@Generated(value="jsii-pacmak/1.74.0 (build 6d08790)", date="2023-05-19T23:09:34.314Z") @Stability(value=Stable) public interface AlgorithmSpecification extends software.amazon.jsii.JsiiSerializable
Example:
SageMakerCreateTrainingJob.Builder.create(this, "TrainSagemaker") .trainingJobName(JsonPath.stringAt("$.JobName")) .algorithmSpecification(AlgorithmSpecification.builder() .algorithmName("BlazingText") .trainingInputMode(InputMode.FILE) .build()) .inputDataConfig(List.of(Channel.builder() .channelName("train") .dataSource(DataSource.builder() .s3DataSource(S3DataSource.builder() .s3DataType(S3DataType.S3_PREFIX) .s3Location(S3Location.fromJsonExpression("$.S3Bucket")) .build()) .build()) .build())) .outputDataConfig(OutputDataConfig.builder() .s3OutputLocation(S3Location.fromBucket(Bucket.fromBucketName(this, "Bucket", "mybucket"), "myoutputpath")) .build()) .resourceConfig(ResourceConfig.builder() .instanceCount(1) .instanceType(new InstanceType(JsonPath.stringAt("$.InstanceType"))) .volumeSize(Size.gibibytes(50)) .build()) // optional: default is 1 instance of EC2 `M4.XLarge` with `10GB` volume .stoppingCondition(StoppingCondition.builder() .maxRuntime(Duration.hours(2)) .build()) .build();
Modifier and Type | Interface and Description |
---|---|
static class |
AlgorithmSpecification.Builder
A builder for
AlgorithmSpecification |
static class |
AlgorithmSpecification.Jsii$Proxy
An implementation for
AlgorithmSpecification |
Modifier and Type | Method and Description |
---|---|
static AlgorithmSpecification.Builder |
builder() |
default String |
getAlgorithmName()
Name of the algorithm resource to use for the training job.
|
default List<MetricDefinition> |
getMetricDefinitions()
List of metric definition objects.
|
default DockerImage |
getTrainingImage()
Registry path of the Docker image that contains the training algorithm.
|
default InputMode |
getTrainingInputMode()
Input mode that the algorithm supports.
|
@Stability(value=Stable) @Nullable default String getAlgorithmName()
This must be an algorithm resource that you created or subscribe to on AWS Marketplace. If you specify a value for this parameter, you can't specify a value for TrainingImage.
Default: - No algorithm is specified
@Stability(value=Stable) @Nullable default List<MetricDefinition> getMetricDefinitions()
Each object specifies the metric name and regular expressions used to parse algorithm logs.
Default: - No metrics
@Stability(value=Stable) @Nullable default DockerImage getTrainingImage()
Default: - No Docker image is specified
@Stability(value=Stable) @Nullable default InputMode getTrainingInputMode()
Default: 'File' mode
@Stability(value=Stable) static AlgorithmSpecification.Builder builder()
AlgorithmSpecification.Builder
of AlgorithmSpecification
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