[SYSTEMDS-3947] Add Caching mechanism to HP Tuner #2603

Merged
christinadionysio opened 12:05pm on September 1, 2026 wanted to merge 590 Ξ” into apache/systemds main from
hpo_cache

Pull Request Overview

  • Opened on September 1, 2026
  • Status Merged
  • Commit count 4 with first commit September 1, 2026

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590 Total Diff Delta

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Open 14 weekdays

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224 Diff Delta in Test Files
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[SYSTEMDS-3947] Add Caching mechanism to HP Tuner

This patch adds caching for expensive representations like BERT, ResNet, CLIP etc. to the Hyperparameter tuner to reduce the runtime of the hyperparameter optimization. Every "expensive" representation in terms of runtime can be registered now in the operator registry and will then be cached during hyperparameter tuning.

Assisted-by: AI

PR was closed without comments.