diff --git a/resnet_policy.py b/resnet_policy.py
index f8acfd9..257ce79 100644
--- a/resnet_policy.py
+++ b/resnet_policy.py
@@ -93,6 +93,15 @@ def __call__(self, x: chex.Array, batched: bool = False):
             return action_logits[0, 0, 0, :], value[0, 0, 0, 0]
 
 
+class ResnetPolicyValueNet128(ResnetPolicyValueNet):
+    """Create a resnet of 128 channels, 5 blocks"""
+
+    def __init__(
+        self, input_dims, num_actions: int, dim: int = 128, num_resblock: int = 5
+    ):
+        super().__init__(input_dims, num_actions, dim, num_resblock)
+
+
 class ResnetPolicyValueNet256(ResnetPolicyValueNet):
     """Create a resnet of 256 channels, 6 blocks"""