diff --git a/exir/passes/convert_constant_dim_order_pass.py b/exir/passes/convert_constant_dim_order_pass.py
index e2c2046dbb8..b9984d4db44 100644
--- a/exir/passes/convert_constant_dim_order_pass.py
+++ b/exir/passes/convert_constant_dim_order_pass.py
@@ -1,7 +1,11 @@
+import logging
+
 import torch
 from torch.export import ExportedProgram
 from torch.export.graph_signature import InputKind
 
+logger = logging.getLogger(__name__)
+
 
 def _should_transform(tensor: torch.Tensor) -> bool:
     """
@@ -17,7 +21,7 @@ def _update_placeholder_meta(
     exported_program: ExportedProgram,
     target: str,
     kind: InputKind,
-):
+) -> None:
     input_spec = next(
         (
             spec
@@ -27,7 +31,8 @@ def _update_placeholder_meta(
         None,
     )
     if input_spec is None:
-        raise RuntimeError(f"Missing input spec for lifted tensor {target}.")
+        logger.warning(f"Missing input spec for constant {target}")
+        return
 
     placeholder_node = next(
         (
@@ -37,8 +42,9 @@ def _update_placeholder_meta(
         ),
         None,
     )
-    if input_spec is None:
-        raise RuntimeError(f"Missing placeholder for {input_spec.arg.name}.")
+    if placeholder_node is None:
+        logger.warning(f"Missing placeholder node for constant {target}")
+        return
 
     placeholder_node.meta["val"] = placeholder_node.meta["val"].contiguous()