Add weights for tunables with categorical or special numerical values #646

motus · 2024-01-19T02:58:06Z

Closes #635

negative weights

tests

mlos_bench/mlos_bench/config/schemas/tunables/tunable-params-schema.json

mlos_bench/mlos_bench/tests/tunables/tunable_definition_test.py

…/weights

…sergiym/tunable/weights

…/weights

mlos_bench/mlos_bench/config/schemas/tunables/tunable-params-schema.json

mlos_bench/mlos_bench/optimizers/convert_configspace.py

bpkroth

LGTM

motus added 7 commits January 18, 2024 17:17

add weights support to teh Tunable and the JSON schema

8f59f5a

typo: use "number" instead of "float" in JSON schema

996cc9a

add unit tests for weighted parameters of the tunables; check for

afc41e2

negative weights

bugfix: incorrect formatting of intyerpolated JSON strings in the unit

cf3d19e

tests

check for zero weights (this is ok)

e143928

pass weights from Tunable to ConfigSpace hyperparameters

4503689

update the weights in unit tests to make FLAML optimizer happy

4341df1

motus requested a review from a team as a code owner January 19, 2024 02:58

specify probabilities in the config space unit tests

845c700

bpkroth reviewed Jan 19, 2024

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mlos_bench/mlos_bench/config/schemas/tunables/tunable-params-schema.json Outdated Show resolved Hide resolved

bpkroth reviewed Jan 19, 2024

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mlos_bench/mlos_bench/tests/tunables/tunable_definition_test.py Outdated Show resolved Hide resolved

Merge branch 'main' into sergiym/tunable/weights

cda0694

motus added enhancement New feature or request ready for review Ready for review mlos-bench labels Jan 22, 2024

motus added 7 commits January 22, 2024 18:50

Merge branch 'main' of github.com:microsoft/MLOS into sergiym/tunable…

528a094

…/weights

Merge branch 'sergiym/tunable/weights' of github.com:motus/MLOS into …

33e86af

…sergiym/tunable/weights

Merge branch 'main' into sergiym/tunable/weights

c756f55

Merge branch 'main' into sergiym/tunable/weights

54f816f

Merge branch 'main' into sergiym/tunable/weights

56e5ddd

Merge branch 'main' of github.com:microsoft/MLOS into sergiym/tunable…

025b55a

…/weights

Merge branch 'main' into sergiym/tunable/weights

3514fa2

motus removed the ready for review Ready for review label Feb 1, 2024

motus added 4 commits February 1, 2024 14:48

Merge branch 'main' of github.com:microsoft/MLOS into sergiym/tunable…

eecbc7f

…/weights

add a range_weight property

b30950c

move range weight to a special parameter

0b6d21a

minor fix for pylint

fdeaad0

motus added the ready for review Ready for review label Feb 2, 2024

motus mentioned this pull request Feb 2, 2024

Add log scale and quantization to the tunables #662

Merged

motus self-assigned this Feb 2, 2024

use special_weights instead of just weights for the numerical tunables

cb30b7d

bpkroth reviewed Feb 2, 2024

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mlos_bench/mlos_bench/config/schemas/tunables/tunable-params-schema.json Outdated Show resolved Hide resolved

use values_weights instead of just weights for categoricals

f219178

motus enabled auto-merge (squash) February 5, 2024 19:01

bpkroth reviewed Feb 5, 2024

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mlos_bench/mlos_bench/optimizers/convert_configspace.py Show resolved Hide resolved

bpkroth approved these changes Feb 5, 2024

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motus merged commit 100d567 into microsoft:main Feb 5, 2024
12 checks passed

motus deleted the sergiym/tunable/weights branch February 8, 2024 00:02

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Add weights for tunables with categorical or special numerical values #646

Add weights for tunables with categorical or special numerical values #646

motus commented Jan 19, 2024

bpkroth left a comment

Add weights for tunables with categorical or special numerical values #646

Add weights for tunables with categorical or special numerical values #646

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