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Potential bug: GreedyAlgorithm doesn't work for Parallel functions for models using with_aux_at_targets #124

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acocac opened this issue Jul 29, 2024 · 0 comments
Open

Potential bug: GreedyAlgorithm doesn't work for Parallel functions for models using with_aux_at_targets #124

acocac opened this issue Jul 29, 2024 · 0 comments
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acocac commented Jul 29, 2024 •
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Description

When the set of target points X_t is different from the set of search points X_s, the GreedyAlgorithm fails to run the parallel functions for models trained with aux_at_targets.

Please find a MWE in Colab here.

Reproduction steps

  1. Use xarray toy datasets (temperature)
  2. Incorporate aux_at_targets in the task loader
  3. Train the model
  4. Create target_points X_t different from the set of search points X_s
  5. Initialise one of the parallel functions e.g. Stddev
  6. Call the GreedyAlgorithm to run the search process

Version

0.3.8

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OS

Mac
@acocac acocac added the bug Something isn't working label Jul 29, 2024
@acocac acocac changed the title Potential bug: GreedyAlgorithm doesn't work for Parallel functions when with_aux_at_targets Potential bug: GreedyAlgorithm doesn't work for Parallel functions for models using with_aux_at_targets Jul 29, 2024
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