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mlos_bench: first class scheduler support #463

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bpkroth opened this issue Jul 31, 2023 · 2 comments
Open

mlos_bench: first class scheduler support #463

bpkroth opened this issue Jul 31, 2023 · 2 comments
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@bpkroth
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bpkroth commented Jul 31, 2023

Right now we lack support for complex scheduling policies of future trials in mlos_bench.

This can be useful for:

  • repeating a trial across space (nodes, regions, etc.) and time in order to gain confidence in results and test for robustness to noise
  • manually "focusing" on a region of the config space
  • etc.
@motus motus self-assigned this Aug 15, 2023
@bpkroth bpkroth mentioned this issue Nov 29, 2023
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bpkroth commented Nov 30, 2023

Wrote some notes for this in #380 (comment)

@bpkroth bpkroth mentioned this issue Jan 18, 2024
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bpkroth added a commit that referenced this issue Jan 19, 2024
@bpkroth
Add basic support for repeating a trial config. (#642)
e2a0e10 
Adds very rudimentary support for repeating configs across multiple
trials. We fully expect to expand on more advanced support for this once
we add a proper scheduler (#463).

Additional tests forth coming with #633 and related PRs.
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bpkroth commented Feb 19, 2024

#676 adds some initial support for this

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