Describe Optimization Job
| sagemaker_describe_optimization_job | R Documentation |
Provides the properties of the specified optimization job¶
Description¶
Provides the properties of the specified optimization job.
Usage¶
Arguments¶
OptimizationJobName[required] The name that you assigned to the optimization job.
Value¶
A list with the following syntax:
list(
OptimizationJobArn = "string",
OptimizationJobStatus = "INPROGRESS"|"COMPLETED"|"FAILED"|"STARTING"|"STOPPING"|"STOPPED",
OptimizationStartTime = as.POSIXct(
"2015-01-01"
),
OptimizationEndTime = as.POSIXct(
"2015-01-01"
),
CreationTime = as.POSIXct(
"2015-01-01"
),
LastModifiedTime = as.POSIXct(
"2015-01-01"
),
FailureReason = "string",
OptimizationJobName = "string",
ModelSource = list(
S3 = list(
S3Uri = "string",
ModelAccessConfig = list(
AcceptEula = TRUE|FALSE
)
)
),
OptimizationEnvironment = list(
"string"
),
DeploymentInstanceType = "ml.p4d.24xlarge"|"ml.p4de.24xlarge"|"ml.p5.48xlarge"|"ml.g5.xlarge"|"ml.g5.2xlarge"|"ml.g5.4xlarge"|"ml.g5.8xlarge"|"ml.g5.12xlarge"|"ml.g5.16xlarge"|"ml.g5.24xlarge"|"ml.g5.48xlarge"|"ml.g6.xlarge"|"ml.g6.2xlarge"|"ml.g6.4xlarge"|"ml.g6.8xlarge"|"ml.g6.12xlarge"|"ml.g6.16xlarge"|"ml.g6.24xlarge"|"ml.g6.48xlarge"|"ml.inf2.xlarge"|"ml.inf2.8xlarge"|"ml.inf2.24xlarge"|"ml.inf2.48xlarge"|"ml.trn1.2xlarge"|"ml.trn1.32xlarge"|"ml.trn1n.32xlarge",
OptimizationConfigs = list(
list(
ModelQuantizationConfig = list(
Image = "string",
OverrideEnvironment = list(
"string"
)
),
ModelCompilationConfig = list(
Image = "string",
OverrideEnvironment = list(
"string"
)
)
)
),
OutputConfig = list(
KmsKeyId = "string",
S3OutputLocation = "string"
),
OptimizationOutput = list(
RecommendedInferenceImage = "string"
),
RoleArn = "string",
StoppingCondition = list(
MaxRuntimeInSeconds = 123,
MaxWaitTimeInSeconds = 123,
MaxPendingTimeInSeconds = 123
),
VpcConfig = list(
SecurityGroupIds = list(
"string"
),
Subnets = list(
"string"
)
)
)