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the network's description can tell you the dimensions of every layer, particularly first and last layers.

it can't tell you any normalization and scaling required on the values, or how to interpret their meaning.

that information needs to given alongside the network. look for a publication (documentation, repo, scientific paper) on the network you intend to use.