diff --git a/models/face_fed.py b/models/face_fed.py
index 0952bd2..66c5f8f 100644
--- a/models/face_fed.py
+++ b/models/face_fed.py
@@ -592,7 +592,7 @@ class scale_kernel_conf(nn.Module):
         x4=self.conv3(x3)
         x4 = self.trans_block4(x4)
         #print(x4.size())
-        residual = self.sig(self.conv_refin(self.sig(F.avg_pool2d(x4,16))))
+        residual = self.sig(self.conv_refin(self.sig(F.adaptive_avg_pool2d(x4,(1,1)))))
         #print(residual)
         residual = F.interpolate(residual, size=x.size()[2:])
         #print(residual.size())