cdx-proto
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    Enumeration ModelCard_ModelCardConsiderations_EnergyConsumption_ActivityType

    An activity that is part of a machine learning model development or operational lifecycle.

    from enum cyclonedx.v1_6.ModelCard.ModelCardConsiderations.EnergyConsumption.ActivityType

    Index

    Enumeration Members

    DATA_COLLECTION DATA_PREPARATION DEPLOYMENT DESIGN FINE_TUNING INFERENCE OTHER TRAINING UNSPECIFIED VALIDATION

    Enumeration Members

    DATA_COLLECTION: 3

    model data acquisition including search, selection and transfer.

    from enum value: ACTIVITY_TYPE_DATA_COLLECTION = 3;

    DATA_PREPARATION: 4

    model data preparation including data cleaning, labeling and conversion.

    from enum value: ACTIVITY_TYPE_DATA_PREPARATION = 4;

    DEPLOYMENT: 8

    explicit model deployment to a target hosting infrastructure.

    from enum value: ACTIVITY_TYPE_DEPLOYMENT = 8;

    DESIGN: 2

    model design including problem framing, goal definition and algorithm selection.

    from enum value: ACTIVITY_TYPE_DESIGN = 2;

    FINE_TUNING: 6

    refining a trained model to produce desired outputs for a given problem space.

    from enum value: ACTIVITY_TYPE_FINE_TUNING = 6;

    INFERENCE: 9

    generating an output response from a hosted model from a set of inputs.

    from enum value: ACTIVITY_TYPE_INFERENCE = 9;

    OTHER: 1

    a lifecycle activity type whose description does not match currently defined values (the default type).

    from enum value: ACTIVITY_TYPE_OTHER = 1;

    TRAINING: 5

    model building, training and generalized tuning.

    from enum value: ACTIVITY_TYPE_TRAINING = 5;

    UNSPECIFIED: 0

    from enum value: ACTIVITY_TYPE_UNSPECIFIED = 0;

    VALIDATION: 7

    model validation including model output evaluation and testing.

    from enum value: ACTIVITY_TYPE_VALIDATION = 7;

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    Enumeration Members