diff --git a/paddle/fluid/ir_adaptor/translator/op_compat_gen.py b/paddle/fluid/ir_adaptor/translator/op_compat_gen.py
index 596bf8534bfe67..ea844c659554d6 100644
--- a/paddle/fluid/ir_adaptor/translator/op_compat_gen.py
+++ b/paddle/fluid/ir_adaptor/translator/op_compat_gen.py
@@ -127,6 +127,16 @@ def insert_new_mutable_attributes(
                 )
 
     # special mapping list
+    op_name_mappings["deformable_conv_v1"] = "deformable_conv"
+    op_name_mappings["deformable_conv_v1_grad"] = "deformable_conv_grad"
+    op_arg_name_mappings["deformable_conv_v1"] = {
+        "x": "Input",
+        "offset": "Offset",
+        "filter": "Filter",
+        "mask": "Mask",
+        "out": "Output",
+    }
+
     op_arg_name_mappings["set_value_grad"]["values_grad"] = "ValueTensor@GRAD"
     op_arg_name_mappings["fetch"] = {"x": "X"}
     op_arg_name_mappings["elementwise_add_grad_grad"] = {
diff --git a/paddle/fluid/ir_adaptor/translator/op_translator.cc b/paddle/fluid/ir_adaptor/translator/op_translator.cc
index c64004c7191dd9..7a7e8212754e24 100644
--- a/paddle/fluid/ir_adaptor/translator/op_translator.cc
+++ b/paddle/fluid/ir_adaptor/translator/op_translator.cc
@@ -535,8 +535,9 @@ std::vector<pir::Value> OpTranscriber::GenerateOperationInput(
                  info.name,
                  op_desc.Type());
       IR_ENFORCE(param_map->count(legacy_input_vars[0]),
-                 "Input [%s] of op [%s] not found in param map",
+                 "Input [%s: %s] of op [%s] not found in param map",
                  info.name,
+                 legacy_input_vars[0],
                  op_desc.Type());
       auto defining_info = (*param_map)[legacy_input_vars[0]];
       op_inputs.push_back(defining_info.value);
@@ -2989,6 +2990,14 @@ struct LegacyMatmulOpTranscriber : public OpTranscriber {
     param_map->PushValue(output_vars[0],
                          VariableDefiningInfo(scale_op.out(), false, -1));
   }
+
+  void HandleNonexistentAttribute(pir::IrContext* ctx,
+                                  pir::AttributeMap* attribute_map,
+                                  const OpAttributeInfo& info) override {
+    if (info.name == "transpose_x" || info.name == "transpose_y") {
+      (*attribute_map)[info.name] = pir::BoolAttribute::get(ctx, false);
+    }
+  }
 };
 
 struct CEmbeddingOpTranscriber : public OpTranscriber {
@@ -3042,6 +3051,7 @@ OpTranslator::OpTranslator() {
   special_handlers["sum"] = AddNOpTranscriber();
   special_handlers["tril_triu"] = TrilAndTriuOpTranscriber();
   special_handlers["tril_triu_grad"] = TrilAndTriuGradOpTranscriber();
+  special_handlers["matmul"] = LegacyMatmulOpTranscriber();
   special_handlers["matrix_rank"] = MatrixRankOpTranscriber();
   special_handlers["mul"] = MulOpTranscriber();
   special_handlers["mul_grad"] = MulGradOpTranscriber();