FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3144483944> ?p ?o ?g. }

• W3144483944 abstract "The advent of larger machine learning (ML) models have improved state-of-the-art (SOTA) performance in various modeling tasks, ranging from computer vision to natural language. As ML models continue increasing in size, so does their respective energy consumption and computational requirements. However, the methods for tracking, reporting, and comparing energy consumption remain limited. We presentEnergyVis, an interactive energy consumption tracker for ML models. Consisting of multiple coordinated views, EnergyVis enables researchers to interactively track, visualize and compare model energy consumption across key energy consumption and carbon footprint metrics (kWh and CO2), helping users explore alternative deployment locations and hardware that may reduce carbon footprints. EnergyVis aims to raise awareness concerning computational sustainability by interactively highlighting excessive energy usage during model training; and by providing alternative training options to reduce energy usage." @default.
• W3144483944 created "2021-04-13" @default.
• W3144483944 creator A5020153026 @default.
• W3144483944 creator A5036502813 @default.
• W3144483944 creator A5036713669 @default.
• W3144483944 creator A5044691513 @default.
• W3144483944 creator A5055509878 @default.
• W3144483944 creator A5065747091 @default.
• W3144483944 creator A5080665667 @default.
• W3144483944 date "2021-03-30" @default.
• W3144483944 modified "2023-09-27" @default.
• W3144483944 title "EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models" @default.
• W3144483944 cites W1977661221 @default.
• W3144483944 cites W2108598243 @default.
• W3144483944 cites W2167937660 @default.
• W3144483944 cites W2612445135 @default.
• W3144483944 cites W2626778328 @default.
• W3144483944 cites W2896457183 @default.
• W3144483944 cites W2949650786 @default.
• W3144483944 cites W2955425717 @default.
• W3144483944 cites W2963310665 @default.
• W3144483944 cites W2990313413 @default.
• W3144483944 cites W2990704537 @default.
• W3144483944 cites W2991588540 @default.
• W3144483944 cites W3005957694 @default.
• W3144483944 cites W3030163527 @default.
• W3144483944 cites W3038443040 @default.
• W3144483944 cites W3086713402 @default.
• W3144483944 cites W3098576902 @default.
• W3144483944 hasPublicationYear "2021" @default.
• W3144483944 type Work @default.
• W3144483944 sameAs 3144483944 @default.
• W3144483944 citedByCount "0" @default.
• W3144483944 crossrefType "posted-content" @default.
• W3144483944 hasAuthorship W3144483944A5020153026 @default.
• W3144483944 hasAuthorship W3144483944A5036502813 @default.
• W3144483944 hasAuthorship W3144483944A5036713669 @default.
• W3144483944 hasAuthorship W3144483944A5044691513 @default.
• W3144483944 hasAuthorship W3144483944A5055509878 @default.
• W3144483944 hasAuthorship W3144483944A5065747091 @default.
• W3144483944 hasAuthorship W3144483944A5080665667 @default.
• W3144483944 hasConcept C105339364 @default.
• W3144483944 hasConcept C105795698 @default.
• W3144483944 hasConcept C107457646 @default.
• W3144483944 hasConcept C115903868 @default.
• W3144483944 hasConcept C119599485 @default.
• W3144483944 hasConcept C127413603 @default.
• W3144483944 hasConcept C132943942 @default.
• W3144483944 hasConcept C144024400 @default.
• W3144483944 hasConcept C151730666 @default.
• W3144483944 hasConcept C154945302 @default.
• W3144483944 hasConcept C15744967 @default.
• W3144483944 hasConcept C186370098 @default.
• W3144483944 hasConcept C18903297 @default.
• W3144483944 hasConcept C19417346 @default.
• W3144483944 hasConcept C26517878 @default.
• W3144483944 hasConcept C2775936607 @default.
• W3144483944 hasConcept C2780165032 @default.
• W3144483944 hasConcept C2780331096 @default.
• W3144483944 hasConcept C2780936489 @default.
• W3144483944 hasConcept C30772137 @default.
• W3144483944 hasConcept C33923547 @default.
• W3144483944 hasConcept C36289849 @default.
• W3144483944 hasConcept C38652104 @default.
• W3144483944 hasConcept C41008148 @default.
• W3144483944 hasConcept C44154836 @default.
• W3144483944 hasConcept C47737302 @default.
• W3144483944 hasConcept C66204764 @default.
• W3144483944 hasConcept C86803240 @default.
• W3144483944 hasConceptScore W3144483944C105339364 @default.
• W3144483944 hasConceptScore W3144483944C105795698 @default.
• W3144483944 hasConceptScore W3144483944C107457646 @default.
• W3144483944 hasConceptScore W3144483944C115903868 @default.
• W3144483944 hasConceptScore W3144483944C119599485 @default.
• W3144483944 hasConceptScore W3144483944C127413603 @default.
• W3144483944 hasConceptScore W3144483944C132943942 @default.
• W3144483944 hasConceptScore W3144483944C144024400 @default.
• W3144483944 hasConceptScore W3144483944C151730666 @default.
• W3144483944 hasConceptScore W3144483944C154945302 @default.
• W3144483944 hasConceptScore W3144483944C15744967 @default.
• W3144483944 hasConceptScore W3144483944C186370098 @default.
• W3144483944 hasConceptScore W3144483944C18903297 @default.
• W3144483944 hasConceptScore W3144483944C19417346 @default.
• W3144483944 hasConceptScore W3144483944C26517878 @default.
• W3144483944 hasConceptScore W3144483944C2775936607 @default.
• W3144483944 hasConceptScore W3144483944C2780165032 @default.
• W3144483944 hasConceptScore W3144483944C2780331096 @default.
• W3144483944 hasConceptScore W3144483944C2780936489 @default.
• W3144483944 hasConceptScore W3144483944C30772137 @default.
• W3144483944 hasConceptScore W3144483944C33923547 @default.
• W3144483944 hasConceptScore W3144483944C36289849 @default.
• W3144483944 hasConceptScore W3144483944C38652104 @default.
• W3144483944 hasConceptScore W3144483944C41008148 @default.
• W3144483944 hasConceptScore W3144483944C44154836 @default.
• W3144483944 hasConceptScore W3144483944C47737302 @default.
• W3144483944 hasConceptScore W3144483944C66204764 @default.
• W3144483944 hasConceptScore W3144483944C86803240 @default.
• W3144483944 hasLocation W31444839441 @default.
• W3144483944 hasOpenAccess W3144483944 @default.
• W3144483944 hasPrimaryLocation W31444839441 @default.

• next