diff --git a/models.py b/models.py
index dfba07ad96e133530efd1a0794432e630f074962..abf66e23d20ead2b787fd2b7e7531ac4d89e1a84 100644
--- a/models.py
+++ b/models.py
@@ -37,8 +37,7 @@ get = {
             nn.BatchNorm2d(64),
             nn.LeakyReLU(0.01),
             nn.Dropout(p=.5),
-            nn.Conv2d(64, 1, 1, bias=False),
-            nn.MaxPool2d((6, 1))
+            nn.Conv2d(64, 1, 1, bias=False)
         )
     ),
     'delphinid' : nn.Sequential(