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Some vmap related improvements #214

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Some vmap related improvements #214

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sses7757
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Description

I have made 2 improves:

  1. Improve vmap_fix to allow custom register vmap fixing functions
  2. Fix ParamsAndVector to enable vmap of its methods

Checklist

  • I have formatted my Python code with ruff.
  • I have good commit messages.
  • If adding new algorithms, problems, operators:
    • Added related test cases.
    • Added docstring to explain important parameters.
    • Added entries in the docs.

@sses7757
Made 2 improves
31fa017 
1. Improve vmap_fix to allow custom register vmap fixing functions
2. Fix ParamsAndVector to enable vmap of its methods
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@BillHuang2001 BillHuang2001 Awaiting requested review from BillHuang2001

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