diff --git a/tuning/libtuner.py b/tuning/libtuner.py
index 7fb86e3..ee41779 100755
--- a/tuning/libtuner.py
+++ b/tuning/libtuner.py
@@ -311,9 +311,6 @@ def parse_arguments() -> argparse.Namespace:
     parser = argparse.ArgumentParser(description="Autotune script")
 
     # Required arguments
-    parser.add_argument(
-        "mode", choices=["default", "winograd"], help="Compilation mode"
-    )
     parser.add_argument(
         "input_file", type=Path, help="Path to the input benchmark file (.mlir)"
     )
@@ -379,7 +376,7 @@ def parse_arguments() -> argparse.Namespace:
 
 
 def setup_logging(args: argparse.Namespace, path_config: PathConfig):
-    log_file_name = f"autotune_{args.mode}_{args.input_file.stem}.log"
+    log_file_name = f"autotune_{args.input_file.stem}.log"
     run_log_path = path_config.base_dir / log_file_name
     path_config._set_run_log(run_log_path)
 
diff --git a/tuning/punet_autotune.py b/tuning/punet_autotune.py
index c281bbf..0c94139 100644
--- a/tuning/punet_autotune.py
+++ b/tuning/punet_autotune.py
@@ -11,17 +11,17 @@
 """
 Sample Usage:
 
-python punet_autotune.py winograd 1286.mlir --lhs-dims=bmk --rhs-dims=bkn --tile-dims=*mnk --devices=hip://0,hip://1 --num-candidates=64
+python punet_autotune.py 1286.mlir --lhs-dims=bmk --rhs-dims=bkn --tile-dims=*mnk --devices=hip://0,hip://1 --num-candidates=64
 
 
 Recommended Trial Run:
 
-python punet_autotune.py winograd 1286.mlir --num-candidates=1
+python punet_autotune.py 1286.mlir --num-candidates=1
 
 
 Dry Run Test (no gpu requried):
 
-python punet_autotune.py winograd 1286.mlir --num-candidates=64 --num-model-candidates=10 --dry-run
+python punet_autotune.py 1286.mlir --num-candidates=64 --num-model-candidates=10 --dry-run
 
 """