model data acquisition including search, selection and transfer.
from enum value: ACTIVITY_TYPE_DATA_COLLECTION = 3;
model data preparation including data cleaning, labeling and conversion.
from enum value: ACTIVITY_TYPE_DATA_PREPARATION = 4;
explicit model deployment to a target hosting infrastructure.
from enum value: ACTIVITY_TYPE_DEPLOYMENT = 8;
model design including problem framing, goal definition and algorithm selection.
from enum value: ACTIVITY_TYPE_DESIGN = 2;
refining a trained model to produce desired outputs for a given problem space.
from enum value: ACTIVITY_TYPE_FINE_TUNING = 6;
generating an output response from a hosted model from a set of inputs.
from enum value: ACTIVITY_TYPE_INFERENCE = 9;
a lifecycle activity type whose description does not match currently defined values (the default type).
from enum value: ACTIVITY_TYPE_OTHER = 1;
model building, training and generalized tuning.
from enum value: ACTIVITY_TYPE_TRAINING = 5;
from enum value: ACTIVITY_TYPE_UNSPECIFIED = 0;
model validation including model output evaluation and testing.
from enum value: ACTIVITY_TYPE_VALIDATION = 7;
An activity that is part of a machine learning model development or operational lifecycle.
Generated
from enum cyclonedx.v1_6.ModelCard.ModelCardConsiderations.EnergyConsumption.ActivityType