Power Hungry Processing: Watts Driving the Cost of AI Deployment?

28 November 2023

Papers citing "Power Hungry Processing: Watts Driving the Cost of AI Deployment?"

9 / 59 papers shown

Title
LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand Roozbeh Bostandoost Adam Lechowicz Walid A. Hanafy Noman Bashir Prashant J. Shenoy Mohammad Hajiesmaili 19 4 0 29 Mar 2024
Multistep Consistency Models Jonathan Heek Emiel Hoogeboom Tim Salimans 29 35 0 11 Mar 2024
Evaluation is all you need. Prompting Generative Large Language Models for Annotation Tasks in the Social Sciences. A Primer using Open Models Maximilian Weber Merle Reichardt 71 9 0 30 Dec 2023
Diffusion Models for Generative Artificial Intelligence: An Introduction for Applied Mathematicians Catherine F. Higham Des J. Higham P. Grindrod DiffM VLM 11 3 0 21 Dec 2023
Vectorizing string entries for data processing on tables: when are larger language models better? Léo Grinsztajn Edouard Oyallon Myung Jun Kim Gaël Varoquaux 28 2 0 15 Dec 2023
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech Titouan Parcollet H. Nguyen Solène Evain Marcely Zanon Boito Adrien Pupier ... François Portet Solange Rossato F. Ringeval D. Schwab Laurent Besacier 32 15 0 11 Sep 2023
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 239 626 0 21 Apr 2021
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,504 0 10 Jun 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014