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Support for more Dadaptation #455

Merged
merged 14 commits into from May 6, 2023
Merged

Support for more Dadaptation #455

merged 14 commits into from May 6, 2023

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sdbds
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@sdbds sdbds commented Apr 26, 2023

add more optimizer_type for DAdaptation
DAdaptation(DAdaptAdam)
DAdaptAdaGrad
DAdaptAdan
DAdaptSGD

i will test tomorrow

@sdbds sdbds changed the base branch from main to dev April 27, 2023 02:24
@sdbds sdbds marked this pull request as ready for review April 27, 2023 02:24
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sdbds commented Apr 27, 2023

It works well.Even i try to use DAdaptAdan for block weight lr....
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get_optimizer method looks like it would be better to refactor to make some parts common. If it is difficult to deal with, I will update it after the merge.

@kohya-ss
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Thank you for this! I will take a look when I have time!

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sdbds commented May 5, 2023

I found something interesting——pytorch_optimizer
included 47 optimizers, 6 lr schedulers and Many methods can be directly invoked.。
https://github.com/kozistr/pytorch_optimizer

@kohya-ss kohya-ss merged commit 164a197 into kohya-ss:dev May 6, 2023
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kohya-ss commented May 6, 2023

Thank you for this! I've merged. Sorry for the delay.

pytorch_optimizer looks good! I think we can use the optimizer/lr scheduler with the arbitrary optimizer/scheduler option, like --optimizer_type=pytorch_optimizer.AdamP.

wkpark pushed a commit to wkpark/sd-scripts that referenced this pull request Feb 27, 2024
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2 participants