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Mixed Precision Training

cs.AI · 2017-10-10 · accept · novelty 7.0

Mixed precision training uses FP16 for most computations, FP32 master weights for accumulation, and loss scaling to enable accurate training of large DNNs with halved memory usage.

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  • Mixed Precision Training cs.AI · 2017-10-10 · accept · none · ref 3

    Mixed precision training uses FP16 for most computations, FP32 master weights for accumulation, and loss scaling to enable accurate training of large DNNs with halved memory usage.