type_defs.h b/paddle/pten/core/type_defs.h
index 9b91720d86f1e92c12df0a7836bd51c67f7383b6..4ecc12fcdef0174ae6f3efa5de6d1a9996bc2f7c 100644
--- a/paddle/pten/core/type_defs.h
+++ b/paddle/pten/core/type_defs.h
@@ -27,7 +27,7 @@ class ArgumentMappingContext;
 class InferMetaContext;
 
 using KernelFn = std::function<void(KernelContext* ctx)>;
-using KernelArgsDefFn = void (*)(Kernel* kernel);
+using KernelArgsDefFn = void (*)(const KernelKey& kernel_key, Kernel* kernel);
 using KernelArgsParseFn = void (*)(const KernelKey& default_key,
                                    KernelArgsDef* args_def);
 
diff --git a/paddle/pten/tests/core/test_kernel_factory.cc b/paddle/pten/tests/core/test_kernel_factory.cc
index 5355921ddbe018b24cf874d6bb7b54da48c967f3..c9e8dffe56ff958054c812dc860ec517418a06de 100644
--- a/paddle/pten/tests/core/test_kernel_factory.cc
+++ b/paddle/pten/tests/core/test_kernel_factory.cc
@@ -15,6 +15,8 @@ limitations under the License. */
 #include <iostream>
 #include <sstream>
 
+#include "paddle/pten/common/float16.h"
+#include "paddle/pten/core/dense_tensor.h"
 #include "paddle/pten/core/kernel_factory.h"
 #include "paddle/pten/core/kernel_registry.h"
 
@@ -47,5 +49,42 @@ TEST(KernelFactory, SelectedKernelMap) {
   }
 }
 
+template <typename T, typename Context>
+void TestKernel(const Context& dev_ctx,
+                const DenseTensor& x,
+                const DenseTensor& param,
+                DenseTensor* out) {}
+
+TEST(KernelRegistry, SetFP32Input) {
+  pten::KernelKey kernel_key(pten::Backend::CPU,
+                             pten::DataLayout::ALL_LAYOUT,
+                             pten::DataType::FLOAT16);
+  auto test_kernel =
+      pten::KernelFactory::Instance().SelectKernel("test", kernel_key);
+  EXPECT_TRUE(test_kernel.IsValid());
+  auto& arg_defs = test_kernel.args_def();
+  auto& input_defs = arg_defs.input_defs();
+  auto& attr_defs = arg_defs.attribute_defs();
+  auto& output_defs = arg_defs.output_defs();
+  EXPECT_EQ(input_defs.size(), 2UL);
+  EXPECT_EQ(attr_defs.size(), 0UL);
+  EXPECT_EQ(output_defs.size(), 1UL);
+  EXPECT_EQ(input_defs.at(0).dtype, pten::DataType::FLOAT16);
+  EXPECT_EQ(input_defs.at(1).dtype, pten::DataType::FLOAT32);
+  EXPECT_EQ(output_defs.at(0).dtype, pten::DataType::FLOAT16);
+}
+
 }  // namespace tests
 }  // namespace pten
+
+PT_REGISTER_KERNEL(test,
+                   CPU,
+                   ALL_LAYOUT,
+                   pten::tests::TestKernel,
+                   float,
+                   double,
+                   pten::dtype::float16) {
+  if (kernel_key.dtype() == pten::DataType::FLOAT16) {
+    kernel->InputAt(1).SetDataType(pten::DataType::FLOAT32);
+  }
+}