diff --git a/oneflow/core/framework/op_interpreter/op_interpreter.cpp b/oneflow/core/framework/op_interpreter/op_interpreter.cpp
index 88de66d6b44..1af45137f31 100644
--- a/oneflow/core/framework/op_interpreter/op_interpreter.cpp
+++ b/oneflow/core/framework/op_interpreter/op_interpreter.cpp
@@ -23,6 +23,7 @@ limitations under the License.
 #include "oneflow/core/framework/op_expr_grad_function.h"
 #include "oneflow/core/framework/tensor.h"
 #include "oneflow/core/framework/tensor_tuple.h"
+#include "oneflow/core/job/lazy_mode.h"
 
 namespace oneflow {
 namespace one {
@@ -94,7 +95,8 @@ Maybe<void> AutogradInterpreter::Apply(const OpExpr& op_expr, const TensorTuple&
     autograd::AutoGradMode mode(false);
     JUST(internal_->Apply(op_expr, inputs, outputs, ctx));
   }
-  if (requires_grad) {
+  // Lazy mode will construct backward compute graph in passes, so disable autograd if lazy mode.
+  if (requires_grad && !LazyMode::is_enabled()) {
     const auto& grad_closure = JUST(op_expr.GetOrCreateOpGradClosure());
     JUST(grad_closure->Capture(inputs, *outputs, ctx));