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Batch sampling improvement #1154

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dengdifan
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Closing #1152
This is the first step towards solving the batch sampling

TODO:

  • checking if everything works well under batch setting
  • adding unit tests

@benjamc benjamc mentioned this pull request Oct 24, 2024
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