Characterizing the Energy Requirement of Computer Vision

The energy requirements of neural network learning are growing at a rapid rate. Increased energy demands have caused a global need to seek ways to improve energy efficiency of neural network learning. This thesis aims to establish a baseline on how adjusting basic parameters can affect energy consum...

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Bibliographic Details
Main Author: Edelman, Daniel
Other Authors: Gadepally, Vijay N.
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/151673