Advancements in green AI: a pathway to sustainability

Advancements in green AI: a pathway to sustainability

In this paper, a survey of model compression and optimization techniques are evaluated on benchmarks of energy efficiency, memory footprint and accuracy on a task key to online safety, phishing. The three primary categories of compression explored are (1) Quantization, (2) Distillation and (3) Pruni...

Full description

Saved in:
Bibliographic Details
Main Author: Palanca Sebastian Gonzalo Miguel IV Puyat
Other Authors: Dusit Niyato
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Computer and Information Science
Artificial intelligence
Model compression
Online Access:https://hdl.handle.net/10356/181771
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English

Internet

https://hdl.handle.net/10356/181771

Similar Items