| Column Name | Column Data Type |
|---|
model_identifier Required Input Column
Name or Amazon Resource Name (ARN) of the custom model. | VARCHAR |
_aws_profile Input Column
The AWS profile defines the AWS identity used. It can be defined via credentials or by assuming a IAM role. | STRUCT(
"type" VARCHAR,
"name" VARCHAR,
"account_id" VARCHAR,
"via_profile_name" VARCHAR,
"assumed_role_arn" VARCHAR,
"organization" STRUCT(
"account_name" VARCHAR,
"id" VARCHAR,
"tags" STRUCT(
"key" VARCHAR,
"value" VARCHAR
)[],
"master_account" STRUCT(
"id" VARCHAR,
"email" VARCHAR
),
"parents" STRUCT(
"type" VARCHAR,
"id" VARCHAR,
"name" VARCHAR,
"tags" STRUCT(
"key" VARCHAR,
"value" VARCHAR
)[]
)[]
)
) |
Show child fields- _aws_profile.account_id
The AWS account id - _aws_profile.assumed_role_arn
The ARN of the assumed role - _aws_profile.name
The unique name of the profile. - _aws_profile.organization
Information about this profile's membership in the AWS organization. Show child fields- _aws_profile.organization.account_name
The name of account speciifed by the organization - _aws_profile.organization.id
The organization id - _aws_profile.organization.master_account
Show child fields- _aws_profile.organization.master_account.email
The organization master account email address - _aws_profile.organization.master_account.id
The organization master account id
- _aws_profile.organization.parents[]
Show child fields- _aws_profile.organization.parents[].id
The id of the parent - _aws_profile.organization.parents[].name
The name of the parent - _aws_profile.organization.parents[].tags[]
Show child fields- _aws_profile.organization.parents[].tags[].key
- _aws_profile.organization.parents[].tags[].value
- _aws_profile.organization.parents[].type
The type of parent can be an organization unit or a root
- _aws_profile.organization.tags[]
Show child fields- _aws_profile.organization.tags[].key
- _aws_profile.organization.tags[].value
- _aws_profile.type
The type of profile, either 'credentials' or 'assumed_role' - _aws_profile.via_profile_name
This IAM role for this profile is assumed by first utilizing another profile with this name to obtain credentials.
|
_aws_region Input Column
The AWS region to use. | VARCHAR |
base_model_arn
Amazon Resource Name (ARN) of the base model. | VARCHAR |
creation_time
Creation time of the model. | TIMESTAMP_S |
customization_type
The type of model customization. | VARCHAR |
hyper_parameters
Hyperparameter values associated with this model. For details on the format for different models, see Custom model hyperparameters. | MAP(VARCHAR, VARCHAR) |
job_arn
Job Amazon Resource Name (ARN) associated with this model. | VARCHAR |
job_name
Job name associated with this model. | VARCHAR |
model_arn
Amazon Resource Name (ARN) associated with this model. | VARCHAR |
model_kms_key_arn
The custom model is encrypted at rest using this key. | VARCHAR |
model_name
Model name associated with this model. | VARCHAR |
output_data_config
Output data configuration associated with this custom model. | STRUCT(
"s3_uri" VARCHAR
) |
Show child fields- output_data_config.s3_uri
The S3 URI where the output data is stored.
|
training_data_config
Contains information about the training dataset. | STRUCT(
"s3_uri" VARCHAR
) |
Show child fields- training_data_config.s3_uri
The S3 URI where the training data is stored.
|
training_metrics
Contains training metrics from the job creation. | STRUCT(
"training_loss" DOUBLE
) |
Show child fields- training_metrics.training_loss
Loss metric associated with the custom job.
|
validation_data_config
Contains information about the validation dataset. | STRUCT(
"validators" STRUCT(
"s3_uri" VARCHAR
)[]
) |
Show child fields- validation_data_config.validators[]
Show child fields- validation_data_config.validators[].s3_uri
The S3 URI where the validation data is stored.
|
validation_metrics
The validation metrics from the job creation. | STRUCT(
"validation_loss" DOUBLE
)[] |
Show child fields- validation_metrics[]
Show child fields- validation_metrics[].validation_loss
The validation loss associated with this validator.
|