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Feat: Implement option to have multiple learning rates #329

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merged 9 commits into from
Jan 17, 2025

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This PR implements the option lr_overrides in all the tasks which allow the user to use custom learning rates for different parameters (e.g. it may want to have a lower lr in the encoder vs the decoder).

CC: @blumenstiel @paolofraccaro

Signed-off-by: Francesc Marti Escofet <[email protected]>
@fmartiescofet fmartiescofet marked this pull request as draft December 18, 2024 10:36
@fmartiescofet fmartiescofet changed the title Feat: Implement option to have multiple learning rates [WIP] Feat: Implement option to have multiple learning rates Dec 18, 2024
Signed-off-by: Francesc Marti Escofet <[email protected]>
@fmartiescofet fmartiescofet changed the title [WIP] Feat: Implement option to have multiple learning rates Feat: Implement option to have multiple learning rates Dec 18, 2024
@fmartiescofet fmartiescofet marked this pull request as ready for review December 18, 2024 10:46
@fmartiescofet fmartiescofet changed the title Feat: Implement option to have multiple learning rates [WIP] Feat: Implement option to have multiple learning rates Dec 19, 2024
@fmartiescofet fmartiescofet marked this pull request as draft December 19, 2024 09:53
@fmartiescofet fmartiescofet changed the title [WIP] Feat: Implement option to have multiple learning rates Feat: Implement option to have multiple learning rates Dec 19, 2024
@fmartiescofet fmartiescofet marked this pull request as ready for review December 19, 2024 12:11
@Joao-L-S-Almeida Joao-L-S-Almeida merged commit 3161ba2 into IBM:main Jan 17, 2025
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@fmartiescofet fmartiescofet deleted the reduce_lr branch January 17, 2025 15:19
@fmartiescofet fmartiescofet restored the reduce_lr branch January 17, 2025 15:39
@fmartiescofet fmartiescofet deleted the reduce_lr branch January 27, 2025 08:37
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2 participants