20250181915. End-to-end Optimization (OnSpecta, .)
END-TO-END OPTIMIZATION
Abstract: methods, systems, and apparatus, including computer programs encoded on computer storage media, includes various embodiments for receiving a plurality of characteristics of a target artificial intelligence (ai) network. the various embodiments apply the plurality of characteristics of the target ai network to at least one of a static cost model and a heuristic ai network model. the various embodiments further receive optimized target ai network configuration data from at least one of static cost model and the heuristic ai network model, the optimized target ai network configuration data representative of a subset of the characteristics of the target ai network that minimize a cost function of execution of the target ai network.
Inventor(s): Victor Jakubiuk, Sebastian Kaczor
CPC Classification: G06N3/08 (Learning methods)
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