Add bf16 training support #479
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Add bf16 mixed precision training. You can pass in a config to train with/without.
How it works is theres fp32 master weights for the optimizer and bf16 for forwards/backwards. The bf16 weights will get synced from the fp32 after each optimizer step.
Some tensors are kept in 32 bit for training stability (advantages and advantages statistics)