GADS:Graph-based Adaptive DNN Surgery

The rapid adaptive search problem for identifying model breakpoints in a dynamic collaborative group consisting of multiple coexisting intelligent agents in GADS algorithm exploration.

Model Architecture Diagram: your_image

Description: The GADS algorithm explores the fast and adaptive search problem of model segmentation points in a dynamic collaborative group composed of multiple coexisting intelligent agents, in response to the insufficient computing resources and dynamic changes in the environment of a single intelligent terminal. Using serial collaborative computing technology, the GADS algorithm enables self-organization, adaptation, and scalable efficient perception computing of intelligent terminal devices based on dynamic situations such as bandwidth and device power.

Source Code