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DoWG parameter-free adaptive optimizer

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This is an implementation of the DoWG optimization algorithm as laid out by Khaled et al.. I am unsure if the implementation is correct, and I took the liberty of creating a quantized implementation under DoWG8bit as the ordinary version absolutely gobbles up Vram.

Pull requests are welcome.

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