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I am -loving- this combined Rectifed Adam (RAdam) + LookAhead optimizer. It's freaky stable and powerful, especially for my purposes. Only weird thing to keep in mind- I've had to multiply my learning rates by over 100x to maximally take advantage.https://medium.com/@lessw/new-deep-learning-optimizer-ranger-synergistic-combination-of-radam-lookahead-for-the-best-of-2dc83f79a48d …
Mind you, I'm doing image to image training. Your mileage may vary but I suspect this is going to be warmly welcomed in a variety of training settings..
Ooohhh good to hear that, my last classifier (a dog breed classifier based on the Stanford dataset, 120 classes all very close together) took ages to train with LR 10e-6 to 10e-4. Can't wait to test this new RAdam with a huge LR :)
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