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8bit optimizers - #1624

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dimakarp1996 wants to merge 9 commits into
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8bit_optimizers
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dimakarp1996 wants to merge 9 commits into
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8bit_optimizers

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@dimakarp1996

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Added 8bit optimizers. These optimizers, as my experiments have shown, yield ~9-11% memory economy on training. The code is absolutely backward-compatible.

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