diff --git a/torch/_tensor.py b/torch/_tensor.py
index 9d4155188b2..7491b1a940a 100644
--- a/torch/_tensor.py
+++ b/torch/_tensor.py
@@ -700,8 +700,6 @@ class Tensor(torch._C._TensorBase):
     def __dir__(self):
         if has_torch_function_unary(self):
             return handle_torch_function(Tensor.__dir__, (self,), self)
-        if self.is_quantized:
-            warnings.warn('Only a small subset of methods are supported for quantized tensors.')
         tensor_methods = dir(self.__class__)
         tensor_methods.remove('volatile')  # deprecated
         attrs = list(self.__dict__.keys())