Change arg_inputs back to inputs

Author: cehongwang

py/torch_tensorrt/dynamo/_compiler.py

@@ -174,20 +174,6 @@ def compile(
         else:
             make_refitable = kwargs["refit"]
 
-    if kwarg_inputs is None:
-        kwarg_inputs = {}
-
-    if "refit" in kwargs.keys():
-        warnings.warn(
-            "Refit is deprecated. Please use make_refitable=True if you want to enable refitting of the engine.",
-            DeprecationWarning,
-            stacklevel=2,
-        )
-        if make_refitable:
-            raise ValueError("Use flag make_refitable only. Flag refit is deprecated.")
-        else:
-            make_refitable = kwargs["refit"]
-
     engine_capability = EngineCapability._from(engine_capability)
 
     if torch_executed_modules is not None and torch_executed_modules: