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{{title|Neural Processing Unit (NPU/TPU)}}
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{{title|Neural Processing Unit (NPU)}}
A '''Neural Processing Unit''' ('''NPU''') or a '''Tensor Processing Unit''' ('''TPU''') is a [[microprocessor]] that [[application-specific microprocessor|specializes]] in the acceleration of [[machine learning]] algorithms, typically by operating on [[predictive models]] such as [[artificial neural network]]s (ANNs) or [[random forest]]s (RFs).
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A '''neural processing unit''' ('''NPU''') or a '''neural processor''' is a [[microprocessor]] that [[application-specific microprocessor|specializes]] in the [[hardware acceleration|acceleration]] of [[machine learning]] algorithms, typically by operating on [[predictive models]] such as [[artificial neural network]]s (ANNs) or [[random forest]]s (RFs).
  
NPUs sometimes go by similar names such as a '''Neural Network Processor''' ('''NNP''') and '''Intelligence Processing Unit''' ('''IPU''') as well as '''Vision Processing Unit''' ('''VPU''') and '''Graph Processing Unit''' ('''GPU''').
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NPUs sometimes go by similar names such as a ''tensor processing unit'' (''TPU''), ''neural network processor'' (''NNP'') and ''intelligence processing unit'' (''IPU'') as well as ''vision processing unit'' (''VPU'') and ''graph processing unit'' (''GPU'').
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== Examples ==
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* Google's {{google|TPU}}
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* Intel's Nervana {{nervana|NNP}}
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* Nvidia's {{nvidia|Volta|l=arch}} (implements tensor cores)
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* Bitmain's {{bitmain|Sophon}}
  
  
 
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[[Category:accelerator]]

Revision as of 00:52, 20 November 2017

A neural processing unit (NPU) or a neural processor is a microprocessor that specializes in the acceleration of machine learning algorithms, typically by operating on predictive models such as artificial neural networks (ANNs) or random forests (RFs).

NPUs sometimes go by similar names such as a tensor processing unit (TPU), neural network processor (NNP) and intelligence processing unit (IPU) as well as vision processing unit (VPU) and graph processing unit (GPU).

Examples

  • Google's TPU
  • Intel's Nervana NNP
  • Nvidia's Volta (implements tensor cores)
  • Bitmain's Sophon


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