Incremental precision networks using residual inference and fine-grain quantization

One embodiment provides for a computer-readable medium storing instructions that cause one or more processors to perform operations comprising determining a per-layer scale factor to apply to tensor data associated with layers of a neural network model and converting the tensor data to converted ten...

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Bibliographische Detailangaben

Hauptverfasser:	Kundu, Abhisek, Mudigere, Dheevatsa, Das, Dipankar, Mellempudi, Naveen
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING IMAGE DATA PROCESSING OR GENERATION, IN GENERAL PHYSICS
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