Systems and methods for automatically generating code for deep learning systems

Systems and methods may automatically generate code for deep learning networks. The systems methods may provide a code generation framework for generating target specific code. The code generation framework may include one or more predefined class hierarchies for constructing objects of the generate...

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Hauptverfasser:	Tsai, Yaohung, Venkataramani, Girish, Kokku, Rama P, Brock, James L, Shei, Chun-Yu, Raghavan, Vijaya, Shankar, Jayaprabha
Format:	Patent
Sprache:	eng
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS
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creator	Tsai, Yaohung Venkataramani, Girish Kokku, Rama P Brock, James L Shei, Chun-Yu Raghavan, Vijaya Shankar, Jayaprabha
description	Systems and methods may automatically generate code for deep learning networks. The systems methods may provide a code generation framework for generating target specific code. The code generation framework may include one or more predefined class hierarchies for constructing objects of the generated code. The objects of the class hierarchies may provide an interface to predefined libraries of deep learning functions optimized for use on a target platform. The systems and methods may perform one or more optimizations on the code being generated.
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subjects	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS
title	Systems and methods for automatically generating code for deep learning systems
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