Abstract: Classification tasks have long been a central concern in the field of machine learning. Although deep neural network-based approaches offer a novel, versatile, and highly precise solution ...
Abstract: We present a formalization of an upcoming standard for floating-point formats for machine learning by the IEEE P3109 working group. This includes a definition of a number of small ( 16 bit) ...
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