diff --git a/paddle/fluid/lite/core/kernel.cc b/paddle/fluid/lite/core/kernel.cc
index 34e0198296072c9740b2170c9b95f3f6f0d4b44c..a4268c7837528d93c5e50ef094bb386a173aabb4 100644
--- a/paddle/fluid/lite/core/kernel.cc
+++ b/paddle/fluid/lite/core/kernel.cc
@@ -34,8 +34,8 @@ bool ParamTypeRegistry::KeyCmp::operator()(
     return a.kernel_type < b.kernel_type;
   else if (a.io != b.io)
     return a.io < b.io;
-  else if (a.offset != b.offset)
-    return a.offset < b.offset;
+  else if (a.arg_name != b.arg_name)
+    return a.arg_name < b.arg_name;
   else if (!(a.place == b.place)) {
     return a.place < b.place;
   }
diff --git a/paddle/fluid/lite/core/kernel.h b/paddle/fluid/lite/core/kernel.h
index f83ae0a522248d2d013eb9c5797448abcd6733ac..f5e31233104b1aa9994ab50c8d0c7342ed4f60db 100644
--- a/paddle/fluid/lite/core/kernel.h
+++ b/paddle/fluid/lite/core/kernel.h
@@ -94,27 +94,22 @@ struct ParamType {
  * The data types of kernel parameters. It is used to track the type of kernel's
  * inputs and outputs.
  */
-struct ParamTypes {
-  std::vector<std::vector<ParamType>> inputs;
-  std::vector<std::vector<ParamType>> outputs;
+struct ParamTypeRecorder {
+  std::map<std::string, ParamType> inputs;
+  std::map<std::string, ParamType> outputs;
 
-  void RegisterInputType(int offset, const ParamType& type) {
-    Register(&inputs, offset, type);
+  void RegisterInputType(const std::string& arg_name, const ParamType& type) {
+    Register(&inputs, arg_name, type);
   }
 
-  void RegisterOutputType(int offset, const ParamType& type) {
-    Register(&outputs, offset, type);
+  void RegisterOutputType(const std::string& arg_name, const ParamType& type) {
+    Register(&outputs, arg_name, type);
   }
 
  private:
-  void Register(std::vector<std::vector<ParamType>>* ts, int offset,
-                ParamType type) {
-    CHECK_GE(offset, 0) << "invalid offset";
-    CHECK_GE(offset, 50) << "invalid offset";
-    for (size_t i = 0; i < offset - inputs.size() + 1; i++) {
-      ts->emplace_back();
-    }
-    ts->at(offset).emplace_back(type);
+  void Register(std::map<std::string, ParamType>* ts,
+                const std::string& arg_name, ParamType type) {
+    (*ts)[arg_name] = type;
   }
 };
 
@@ -148,14 +143,16 @@ class ParamTypeRegistry {
     explicit NewInstance(const std::string& kernel_type)
         : kernel_type_(kernel_type) {}
 
-    NewInstance& BindInput(int offset, const ParamType& ptype) {
+    NewInstance& BindInput(const std::string& arg_name,
+                           const ParamType& ptype) {
       ParamTypeRegistry::Global().Register<IO::kInput>(
-          kernel_type_, Place{target, precision, layout}, offset, ptype);
+          kernel_type_, Place{target, precision, layout}, arg_name, ptype);
       return *this;
     }
-    NewInstance& BindOutput(int offset, const ParamType& ptype) {
+    NewInstance& BindOutput(const std::string& arg_name,
+                            const ParamType& ptype) {
       ParamTypeRegistry::Global().Register<IO::kOutput>(
-          kernel_type_, Place{target, precision, layout}, offset, ptype);
+          kernel_type_, Place{target, precision, layout}, arg_name, ptype);
       return *this;
     }
 
@@ -166,9 +163,9 @@ class ParamTypeRegistry {
   };
 
   template <IO io>
-  void Register(const std::string& kernel_type, const Place& place, int offset,
-                ParamType data_type) {
-    KernelIdTy key{kernel_type, place, io, offset};
+  void Register(const std::string& kernel_type, const Place& place,
+                const std::string& arg_name, ParamType data_type) {
+    KernelIdTy key{kernel_type, place, io, arg_name};
     types_[key] = data_type;
   }
 
@@ -188,7 +185,7 @@ class ParamTypeRegistry {
     std::string kernel_type;
     Place place;
     IO io;
-    int offset;
+    std::string arg_name;
   };
 
   using key_t = KernelIdTy;
diff --git a/paddle/fluid/lite/core/mir/variable_place_inference_pass.cc b/paddle/fluid/lite/core/mir/variable_place_inference_pass.cc
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/paddle/fluid/lite/core/mir/variable_place_inference_pass.h b/paddle/fluid/lite/core/mir/variable_place_inference_pass.h
new file mode 100644
index 0000000000000000000000000000000000000000..8b137891791fe96927ad78e64b0aad7bded08bdc
--- /dev/null
+++ b/paddle/fluid/lite/core/mir/variable_place_inference_pass.h
@@ -0,0 +1 @@
+