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// Amazon Resource Name (ARN) of a KMS Key Alias "arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias".

The KmsKeyId can be any of the following formats: The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that SageMaker uses to encrypt the model artifacts at rest using Amazon S3 server-side encryption. If the algorithm requires copying training data to the ML storage volume (when TrainingInputMode is set to File ), this copies 1/ n of the number of objects. In distributed training, where you use multiple ML compute EC2 instances, you might choose ShardedByS3Key. Keep this in mind when developing algorithms. This applies in both File and Pipe modes. If you do, some nodes won't get any data and you will pay for nodes that aren't getting any training data. In this case, model training on each machine uses only the subset of training data.ĭon't choose more ML compute instances for training than available S3 objects. If there are n ML compute instances launched for a training job, each instance gets approximately 1/ n of the number of S3 objects. If you want SageMaker to replicate a subset of data on each ML compute instance that is launched for model training, specify ShardedByS3Key. If you want SageMaker to replicate the entire dataset on each ML compute instance that is launched for model training, specify FullyReplicated. The object that each S3Uri points to must be readable by the IAM role that SageMaker uses to perform tasks on your behalf. s3://customer_bucket/some/prefix/relative/path/custdata-N The complete set of S3Uri in this manifest is the input data for the channel for this data source.

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The following code example shows a valid manifest format: This JSON is equivalent to the following S3Uri list: s3://customer_bucket/some/prefix/relative/path/to/custdata-1 s3://customer_bucket/some/prefix/relative/path/custdata-2. Note that the prefix must be a valid non-empty S3Uri that precludes users from specifying a manifest whose individual S3Uri is sourced from different S3 buckets.

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SageMaker appends the suffix elements to the prefix to get a full set of S3Uri. The first element is a prefix which is followed by one or more suffixes. A manifest might look like this: s3://bucketname/example.manifest A manifest is an S3 object which is a JSON file consisting of an array of elements.A key name prefix might look like this: s3://bucketname/exampleprefix.The default value is 60 seconds.ĭepending on the value specified for the S3DataType, identifies either a key name prefix or a manifest. If the value is set to 0, the socket connect will be blocking and not timeout. The maximum socket connect time in seconds. If the value is set to 0, the socket read will be blocking and not timeout. The CA certificate bundle to use when verifying SSL certificates. Credentials will not be loaded if this argument is provided. Overrides config/env settings.ĭo not sign requests. Use a specific profile from your credential file. This option overrides the default behavior of verifying SSL certificates.Ī JMESPath query to use in filtering the response data. For each SSL connection, the AWS CLI will verify SSL certificates. Override command's default URL with the given URL.īy default, the AWS CLI uses SSL when communicating with AWS services.