Dynamic distributed neural network systems, methods, and apparatuses

Abstract

The present disclosure sets forth systems, apparatuses, and methods for dynamically generating and maintaining distributed neural networks with one or more edge systems. An example system comprises a first neural network having a first set of capabilities, an edge system in network communication with the first neural network, and a second neural network configured to determine a second set of capabilities of the edge system, generate, based on the first set of capabilities of the first neural network, based on the second set of capabilities of the edge system, and based on a schema, a third neural network that is a simplified version of the first neural network, and deploy the third neural network onto the edge system.

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