diff --git a/model.py b/model.py
index b3d0532..b9faffe 100644
--- a/model.py
+++ b/model.py
@@ -161,12 +161,12 @@ class OpenSeeFaceLandmarks(geffnet.mobilenetv3.MobileNetV3):
         x = self.group(x)
 
         if self.inference:
-            t_main = x[0:66].reshape((66, 28*28))
+            t_main = x[:, 0:66].reshape((-1, 66, 28*28))
             t_m = t_main.argmax(dim=1)
             indices = t_m.unsqueeze(1)
             t_conf = t_main.gather(1, indices).squeeze(1)
-            t_off_x = x[66:132].reshape((66, 28*28)).gather(1, indices).squeeze(1)
-            t_off_y = x[132:198].reshape((66, 28*28)).gather(1, indices).squeeze(1)
+            t_off_x = x[:, 66:132].reshape((-1, 66, 28*28)).gather(1, indices).squeeze(1)
+            t_off_y = x[:, 132:198].reshape((-1, 66, 28*28)).gather(1, indices).squeeze(1)
             t_off_x = (223. * logit_arr(t_off_x) + 0.5).floor()
             t_off_y = (223. * logit_arr(t_off_y) + 0.5).floor()
             t_x = 223. * (t_m / 28.).floor() / 27. + t_off_x
@@ -203,12 +203,12 @@ class OpenSeeFaceLandmarks30Pt(geffnet.mobilenetv3.MobileNetV3):
         x = self.group(x)
 
         if self.inference:
-            t_main = x[0:30].reshape((30, 7*7))
+            t_main = x[:, 0:30].reshape((-1, 30, 7*7))
             t_m = t_main.argmax(dim=1)
             indices = t_m.unsqueeze(1)
             t_conf = t_main.gather(1, indices).squeeze(1)
-            t_off_x = x[30:60].reshape((60, 7*7)).gather(1, indices).squeeze(1)
-            t_off_y = x[60:90].reshape((60, 7*7)).gather(1, indices).squeeze(1)
+            t_off_x = x[:, 30:60].reshape((-1, 30, 7*7)).gather(1, indices).squeeze(1)
+            t_off_y = x[:, 60:90].reshape((-1, 30, 7*7)).gather(1, indices).squeeze(1)
             t_off_x = 55. * logit_arr(t_off_x)
             t_off_y = 55. * logit_arr(t_off_y)
             t_x = 55. * (t_m / 7.).floor() / 6. + t_off_x