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Hardware is Similarly important to algorithmic architecture in developing powerful, effective and scalable AI. GPUs, at first created for graphics rendering, are becoming important for processing significant information sets. Tensor processing units and neural processing units, built especially for deep learning, have sped up the schooling of intri