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publicationDate 2019-07-09-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber CN-109993684-A
titleOfInvention Compression in Machine Learning and Deep Learning Processing
abstract Embodiments generally relate to compression in machine learning and deep learning processes. An embodiment of an apparatus for compressing untyped data includes a graphics processing unit (GPU) including a data compression pipeline including a data port connected to one or more shader cores coupling, wherein the data port is used to allow the transfer of untyped data without format conversion; and a 3D compression/decompression unit is used to provide compression of the untyped data to be stored to the memory subsystem, as well as data from the memory subsystem Decompression of untyped data.
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