Hi, I am not sure what you are trying to achieve, but you can: 

```
load first -->
do prediction -->
load second-->
do prediction. 
```
like: 
```python
net.load_parameters('/home/abc_object/faster_rcnn_resnet50_v1b_voc_best.params')
class_IDs1, scores1, bounding_boxs1 = net(x)

net.load_parameters('/home/xyz_weight/faster_rcnn_resnet50_v1b_voc_best.params')
class_IDs2, scores2, bounding_boxs2 = net(x)
```





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