diff --git a/paddle/fluid/ir/dialect/op_generator/op_interface_gen.py b/paddle/fluid/ir/dialect/op_generator/op_interface_gen.py
index 5f72a2efbc1d6c836644dec6f6e24a8f83476526..2490335f6c3fb0e97523961a5416dd15428d6388 100644
--- a/paddle/fluid/ir/dialect/op_generator/op_interface_gen.py
+++ b/paddle/fluid/ir/dialect/op_generator/op_interface_gen.py
@@ -45,7 +45,7 @@ OP_VJP_FORWARD_OUTPUT_GRAD_LIST_TEMPLATE = """
     }}"""
 
 OP_VJP_ATTRIBUTE_TEMPLATE = """
-    {attr_type} {attr_name} = op->attribute("{attr_name}").dyn_cast<{attr_parse_type}>().data();"""
+    {attr_type} {attr_name} = op->attribute("{attr_name}").dyn_cast<{attr_parse_type}>().{func}();"""
 
 OP_VJP_ATTRIBUTE_DEFAULT_TEMPLATE = """
     {attr_type} {attr_name} = {default_value};"""
@@ -92,6 +92,10 @@ input_types_map = {
     'ir::VectorType<paddle::dialect::DenseTensorType>': 'Tensor[]',
 }
 
+attr_data_map = {
+    'ir::StrAttribute': 'AsString',
+}
+
 
 def gen_op_vjp_str(
     op_class_name,
@@ -155,10 +159,17 @@ def gen_op_vjp_str(
                     )
                 )
             else:
+                func = 'data'
+                if (
+                    op_grad_info.attribute_type_list[idx]
+                    in attr_data_map.keys()
+                ):
+                    func = attr_data_map[op_grad_info.attribute_type_list[idx]]
                 attribute_code += OP_VJP_ATTRIBUTE_TEMPLATE.format(
                     attr_type=op_grad_info.attribute_gen_arg_type_list[idx],
                     attr_name=op_attribute_list[idx],
                     attr_parse_type=op_grad_info.attribute_type_list[idx],
+                    func=func,
                 )
 
         else:
diff --git a/paddle/fluid/ir/dialect/op_generator/vjp_interface_gen_op_list.py b/paddle/fluid/ir/dialect/op_generator/vjp_interface_gen_op_list.py
index cb130ae0b236541916cd2b7eb71b8abfa8ad0ea2..9707d6fb5f9a2090ea2cb0385084b0438128295a 100644
--- a/paddle/fluid/ir/dialect/op_generator/vjp_interface_gen_op_list.py
+++ b/paddle/fluid/ir/dialect/op_generator/vjp_interface_gen_op_list.py
@@ -37,6 +37,7 @@ vjp_interface_declare_gen_op_list = [
     "subtract",
     "pow",
     "rsqrt",
+    "dropout",
 ]
 vjp_interface_implementation_gen_op_list = [
     "tanh",
@@ -52,4 +53,5 @@ vjp_interface_implementation_gen_op_list = [
     "subtract",
     "pow",
     "rsqrt",
+    "dropout",
 ]
diff --git a/paddle/fluid/primitive/codegen/gen.py b/paddle/fluid/primitive/codegen/gen.py
index 89ba4fe53cdf0e0b2df7b484f9a23a6488beafc6..722ed94953d19de789243737c97eab7d78661bf4 100644
--- a/paddle/fluid/primitive/codegen/gen.py
+++ b/paddle/fluid/primitive/codegen/gen.py
@@ -61,6 +61,7 @@ VJPS = [
     'rsqrt_grad',
     'slice_grad',
     'transpose_grad',
+    'dropout_grad',
 ]
 VJP_COMPS = ['divide_grad', 'sum_grad']
 BACKENDS = [
@@ -127,6 +128,7 @@ BACKENDS = [
     'roll',
     'scatter',
     'scatter_nd_add',
+    'dropout_grad',
 ]