crutcher / bimm / #218

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feat: add `AvgPool2dSame` pooling layer with TensorFlow-like SAME padding

- Implemented `AvgPool2dSame` structure with support for specifying kernel size, stride, and padding.
- Added utility functions: `get_same_padding` and `pad_same` for dynamic SAME padding calculation and application.
- Created unit tests to validate `get_same_padding` behavior.
- Updated `pool` module and integrated it into the layers structure.

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