diff --git a/src/brevitas/graph/equalize.py b/src/brevitas/graph/equalize.py
index bb28c0234..207878001 100644
--- a/src/brevitas/graph/equalize.py
+++ b/src/brevitas/graph/equalize.py
@@ -56,7 +56,8 @@
     nn.AvgPool3d,
     nn.AdaptiveAvgPool1d,
     nn.AdaptiveAvgPool2d,
-    nn.AdaptiveAvgPool3d)
+    nn.AdaptiveAvgPool3d,
+    nn.Identity)
 
 _scale_invariant_op = (torch.mul, operator.mul, operator.imul, operator.__mul__, operator.__imul__)