diff --git a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.train_lora.py.swp b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.train_lora.py.swp
index c6d10a494..38f558dd2 100644
Binary files a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.train_lora.py.swp and b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/.train_lora.py.swp differ
diff --git a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/train_lora.py b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/train_lora.py
index 238c67808..5f97256f0 100755
--- a/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/train_lora.py
+++ b/egs/librispeech/ASR/pruned_transducer_stateless_d2v_v2/train_lora.py
@@ -1605,7 +1605,7 @@ def run_adapter(rank, world_size, args, wb=None):
     lora_modules = []
     for modules in model.modules():
         if isinstance(modules, fairseq.modules.multihead_attention.MultiheadAttention):
-            lora_modules.append(modules)
+            lora_modules.append(LoRAHook(module))
             #for module in modules.modules():
             #    if rank == 0: logging.info(module)
                 #print(module)