diff --git a/python/llm/src/bigdl/llm/transformers/convert.py b/python/llm/src/bigdl/llm/transformers/convert.py
index f42c7d49..cf3710a2 100644
--- a/python/llm/src/bigdl/llm/transformers/convert.py
+++ b/python/llm/src/bigdl/llm/transformers/convert.py
@@ -649,8 +649,6 @@ def ggml_convert_low_bit(model, qtype, optimize_model=True,
     # using ipex optimizer before changing to bigdl linear
     _enable_ipex = get_enable_ipex()
 
-    if device == "cpu":
-        logger.info(f"BIGDL_OPT_IPEX: {_enable_ipex}")
     if _enable_ipex:
         model = _optimize_ipex(model, qtype)
         return model