Applying Hyperparameters to complex networks

I have a network that has the following components -

  1. 1 3d convolutional Block
  2. Resnet Like architecture
  3. Dense Temporal Convolutional Networks.
    I want to implement Hypernwtwork in this type of a network.
    Will be helpful if I can receive guidance from the amazing community here.