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    Platform For AI:JobSpec

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    Platform For AI:JobSpec

    Last Updated:Jul 01, 2025
    ParameterTypeDescriptionExample
    object

    The detailed configurations of a type of worker, including the hardware specifications, the image run by the worker node, and the number of replicas.

    ImageConfigImageConfig

    The configuration of the private image.

    UseSpotInstancedeprecatedboolean

    Whether to use preemptible instances.

    		false
    ServiceSpecServiceSpec

    The service configurations.

    EcsSpecstring

    The hardware specifications of the worker. For more information, see Billing of DLC of PAI.

    Note The price varies based on instance types.
    		ecs.c6.large
    AssignNodeSpecAssignNodeSpec

    The scheduling node configurations.

    RestartPolicystring

    The restart policy. Valid values: Always, Never, OnFailure, and ExitCode.

    		ExitCode
    Imagestring

    The address of the image that is run by the worker node. You can call ListImages to obtain the image provided by PAI. You can also specify a third-party public image.

    		registry-vpc.cn-hangzhou.aliyuncs.com/cloud-dsw/tensorflow:1.12PAI-gpu-py36-cu101-ubuntu18.04
    PodCountlong

    The number of replicas.

    		1
    Typestring

    The worker type, which is related to JobType. The valid values of this parameter vary based on the value of JobType.

    • Valid values when JobType is set to TFJob: Chief, PS, Worker, Evaluator, and GraphLearn.
    • Valid values when JobType is set to PyTorchJob: Worker and Master.
    • Valid values when JobType is set to XGBoostJob: Worker and Master.
    • Valid values when JobType is set to OneFlowJob: Worker and Master.
    • Valid values when JobType is set to ElasticBatch: Worker and Master.

    The Master node in jobs of the PyTorchJob, XGBoostJob, OneFlowJob, or ElasticBatch type is optional. If you do not specify the Master node, the system automatically uses the first Worker node as the Master node.

    		Worker
    SpotSpecSpotSpec

    The configurations of the preemptible instance.

    IsCheifdeprecatedboolean

    Deprecated.

    ResourceConfigResourceConfig

    The resource configurations.

    AutoScalingSpecAutoScalingSpec

    The auto scaling configurations.

    LocalMountSpecsarray

    The list of local mount configurations.

    LocalMountSpec

    Local mount configuration.

    ExtraPodSpecExtraPodSpec

    The additional pod configurations.

    IsChiefboolean

    Whether the role is a Chief role. Chief role must be unique.