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Add Aurora optimizer for non-square matrices #80

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Aurora: add adjust_lr='aurora_aspect' for reference-faithful LR scaling

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Add Aurora optimizer for non-square matrices #80

Aurora: add adjust_lr='aurora_aspect' for reference-faithful LR scaling
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