NAME
Paws::SageMaker::DescribeCompilationJobResponse
ATTRIBUTES
CompilationEndTime => Str
The time when the model compilation job on a compilation job instance ended. For a successful or stopped job, this is when the job's model artifacts have finished uploading. For a failed job, this is when Amazon SageMaker detected that the job failed.
REQUIRED CompilationJobArn => Str
The Amazon Resource Name (ARN) of the model compilation job.
REQUIRED CompilationJobName => Str
The name of the model compilation job.
REQUIRED CompilationJobStatus => Str
The status of the model compilation job.
Valid values are: "INPROGRESS", "COMPLETED", "FAILED", "STARTING", "STOPPING", "STOPPED" =head2 CompilationStartTime => Str
The time when the model compilation job started the CompilationJob instances.
You are billed for the time between this timestamp and the timestamp in the DescribeCompilationJobResponse$CompilationEndTime field. In Amazon CloudWatch Logs, the start time might be later than this time. That's because it takes time to download the compilation job, which depends on the size of the compilation job container.
REQUIRED CreationTime => Str
The time that the model compilation job was created.
REQUIRED FailureReason => Str
If a model compilation job failed, the reason it failed.
InferenceImage => Str
The inference image to use when compiling a model. Specify an image only if the target device is a cloud instance.
REQUIRED InputConfig => Paws::SageMaker::InputConfig
Information about the location in Amazon S3 of the input model artifacts, the name and shape of the expected data inputs, and the framework in which the model was trained.
REQUIRED LastModifiedTime => Str
The time that the status of the model compilation job was last modified.
REQUIRED ModelArtifacts => Paws::SageMaker::ModelArtifacts
Information about the location in Amazon S3 that has been configured for storing the model artifacts used in the compilation job.
ModelDigests => Paws::SageMaker::ModelDigests
Provides a BLAKE2 hash value that identifies the compiled model artifacts in Amazon S3.
REQUIRED OutputConfig => Paws::SageMaker::OutputConfig
Information about the output location for the compiled model and the target device that the model runs on.
REQUIRED RoleArn => Str
The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker assumes to perform the model compilation job.
REQUIRED StoppingCondition => Paws::SageMaker::StoppingCondition
Specifies a limit to how long a model compilation job can run. When the job reaches the time limit, Amazon SageMaker ends the compilation job. Use this API to cap model training costs.
VpcConfig => Paws::SageMaker::NeoVpcConfig
A VpcConfig object that specifies the VPC that you want your compilation job to connect to. Control access to your models by configuring the VPC. For more information, see Protect Compilation Jobs by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/neo-vpc.html).