https://spdx.org/rdf/3.0.1/terms/AI/EnergyConsumption
A class for describing the energy consumption incurred by an AI model in
different stages of its lifecycle.
By the associated SHACL property shapes, instances of ai:EnergyConsumption can have the following properties:
| PROPERTY | PROPERTY TYPE | DESCRIPTION | MIN | MAX | VALUE TYPE | OTHER CONSTRAINTS | GLOBAL RANGE |
|---|---|---|---|---|---|---|---|
| ai:EnergyConsumption | |||||||
| ai:finetuningEnergyConsumption | owl:ObjectProperty | Specifies the amount of energy consumed when finetuning the AI model that is being used in the AI system. | 0 | * | ai:EnergyConsumptionDescription sh:BlankNodeOrIRI |
ai:EnergyConsumptionDescription | |
| ai:inferenceEnergyConsumption | owl:ObjectProperty | Specifies the amount of energy consumed during inference time by an AI model that is being used in the AI system. | 0 | * | ai:EnergyConsumptionDescription sh:BlankNodeOrIRI |
ai:EnergyConsumptionDescription | |
| ai:trainingEnergyConsumption | owl:ObjectProperty | Specifies the amount of energy consumed when training the AI model that is being used in the AI system. | 0 | * | ai:EnergyConsumptionDescription sh:BlankNodeOrIRI |
ai:EnergyConsumptionDescription | |
@prefix ai: <https://spdx.org/rdf/3.0.1/terms/AI/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix sh: <http://www.w3.org/ns/shacl#> .
ai:EnergyConsumption a owl:Class,
sh:NodeShape ;
rdfs:comment """A class for describing the energy consumption incurred by an AI model in
different stages of its lifecycle."""@en ;
sh:nodeKind sh:BlankNodeOrIRI ;
sh:property [ sh:class ai:EnergyConsumptionDescription ;
sh:nodeKind sh:BlankNodeOrIRI ;
sh:path ai:finetuningEnergyConsumption ],
[ sh:class ai:EnergyConsumptionDescription ;
sh:nodeKind sh:BlankNodeOrIRI ;
sh:path ai:inferenceEnergyConsumption ],
[ sh:class ai:EnergyConsumptionDescription ;
sh:nodeKind sh:BlankNodeOrIRI ;
sh:path ai:trainingEnergyConsumption ] .