diff --git a/examples/export_ResNet18/resnet18.py b/examples/export_ResNet18/resnet18.py
index 935cf96a0779c90f55fa41cbf13e7571154fd642..e39daf8df5dda8265eb95ee2b8e530882b2df0c8 100644
--- a/examples/export_ResNet18/resnet18.py
+++ b/examples/export_ResNet18/resnet18.py
@@ -333,6 +333,7 @@ if quantize_model:
     rescaling = 2**(NB_BITS-1)-1
     for i in range(max(NB_TEST, NB_CALIB)):
         array = np.array(aidge_tensors[i]) * rescaling 
+        array = np.round(array).astype(int)
         aidge_tensors[i] = aidge_core.Tensor(array)
         aidge_tensors[i].set_datatype(TARGET_TYPE)