Replacing adaptive average 2d pooling with regular average 2d pooling

Question

I have a PyTorch model (PoolNet) that uses an adaptive average pooling layer in the following manner:

ppms = []
for ii in [1, 3, 5]:
    ppms.append(nn.Sequen