This is the plot which have made

[RajdeepGupta07]

Description

Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change.

Fixes # (issue)

Type of change

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• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

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Checklist:

• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes
• I have not rewritten tests relating to key interfaces which would affect backward compatibility

[RajdeepGupta07]

feat: add activation shape printing + tensor size plotting utilities

• Added print_all_shapes.py to inspect all cached activation tensor shapes
• Added plot_activation_sizes.py to visualize tensor sizes as a bar chart
• Used hasattr + typing.cast to avoid Pylance type warnings
• Improved developer experience by providing clear debugging and visualization tools

[jlarson4]

Hi @RajdeepGupta07!

Could you please provide some more context on what it is your, and organize your code into the relevant locations within the project? Typically, we'd like contributions to be formatted into functions so that the variable aspects of your code can be reused by other developers without having to modify your source code.

Additionally, please make sure your contribution is passing the CI!

Thank you