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Ranger Optimizer extension #32

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misrasaurabh1 opened this issue Sep 11, 2019 · 2 comments
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Ranger Optimizer extension #32

misrasaurabh1 opened this issue Sep 11, 2019 · 2 comments
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enhancement New feature or request

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@misrasaurabh1
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Ranger optimizer https://medium.com/@lessw/new-deep-learning-optimizer-ranger-synergistic-combination-of-radam-lookahead-for-the-best-of-2dc83f79a48d https://arxiv.org/abs/1907.08610v1 Is a new optimizer that reports state of the art optimization performance for Deep Networks. The interesting thing is that Ranger uses RAdam as the base optimizer.
As you have the best library for RAdam implementation in Tensorflow and Keras, can I request you to consider extending your work to include Lookahead as well?

@misrasaurabh1 misrasaurabh1 added the enhancement New feature or request label Sep 11, 2019
@CyberZHG CyberZHG pinned this issue Sep 12, 2019
@CyberZHG
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See keras-lookahead:

from keras_radam import RAdam
from keras_lookahead import Lookahead

optimizer = Lookahead(RAdam())

@misrasaurabh1
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Wow, that was quick. Thank you!

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