TrainingSessionDetail

The date and time that the training session was created.

Type: Timestamp

Required: Yes

The Amazon Resource Name (ARN) of the training session.

Type: String

Length Constraints: Minimum length of 0. Maximum length of 256.

Pattern: arn:(aws[a-z\-]*):sagemaker:[a-z0-9\-]+:[0-9]{12}:training-session/[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}

Required: Yes

The name of the training session.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 63.

Pattern: [a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}

Required: Yes

The current status of the training session.

Type: String

Valid Values: Created | Blocked | Running | Failed | Scheduled | Stopping | Stopped | Expired | Deleting | DeletionFailed

Required: Yes

The billable token usage for the training session.

Type: BillableTokenUsage object

Required: No

The date and time that the training session ended.

Type: Timestamp

Required: No

If the training session failed or is blocked, detailed error information.

Type: String

Length Constraints: Minimum length of 0. Maximum length of 1024.

Required: No

The date and time that the training session was last modified.

Type: Timestamp

Required: No

The sequence number of the last training operation received by the session.

Type: Integer

Required: No

The Low-Rank Adaptation (LoRA) configuration for the training session.

Type: LoraConfig object

Required: No

The configuration for the base model.

Type: TrainingSessionModelConfig object

Required: No

The Amazon Resource Name (ARN) of the model package group where checkpoints are published.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 2048.

Pattern: arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]{9,16}:[0-9]{12}:model-package-group/[\S]{1,2048}

Required: No

The output configuration for the training session.

Type: TrainingSessionOutputConfig object

Required: No

The Amazon Resource Name (ARN) of the IAM role associated with the training session.

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

Pattern: arn:aws[a-z\-]*:iam::\d{12}:role/?[a-zA-Z_0-9+=,.@\-_/]+

Required: No

The tags associated with the training session.

Type: Array of Tag objects

Array Members: Minimum number of 0 items. Maximum number of 50 items.

Required: No

The Virtual Private Cloud (VPC) configuration for the training session.

Type: VpcConfig object

Required: No