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Exp6: Learning rate scheduling #9

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Micky774 opened this issue Feb 10, 2020 · 2 comments
Open

Exp6: Learning rate scheduling #9

Micky774 opened this issue Feb 10, 2020 · 2 comments
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appearance Appearance module experiment design For experiments that need to be designed. experiment This is an experiment. Medium Priority

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@Micky774
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Experiment with various initial learning rates, and learning rate schedules
@Micky774 Micky774 added experiment design For experiments that need to be designed. experiment labels Feb 10, 2020
@idhumphrey idhumphrey added appearance Appearance module experiment This is an experiment. labels Feb 12, 2020
@Micky774
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In addition to traditional scheduling (e.g. step, plateau, cosine, etc.) we should also look into warmup strategies. For instance, the gradual warmup strategy employed in https://research.fb.com/wp-content/uploads/2017/06/imagenet1kin1h5.pdf?

@Micky774
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Split the ticket up into experimentation (this) and implementation (#38 )

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@Micky774 @idhumphrey @alexeldridge