Returns a description of the specified algorithm that is in your account
Returns a description of the specified algorithm that is in your account.
sagemaker_describe_algorithm(AlgorithmName)
AlgorithmName |
[required] The name of the algorithm to describe. |
A list with the following syntax:
list(
AlgorithmName = "string",
AlgorithmArn = "string",
AlgorithmDescription = "string",
CreationTime = as.POSIXct(
"2015-01-01"
),
TrainingSpecification = list(
TrainingImage = "string",
TrainingImageDigest = "string",
SupportedHyperParameters = list(
list(
Name = "string",
Description = "string",
Type = "Integer"|"Continuous"|"Categorical"|"FreeText",
Range = list(
IntegerParameterRangeSpecification = list(
MinValue = "string",
MaxValue = "string"
),
ContinuousParameterRangeSpecification = list(
MinValue = "string",
MaxValue = "string"
),
CategoricalParameterRangeSpecification = list(
Values = list(
"string"
)
)
),
IsTunable = TRUE|FALSE,
IsRequired = TRUE|FALSE,
DefaultValue = "string"
)
),
SupportedTrainingInstanceTypes = list(
"ml.m4.xlarge"|"ml.m4.2xlarge"|"ml.m4.4xlarge"|"ml.m4.10xlarge"|"ml.m4.16xlarge"|"ml.g4dn.xlarge"|"ml.g4dn.2xlarge"|"ml.g4dn.4xlarge"|"ml.g4dn.8xlarge"|"ml.g4dn.12xlarge"|"ml.g4dn.16xlarge"|"ml.m5.large"|"ml.m5.xlarge"|"ml.m5.2xlarge"|"ml.m5.4xlarge"|"ml.m5.12xlarge"|"ml.m5.24xlarge"|"ml.c4.xlarge"|"ml.c4.2xlarge"|"ml.c4.4xlarge"|"ml.c4.8xlarge"|"ml.p2.xlarge"|"ml.p2.8xlarge"|"ml.p2.16xlarge"|"ml.p3.2xlarge"|"ml.p3.8xlarge"|"ml.p3.16xlarge"|"ml.p3dn.24xlarge"|"ml.p4d.24xlarge"|"ml.c5.xlarge"|"ml.c5.2xlarge"|"ml.c5.4xlarge"|"ml.c5.9xlarge"|"ml.c5.18xlarge"|"ml.c5n.xlarge"|"ml.c5n.2xlarge"|"ml.c5n.4xlarge"|"ml.c5n.9xlarge"|"ml.c5n.18xlarge"
),
SupportsDistributedTraining = TRUE|FALSE,
MetricDefinitions = list(
list(
Name = "string",
Regex = "string"
)
),
TrainingChannels = list(
list(
Name = "string",
Description = "string",
IsRequired = TRUE|FALSE,
SupportedContentTypes = list(
"string"
),
SupportedCompressionTypes = list(
"None"|"Gzip"
),
SupportedInputModes = list(
"Pipe"|"File"
)
)
),
SupportedTuningJobObjectiveMetrics = list(
list(
Type = "Maximize"|"Minimize",
MetricName = "string"
)
)
),
InferenceSpecification = list(
Containers = list(
list(
ContainerHostname = "string",
Image = "string",
ImageDigest = "string",
ModelDataUrl = "string",
ProductId = "string"
)
),
SupportedTransformInstanceTypes = list(
"ml.m4.xlarge"|"ml.m4.2xlarge"|"ml.m4.4xlarge"|"ml.m4.10xlarge"|"ml.m4.16xlarge"|"ml.c4.xlarge"|"ml.c4.2xlarge"|"ml.c4.4xlarge"|"ml.c4.8xlarge"|"ml.p2.xlarge"|"ml.p2.8xlarge"|"ml.p2.16xlarge"|"ml.p3.2xlarge"|"ml.p3.8xlarge"|"ml.p3.16xlarge"|"ml.c5.xlarge"|"ml.c5.2xlarge"|"ml.c5.4xlarge"|"ml.c5.9xlarge"|"ml.c5.18xlarge"|"ml.m5.large"|"ml.m5.xlarge"|"ml.m5.2xlarge"|"ml.m5.4xlarge"|"ml.m5.12xlarge"|"ml.m5.24xlarge"
),
SupportedRealtimeInferenceInstanceTypes = list(
"ml.t2.medium"|"ml.t2.large"|"ml.t2.xlarge"|"ml.t2.2xlarge"|"ml.m4.xlarge"|"ml.m4.2xlarge"|"ml.m4.4xlarge"|"ml.m4.10xlarge"|"ml.m4.16xlarge"|"ml.m5.large"|"ml.m5.xlarge"|"ml.m5.2xlarge"|"ml.m5.4xlarge"|"ml.m5.12xlarge"|"ml.m5.24xlarge"|"ml.m5d.large"|"ml.m5d.xlarge"|"ml.m5d.2xlarge"|"ml.m5d.4xlarge"|"ml.m5d.12xlarge"|"ml.m5d.24xlarge"|"ml.c4.large"|"ml.c4.xlarge"|"ml.c4.2xlarge"|"ml.c4.4xlarge"|"ml.c4.8xlarge"|"ml.p2.xlarge"|"ml.p2.8xlarge"|"ml.p2.16xlarge"|"ml.p3.2xlarge"|"ml.p3.8xlarge"|"ml.p3.16xlarge"|"ml.c5.large"|"ml.c5.xlarge"|"ml.c5.2xlarge"|"ml.c5.4xlarge"|"ml.c5.9xlarge"|"ml.c5.18xlarge"|"ml.c5d.large"|"ml.c5d.xlarge"|"ml.c5d.2xlarge"|"ml.c5d.4xlarge"|"ml.c5d.9xlarge"|"ml.c5d.18xlarge"|"ml.g4dn.xlarge"|"ml.g4dn.2xlarge"|"ml.g4dn.4xlarge"|"ml.g4dn.8xlarge"|"ml.g4dn.12xlarge"|"ml.g4dn.16xlarge"|"ml.r5.large"|"ml.r5.xlarge"|"ml.r5.2xlarge"|"ml.r5.4xlarge"|"ml.r5.12xlarge"|"ml.r5.24xlarge"|"ml.r5d.large"|"ml.r5d.xlarge"|"ml.r5d.2xlarge"|"ml.r5d.4xlarge"|"ml.r5d.12xlarge"|"ml.r5d.24xlarge"|"ml.inf1.xlarge"|"ml.inf1.2xlarge"|"ml.inf1.6xlarge"|"ml.inf1.24xlarge"
),
SupportedContentTypes = list(
"string"
),
SupportedResponseMIMETypes = list(
"string"
)
),
ValidationSpecification = list(
ValidationRole = "string",
ValidationProfiles = list(
list(
ProfileName = "string",
TrainingJobDefinition = list(
TrainingInputMode = "Pipe"|"File",
HyperParameters = list(
"string"
),
InputDataConfig = list(
list(
ChannelName = "string",
DataSource = list(
S3DataSource = list(
S3DataType = "ManifestFile"|"S3Prefix"|"AugmentedManifestFile",
S3Uri = "string",
S3DataDistributionType = "FullyReplicated"|"ShardedByS3Key",
AttributeNames = list(
"string"
)
),
FileSystemDataSource = list(
FileSystemId = "string",
FileSystemAccessMode = "rw"|"ro",
FileSystemType = "EFS"|"FSxLustre",
DirectoryPath = "string"
)
),
ContentType = "string",
CompressionType = "None"|"Gzip",
RecordWrapperType = "None"|"RecordIO",
InputMode = "Pipe"|"File",
ShuffleConfig = list(
Seed = 123
)
)
),
OutputDataConfig = list(
KmsKeyId = "string",
S3OutputPath = "string"
),
ResourceConfig = list(
InstanceType = "ml.m4.xlarge"|"ml.m4.2xlarge"|"ml.m4.4xlarge"|"ml.m4.10xlarge"|"ml.m4.16xlarge"|"ml.g4dn.xlarge"|"ml.g4dn.2xlarge"|"ml.g4dn.4xlarge"|"ml.g4dn.8xlarge"|"ml.g4dn.12xlarge"|"ml.g4dn.16xlarge"|"ml.m5.large"|"ml.m5.xlarge"|"ml.m5.2xlarge"|"ml.m5.4xlarge"|"ml.m5.12xlarge"|"ml.m5.24xlarge"|"ml.c4.xlarge"|"ml.c4.2xlarge"|"ml.c4.4xlarge"|"ml.c4.8xlarge"|"ml.p2.xlarge"|"ml.p2.8xlarge"|"ml.p2.16xlarge"|"ml.p3.2xlarge"|"ml.p3.8xlarge"|"ml.p3.16xlarge"|"ml.p3dn.24xlarge"|"ml.p4d.24xlarge"|"ml.c5.xlarge"|"ml.c5.2xlarge"|"ml.c5.4xlarge"|"ml.c5.9xlarge"|"ml.c5.18xlarge"|"ml.c5n.xlarge"|"ml.c5n.2xlarge"|"ml.c5n.4xlarge"|"ml.c5n.9xlarge"|"ml.c5n.18xlarge",
InstanceCount = 123,
VolumeSizeInGB = 123,
VolumeKmsKeyId = "string"
),
StoppingCondition = list(
MaxRuntimeInSeconds = 123,
MaxWaitTimeInSeconds = 123
)
),
TransformJobDefinition = list(
MaxConcurrentTransforms = 123,
MaxPayloadInMB = 123,
BatchStrategy = "MultiRecord"|"SingleRecord",
Environment = list(
"string"
),
TransformInput = list(
DataSource = list(
S3DataSource = list(
S3DataType = "ManifestFile"|"S3Prefix"|"AugmentedManifestFile",
S3Uri = "string"
)
),
ContentType = "string",
CompressionType = "None"|"Gzip",
SplitType = "None"|"Line"|"RecordIO"|"TFRecord"
),
TransformOutput = list(
S3OutputPath = "string",
Accept = "string",
AssembleWith = "None"|"Line",
KmsKeyId = "string"
),
TransformResources = list(
InstanceType = "ml.m4.xlarge"|"ml.m4.2xlarge"|"ml.m4.4xlarge"|"ml.m4.10xlarge"|"ml.m4.16xlarge"|"ml.c4.xlarge"|"ml.c4.2xlarge"|"ml.c4.4xlarge"|"ml.c4.8xlarge"|"ml.p2.xlarge"|"ml.p2.8xlarge"|"ml.p2.16xlarge"|"ml.p3.2xlarge"|"ml.p3.8xlarge"|"ml.p3.16xlarge"|"ml.c5.xlarge"|"ml.c5.2xlarge"|"ml.c5.4xlarge"|"ml.c5.9xlarge"|"ml.c5.18xlarge"|"ml.m5.large"|"ml.m5.xlarge"|"ml.m5.2xlarge"|"ml.m5.4xlarge"|"ml.m5.12xlarge"|"ml.m5.24xlarge",
InstanceCount = 123,
VolumeKmsKeyId = "string"
)
)
)
)
),
AlgorithmStatus = "Pending"|"InProgress"|"Completed"|"Failed"|"Deleting",
AlgorithmStatusDetails = list(
ValidationStatuses = list(
list(
Name = "string",
Status = "NotStarted"|"InProgress"|"Completed"|"Failed",
FailureReason = "string"
)
),
ImageScanStatuses = list(
list(
Name = "string",
Status = "NotStarted"|"InProgress"|"Completed"|"Failed",
FailureReason = "string"
)
)
),
ProductId = "string",
CertifyForMarketplace = TRUE|FALSE
)svc$describe_algorithm( AlgorithmName = "string" )
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