diff --git a/python_module/src/cpp/megbrain_wrap.cpp b/python_module/src/cpp/megbrain_wrap.cpp
index 4d4ab7a1b02c234730fb1b5bc5078dcb3da94c40..efcea280c225d42d0e2f9f69f5d0d577c66635c5 100644
--- a/python_module/src/cpp/megbrain_wrap.cpp
+++ b/python_module/src/cpp/megbrain_wrap.cpp
@@ -880,6 +880,11 @@ SymbolVar SharedScalar::_as_sym_var(CompGraph &cg, mgb::CompNode &cn) {
             ssprintf("SharedScalar@%p", m_val.get()));
 }
 
+/* =============== Operator ===============  */
+
+const std::unique_ptr<mgb::OprFootprint> Operator::sm_opr_footprint_ptr{
+                                std::make_unique<mgb::OprFootprint>()};
+
 /* ================= misc =================  */
 
 SymbolVar fill_retain_dtype(SymbolVar var, PyObject *value) {
diff --git a/python_module/src/cpp/megbrain_wrap.h b/python_module/src/cpp/megbrain_wrap.h
index 37c773e3b4b8022eefd7ab1aa899dd6145e4096f..e1484e4e14e37af6c3b256c4f01b18ddd264711c 100644
--- a/python_module/src/cpp/megbrain_wrap.h
+++ b/python_module/src/cpp/megbrain_wrap.h
@@ -17,6 +17,8 @@
 #include "megbrain/graph.h"
 #include "megbrain/opr/io.h"
 
+#include "megbrain/plugin/opr_footprint.h"
+
 #include <map>
 #include <string>
 
@@ -441,16 +443,24 @@ class SharedScalar {
  */
 class Operator {
     mgb::cg::OperatorNodeBase* m_operator_node;
+    std::string m_params;
+
+    static const std::unique_ptr<mgb::OprFootprint> sm_opr_footprint_ptr;
 
 public:
     Operator() : m_operator_node(nullptr){};
     Operator(mgb::cg::OperatorNodeBase* operator_node)
-            : m_operator_node(operator_node) {}
+            : m_operator_node(operator_node),
+            m_params(std::move(
+                        (sm_opr_footprint_ptr->calc_footprint(m_operator_node)).param->to_string()))
+            {}
 
     size_t id() const { return m_operator_node->id(); }
 
     const std::string& name() const { return m_operator_node->name(); }
 
+    const std::string& params() const { return m_params; }
+
     const std::shared_ptr<mgb::ComputingGraph> get_owner_graph() const {
         return m_operator_node->owner_graph()->shared_from_this();
     }
diff --git a/python_module/src/swig/operator.i b/python_module/src/swig/operator.i
index 3248caa333232e4f1762a6099014d347cfe9c2d6..e7bd0911868b9c87ac975d858e69321fe318e9c0 100644
--- a/python_module/src/swig/operator.i
+++ b/python_module/src/swig/operator.i
@@ -58,6 +58,10 @@ public:
             return $self->name();
         }
 
+        const std::string& _get_params() const {
+            return $self->params();
+        }
+
         SymbolVarArray _get_inputs() {
             return $self->inputs();
         }
diff --git a/python_module/src/swig/operator.py b/python_module/src/swig/operator.py
index 1de6aff82531239839e8cf73e33a60c63f1a5b9a..a1eb095e72f68ad119fac950c2ccce42d4033692 100644
--- a/python_module/src/swig/operator.py
+++ b/python_module/src/swig/operator.py
@@ -19,6 +19,11 @@ def id(self):
 def name(self):
     return self._get_name()
 
+@property
+def params(self):
+    import json
+    return json.loads(self._get_params())
+
 @property
 def inputs(self):
     return tuple(self._get_inputs())