Hi, Thanks, but no that model is not yet converted, what is printed up there, is just the output after running fuse_model() and then torch.quantization.prepare. if I comment out the single bns, (and also repalce PReLUs to not face the current issues), the final model does get quantized (its size becomes 22Mb from 88Mb and you see the QuantizedConv2d, etc as well.