move previous fused_adam and fp16_optimizer to contrib #517
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add back old fused_adam to contrib, which handle type casting, unscaling and clipping
move fp16_optimizer wrapper with it, which handle flattening, nan ckecking and loss scaling
User should be advised to use AMP with optimizers in apex.optimizers.