Method and apparatus for neural network code generation
AssigneesSamsung Electronics Co., Ltd., Snu R&Db Foundation
InventorsBernhard EGGER, Minsu KIM, Hyemi MIN
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Abstract
A method and an apparatus for generating a code for a neural network operation are disclosed. The method includes receiving information on hardware configured to perform a neural network operation of the neural network, generating, using a processor, a target mapping model mapping the neural network operation on processing elements available to perform the neural network operation based on the information and a structure of the neural network, and generating a code to configure the hardware to perform the neural network operation based on the target mapping model.
Claims20
A processor-implemented method of generating a code, the method comprising:
- receiving information on hardware configured to perform a neural network operation of a neural network;
- generating, using a processor, a target mapping model mapping the neural network operation on processing elements available to perform the neural network operation based on the information and a structure of the neural network;
- and
- generating a code to configure the hardware to perform the neural network operation based on the target mapping model.
An apparatus for generating a code, the apparatus comprising:
- a receiver configured to receive information on hardware configured to perform a neural network operation of a neural network;
- and
- a processor configured to generate a target mapping model mapping the neural network operation on processing elements available to perform the neural network operation based on the information and a structure of the neural network and to generate a code to configure the hardware to perform the neural network operation based on the target mapping model.
Dependencies are inferred from the claim text.