class Aws::SageMaker::Types::DescribeCompilationJobResponse
@!attribute [rw] compilation_job_name
The name of the model compilation job. @return [String]
@!attribute [rw] compilation_job_arn
The Amazon Resource Name (ARN) of the model compilation job. @return [String]
@!attribute [rw] compilation_job_status
The status of the model compilation job. @return [String]
@!attribute [rw] compilation_start_time
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. @return [Time]
@!attribute [rw] compilation_end_time
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. @return [Time]
@!attribute [rw] stopping_condition
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. @return [Types::StoppingCondition]
@!attribute [rw] inference_image
The inference image to use when compiling a model. Specify an image only if the target device is a cloud instance. @return [String]
@!attribute [rw] creation_time
The time that the model compilation job was created. @return [Time]
@!attribute [rw] last_modified_time
The time that the status of the model compilation job was last modified. @return [Time]
@!attribute [rw] failure_reason
If a model compilation job failed, the reason it failed. @return [String]
@!attribute [rw] model_artifacts
Information about the location in Amazon S3 that has been configured for storing the model artifacts used in the compilation job. @return [Types::ModelArtifacts]
@!attribute [rw] model_digests
Provides a BLAKE2 hash value that identifies the compiled model artifacts in Amazon S3. @return [Types::ModelDigests]
@!attribute [rw] role_arn
The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker assumes to perform the model compilation job. @return [String]
@!attribute [rw] input_config
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. @return [Types::InputConfig]
@!attribute [rw] output_config
Information about the output location for the compiled model and the target device that the model runs on. @return [Types::OutputConfig]
@!attribute [rw] vpc_config
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][1]. [1]: https://docs.aws.amazon.com/sagemaker/latest/dg/neo-vpc.html @return [Types::NeoVpcConfig]
@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCompilationJobResponse AWS API Documentation
Constants
- SENSITIVE