AutoTailor: Automatic and Efficient Adaptive Model Deployment for Diverse Edge Devices

Name: AutoTailor: Automatic and Efficient Adaptive Model Deployment for Diverse Edge Devices
Uploaded: 2026-10-21T01:11:09.033318+00:00
Duration: 549 s
Description: AutoTailor is a framework that automatically deploys and adapts deep neural networks (DNNs) to various edge devices using SuperNets. It compiles any DNN into a format called TailorIR, allowing for automated model variant generation. This reduces engineering effort significantly while improving accuracy and reducing latency for real-world edge applications.

AutoTailor is a framework that automatically deploys and adapts deep neural networks (DNNs) to various edge devices using SuperNets. It compiles any DNN into a format called TailorIR, allowing for automated model variant generation. This reduces engineering effort significantly while improving accuracy and reducing latency for real-world edge applications.

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