How to obtain results from certain layer from a pretrained model which isn't written using Sequential()?

vision
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Updates here. I used hooks given the information from https://discuss.pytorch.org/t/extract-features-from-layer-of-submodule-of-a-model/20181. Also thanks @JuanFMontesinos for the information.