diff --git a/models/common.py b/models/common.py
index d735e10fe..4841c09fc 100644
--- a/models/common.py
+++ b/models/common.py
@@ -870,7 +870,13 @@ class AutoShape(nn.Module):
             x = np.ascontiguousarray(np.array(x).transpose((0, 3, 1, 2)))  # stack and BHWC to BCHW
             x = torch.from_numpy(x).to(p.device).type_as(p) / 255  # uint8 to fp16/32
 
-        with amp.autocast(autocast):
+        amp_autocast = None
+        if check_version(torch.__version__, "2.4.0"):
+            amp_autocast = torch.amp.autocast("cuda", enabled=autocast)
+        else:
+            amp_autocast = torch.cuda.amp.autocast(enabled=autocast)
+
+        with amp_autocast:
             # Inference
             with dt[1]:
                 y = self.model(x, augment=augment)  # forward