crutcher / bimm / #224

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feat: add flexible prefab lookup methods and integrate structured weight handling in ResNet examples

- Introduced `lookup_by_name`, `try_lookup_by_name`, and `expect_lookup_by_name` methods in prefab caching for flexible and clear prefab lookups.
- Replaced hardcoded pretrained weights with structured weight maps using `PRETRAINED_RESNET18_WEIGHT_MAP`.
- Updated ResNet examples to leverage prefab and weight map structures for improved clarity and consistency.
- Refactored to ensure streamlined weight management using disk caching.

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