`nn.Module` init update module with loops

1 
...
for key, info in self.layers_info.items():
            self.convs[key] = ConvKXBN(info, no_create=no_create, **kwargs)
            self.convs[key].add_module('relu', nn.ReLU(inplace=True))
            self.block_list.append(self.convs[key])
...

I want -
print(model)

HardConvK1KXK1(
  (conv1): ConvKXBN(
    (conv1): Conv2d(96, 24, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False)
    (bn1): BatchNorm2d(24, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
    (relu): ReLU(inplace=True)
  )
)

But I’m getting -

HardConvK1KXK1()