Classes

The following classes are available globally.

  • An ORT checkpoint is a snapshot of the state of a model at a given point in time.

    This class holds the entire training session state that includes model parameters, their gradients, optimizer parameters, and user properties. The ORTTrainingSession leverages the ORTCheckpoint by accessing and updating the contained training state.

    Available since 1.16.

    Note

    This class is only available when the training APIs are enabled.
    See more

    Declaration

    Objective-C

    @interface ORTCheckpoint : NSObject

    Swift

    class ORTCheckpoint : NSObject

  • Options for configuring the CoreML execution provider.

    See more

    Declaration

    Objective-C

    @interface ORTCoreMLExecutionProviderOptions : NSObject

    Swift

    class ORTCoreMLExecutionProviderOptions : NSObject

  • Options for configuring a session.

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    Declaration

    Objective-C

    @interface ORTSessionOptions : NSObject

    Swift

    class ORTSessionOptions : NSObject

  • The ORT environment.

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    Declaration

    Objective-C

    @interface ORTEnv : NSObject

    Swift

    class ORTEnv : NSObject

  • An ORT session loads and runs a model.

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    Declaration

    Objective-C

    @interface ORTSession : NSObject

    Swift

    class ORTSession : NSObject

  • Options for configuring a run.

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    Declaration

    Objective-C

    @interface ORTRunOptions : NSObject

    Swift

    class ORTRunOptions : NSObject

  • Trainer class that provides methods to train, evaluate and optimize ONNX models.

    The training session requires four training artifacts:

    1. Training onnx model
    2. Evaluation onnx model (optional)
    3. Optimizer onnx model
    4. Checkpoint directory

    onnxruntime-training python utility can be used to generate above training artifacts.

    Available since 1.16.

    Note

    This class is only available when the training APIs are enabled.
    See more

    Declaration

    Objective-C

    @interface ORTTrainingSession : NSObject

    Swift

    class ORTTrainingSession : NSObject

  • An ORT value encapsulates data used as an input or output to a model at runtime.

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    Declaration

    Objective-C

    @interface ORTValue : NSObject

    Swift

    class ORTValue : NSObject

  • A value’s type information.

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    Declaration

    Objective-C

    @interface ORTValueTypeInfo : NSObject

    Swift

    class ORTValueTypeInfo : NSObject

  • A tensor’s type and shape information.

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    Declaration

    Objective-C

    @interface ORTTensorTypeAndShapeInfo : NSObject

    Swift

    class ORTTensorTypeAndShapeInfo : NSObject

  • Options for configuring the Xnnpack execution provider.

    See more

    Declaration

    Objective-C

    @interface ORTXnnpackExecutionProviderOptions : NSObject

    Swift

    class ORTXnnpackExecutionProviderOptions : NSObject