EnergyConsumption
Summary
A class for describing the energy consumption incurred by an AI model in different stages of its lifecycle.
Description
A class to denote the known or estimated energy consumption of an AI model during its training, fine-tuning, and inference stages.
Example
{
"type": "ai_EnergyConsumption",
"ai_trainingEnergyConsumption": [
{
"type": "ai_EnergyConsumptionDescription",
"ai_energyQuantity": "36.5",
"ai_energyUnit": "kilowattHour"
}
],
"ai_inferenceEnergyConsumption": [
{
"type": "ai_EnergyConsumptionDescription",
"ai_energyQuantity": "0.042",
"ai_energyUnit": "kilowattHour"
}
]
}
Metadata
https://spdx.org/rdf/3.0.1/terms/AI/EnergyConsumption
| Name | EnergyConsumption |
| Instantiability | Concrete |
Superclasses
Properties
| Property | Type | minCount | maxCount |
|---|---|---|---|
| finetuningEnergyConsumption | EnergyConsumptionDescription | 0 | * |
| inferenceEnergyConsumption | EnergyConsumptionDescription | 0 | * |
| trainingEnergyConsumption | EnergyConsumptionDescription | 0 | * |
All properties
| Property | Type | minCount | maxCount |
|---|---|---|---|
| finetuningEnergyConsumption | EnergyConsumptionDescription | 0 | * |
| inferenceEnergyConsumption | EnergyConsumptionDescription | 0 | * |
| trainingEnergyConsumption | EnergyConsumptionDescription | 0 | * |