ModelSummary

class oci.ai_vision.models.ModelSummary(**kwargs)

Bases: object

The metadata about the model.

Methods

__init__(**kwargs) Initializes a new ModelSummary object with values from keyword arguments.

Attributes

compartment_id [Required] Gets the compartment_id of this ModelSummary.
defined_tags Gets the defined_tags of this ModelSummary.
description Gets the description of this ModelSummary.
display_name Gets the display_name of this ModelSummary.
freeform_tags Gets the freeform_tags of this ModelSummary.
id [Required] Gets the id of this ModelSummary.
lifecycle_details Gets the lifecycle_details of this ModelSummary.
lifecycle_state [Required] Gets the lifecycle_state of this ModelSummary.
model_type [Required] Gets the model_type of this ModelSummary.
model_version [Required] Gets the model_version of this ModelSummary.
precision Gets the precision of this ModelSummary.
project_id [Required] Gets the project_id of this ModelSummary.
system_tags Gets the system_tags of this ModelSummary.
testing_dataset Gets the testing_dataset of this ModelSummary.
time_created [Required] Gets the time_created of this ModelSummary.
time_updated Gets the time_updated of this ModelSummary.
training_dataset Gets the training_dataset of this ModelSummary.
validation_dataset Gets the validation_dataset of this ModelSummary.
__init__(**kwargs)

Initializes a new ModelSummary object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters:
  • id (str) – The value to assign to the id property of this ModelSummary.
  • display_name (str) – The value to assign to the display_name property of this ModelSummary.
  • description (str) – The value to assign to the description property of this ModelSummary.
  • compartment_id (str) – The value to assign to the compartment_id property of this ModelSummary.
  • model_type (str) – The value to assign to the model_type property of this ModelSummary.
  • model_version (str) – The value to assign to the model_version property of this ModelSummary.
  • project_id (str) – The value to assign to the project_id property of this ModelSummary.
  • time_created (datetime) – The value to assign to the time_created property of this ModelSummary.
  • time_updated (datetime) – The value to assign to the time_updated property of this ModelSummary.
  • lifecycle_state (str) – The value to assign to the lifecycle_state property of this ModelSummary.
  • lifecycle_details (str) – The value to assign to the lifecycle_details property of this ModelSummary.
  • precision (float) – The value to assign to the precision property of this ModelSummary.
  • training_dataset (oci.ai_vision.models.Dataset) – The value to assign to the training_dataset property of this ModelSummary.
  • testing_dataset (oci.ai_vision.models.Dataset) – The value to assign to the testing_dataset property of this ModelSummary.
  • validation_dataset (oci.ai_vision.models.Dataset) – The value to assign to the validation_dataset property of this ModelSummary.
  • freeform_tags (dict(str, str)) – The value to assign to the freeform_tags property of this ModelSummary.
  • defined_tags (dict(str, dict(str, object))) – The value to assign to the defined_tags property of this ModelSummary.
  • system_tags (dict(str, dict(str, object))) – The value to assign to the system_tags property of this ModelSummary.
compartment_id

[Required] Gets the compartment_id of this ModelSummary. The compartment identifier.

Returns:The compartment_id of this ModelSummary.
Return type:str
defined_tags

Gets the defined_tags of this ModelSummary. Defined tags for this resource. Each key is predefined and scoped to a namespace. For example: {“foo-namespace”: {“bar-key”: “value”}}

Returns:The defined_tags of this ModelSummary.
Return type:dict(str, dict(str, object))
description

Gets the description of this ModelSummary. An optional description of the model.

Returns:The description of this ModelSummary.
Return type:str
display_name

Gets the display_name of this ModelSummary. A human-friendly name for the model, which can be changed.

Returns:The display_name of this ModelSummary.
Return type:str
freeform_tags

Gets the freeform_tags of this ModelSummary. A simple key-value pair that is applied without any predefined name, type, or scope. It exists for cross-compatibility only. For example: {“bar-key”: “value”}

Returns:The freeform_tags of this ModelSummary.
Return type:dict(str, str)
id

[Required] Gets the id of this ModelSummary. A unique identifier that is immutable after creation.

Returns:The id of this ModelSummary.
Return type:str
lifecycle_details

Gets the lifecycle_details of this ModelSummary. A message describing the current state in more detail, that can provide actionable information if training failed.

Returns:The lifecycle_details of this ModelSummary.
Return type:str
lifecycle_state

[Required] Gets the lifecycle_state of this ModelSummary. The current state of the model.

Returns:The lifecycle_state of this ModelSummary.
Return type:str
model_type

[Required] Gets the model_type of this ModelSummary. What type of Vision model this is.

Returns:The model_type of this ModelSummary.
Return type:str
model_version

[Required] Gets the model_version of this ModelSummary. The version of the model.

Returns:The model_version of this ModelSummary.
Return type:str
precision

Gets the precision of this ModelSummary. The precision of the trained model.

Returns:The precision of this ModelSummary.
Return type:float
project_id

[Required] Gets the project_id of this ModelSummary. The OCID of the project that contains the model.

Returns:The project_id of this ModelSummary.
Return type:str
system_tags

Gets the system_tags of this ModelSummary. Usage of system tag keys. These predefined keys are scoped to namespaces. For example: {“orcl-cloud”: {“free-tier-retained”: “true”}}

Returns:The system_tags of this ModelSummary.
Return type:dict(str, dict(str, object))
testing_dataset

Gets the testing_dataset of this ModelSummary.

Returns:The testing_dataset of this ModelSummary.
Return type:oci.ai_vision.models.Dataset
time_created

[Required] Gets the time_created of this ModelSummary. When the model was created, as an RFC3339 datetime string.

Returns:The time_created of this ModelSummary.
Return type:datetime
time_updated

Gets the time_updated of this ModelSummary. When the model was modified, as an RFC3339 datetime string.

Returns:The time_updated of this ModelSummary.
Return type:datetime
training_dataset

Gets the training_dataset of this ModelSummary.

Returns:The training_dataset of this ModelSummary.
Return type:oci.ai_vision.models.Dataset
validation_dataset

Gets the validation_dataset of this ModelSummary.

Returns:The validation_dataset of this ModelSummary.
Return type:oci.ai_vision.models.Dataset