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minimaxir avatar minimaxir commented on June 25, 2024 2

At the level these models are trained at, using a specific optimizer/activation will not necessarily get you better results.

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digantamisra98 avatar digantamisra98 commented on June 25, 2024

Additionally considering GPT-3 size I would suggest not to use any optimizer above SGD because of the computation levels. Same goes for Mish.

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LifeIsStrange avatar LifeIsStrange commented on June 25, 2024

@minimaxir it will not necessarily bring gains but it is still a low hanging fruit that should be tried.

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LifeIsStrange avatar LifeIsStrange commented on June 25, 2024

@digantamisra98 RAdam (not the full Ranger package) does not increase computational cost.

I've read somewhere that Mish can be as efficient as Relu
Maybe with https://github.com/thomasbrandon/mish-cuda?

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digantamisra98 avatar digantamisra98 commented on June 25, 2024

@LifeIsStrange everything above SGD is expensive.

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