diff --git a/src/brevitas/graph/equalize.py b/src/brevitas/graph/equalize.py
index 4328f6a02..7d20bc340 100644
--- a/src/brevitas/graph/equalize.py
+++ b/src/brevitas/graph/equalize.py
@@ -56,14 +56,14 @@
     nn.AdaptiveAvgPool1d,
     nn.AdaptiveAvgPool2d,
     nn.AdaptiveAvgPool3d,
-    nn.Identity)
+    nn.Identity,
+    nn.ReLU, 
+    nn.LeakyReLU)
 
 _scale_invariant_op = (torch.mul, operator.mul, operator.imul, operator.__mul__, operator.__imul__)
 
 _select_op = (operator.getitem, operator.__getitem__)
 
-_scale_invariant_activations = (torch.nn.ReLU,)
-
 _scale_varying_activations = (
     torch.nn.Sigmoid, torch.nn.Tanh, torch.nn.ReLU6, torch.nn.GELU, torch.nn.SiLU)
 
@@ -534,8 +534,7 @@ def _is_supported_module(graph_model: GraphModule, node: Node) -> bool:
 
 def _is_scale_invariant_module(graph_model: GraphModule, node: Node) -> bool:
     return node.op == 'call_module' and isinstance(
-        get_module(graph_model, node.target),
-        _scale_invariant_layers + _scale_invariant_activations)
+        get_module(graph_model, node.target), _scale_invariant_layers)
 
 
 def _is_scale_varying_activation(graph_model, node):