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Large neural networks are at the core of many recent advances in AI, but training them is a difficult engineering and research challenge which requires orchestrating a cluster of GPUs to perform a single synchronized calculation. As cluster and model sizes have grown, machine learning practitioners have developed an increasing

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,Pipeline Parallelism ,Pipeline Parallel ,Tensor Parallel ,Moe Transformer ,Precision Training ,Efficient Optimizers ,Applied Research ,

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