Code

Add GridSearch Optimizer support#690

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motus merged 56 commits intomicrosoft:mainmicrosoft/MLOS:mainfrom bpkroth:add-grid-search-supportbpkroth/MLOS:add-grid-search-supportCopy head branch name to clipboardMar 7, 2024

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Commits

Commits on Feb 26, 2024

• typing improvements

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• add ability to get 'size' of a tunable

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• make configspace a lazily loaded property for all optimizers

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• wip: grid search optimizer

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• Merge branch 'main' into add-grid-search-support

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Commits on Feb 28, 2024

• Merge branch 'main' into add-grid-search-support

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• WIP: Track which config we've recently suggested so we can move through the grid in order

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Commits on Feb 29, 2024

• cardinality count fixups

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• add tests for quantized values property

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• some more work on grid tests for grid search

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• some tests on suggest/register for the grid search

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• wip: more tests

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Commits on Mar 1, 2024

• tweaks to using hashable tunable values dict

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• rework grid search data structures for use with hashable tunable values dict

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• introduce new tunable values type tuple

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• mypy

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• try to get python types out immediately

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• uncomment a test check

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• mypy, pylint, and test fixups

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• mypy

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• codestyle

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• pylint mypy

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• test fixup

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• bug

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• mypy

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• reduce complexity of an unused function for typing reasons

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• add more checks for the hashable dict updating

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  fe2e441

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• fixups

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  e4d9027

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• rework without hashable tunable values dict

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• initial intro of tunablevalues dict type hint alias - TODO: replace elsewhere

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  8c1c764

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• revert comment

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• wip: fixups

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Commits on Mar 4, 2024

• restore

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  7d09316

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• reorg

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• fixups and revamps for using tuples instead

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• Merge branch 'main' into add-grid-search-support

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• issue a warning at start too

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Commits on Mar 6, 2024

• Merge branch 'main' into add-grid-search-support

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• Merge branch 'main' into add-grid-search-support

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• Merge branch 'main' into add-grid-search-support

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• Merge branch 'main' into add-grid-search-support

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• more schema tests

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• test maximization

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• Merge branch 'main' into add-grid-search-support

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• bump

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• comments

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• Merge branch 'main' into add-grid-search-support

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Commits on Mar 7, 2024

• Update mlos_bench/mlos_bench/optimizers/grid_search_optimizer.py

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• Update mlos_bench/mlos_bench/optimizers/grid_search_optimizer.py

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• Update mlos_bench/mlos_bench/optimizers/grid_search_optimizer.py

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• shuffle retry loop

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• fixups

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• bump

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• bpkroth

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• Merge branch 'main' into add-grid-search-support

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• Merge branch 'main' into add-grid-search-support

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