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Performance Improvements #26

@SamTov

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@SamTov

Just a list of things I want to change in the code for the sake of simplicity or performance or both:

  • Remove hidden file saving for the RL updates in favour of having a data class recorder setup
  • JIT compile all loss updates
  • Better way to save RL rewards during / after training
  • Make the colloid object JIT compilable so that we can JIT or VMAP more functions

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