When replacing literals with placeholders lists are always converted to

tuples

Summary:
THis is needed because lists are not hashable, since they are mutable,
and as a result we cannot have literals_to_ph in pattern rewrites used
inside reference_representation_rewrite.py

Test Plan:
CI + next diff relies on this feature

Reviewers:

Subscribers:

Tasks:

Tags:

ghstack-source-id: 7fc2876
Pull Request resolved: #2518

Author: kimishpatel

torchao/quantization/pt2e/utils.py

@@ -1031,6 +1031,8 @@ def replacement(x_i8, scale, zero_point, quant_min, quant_max):
             continue
         new_args = []
         for arg in node.args:
+            if isinstance(arg, list):
+                arg = tuple(arg)  # type: ignore[assignment]
             if (
                 _is_literal(arg)
                 and arg not in exclude_literals