EngineConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)The EngineConfig resource creates the configuration for training a model.
Attributes |
|
|---|---|
| Name | Description |
name |
str
Output only. The resource name of the EngineConfig. format: "/projects/{project_num}/locations/{location}/instances/{instance}/engineConfigs/{engine_config}". |
create_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. The timestamp of creation of this resource. |
update_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. The timestamp of the most recent update of this resource. |
labels |
MutableMapping[str, str]
Labels |
state |
google.cloud.financialservices_v1.types.EngineConfig.State
Output only. State of the EngineConfig (creating, active, deleting, etc.) |
engine_version |
str
Required. The resource name of the EngineVersion used in this model tuning. format: "/projects/{project_num}/locations/{location}/instances/{instance}/engineVersions/{engine_version}". |
tuning |
google.cloud.financialservices_v1.types.EngineConfig.Tuning
Optional. Configuration for tuning in creation of the EngineConfig. This field is required if hyperparameter_source.type is not INHERITED, and
output-only otherwise.
|
performance_target |
google.cloud.financialservices_v1.types.EngineConfig.PerformanceTarget
Optional. PerformanceTarget gives information on how the tuning and training will be evaluated. This field is required if hyperparameter_source.type is not
INHERITED, and output-only otherwise.
|
line_of_business |
google.cloud.financialservices_v1.types.LineOfBusiness
Output only. The line of business (Retail/Commercial) this engine config is used for. Determined by EngineVersion, cannot be set by user. |
hyperparameter_source_type |
google.cloud.financialservices_v1.types.EngineConfig.HyperparameterSourceType
Optional. The origin of hyperparameters for the created EngineConfig. The default is TUNING. In this case, the
hyperparameters are selected as a result of a tuning run.
|
hyperparameter_source |
google.cloud.financialservices_v1.types.EngineConfig.HyperparameterSource
Optional. Configuration of hyperparameters source EngineConfig. |
Classes
HyperparameterSource
HyperparameterSource(mapping=None, *, ignore_unknown_fields=False, **kwargs)Parameters for bootstrapping an Engine Config with the results of another one.
HyperparameterSourceType
HyperparameterSourceType(value)The type of the hyperparameter source.
LabelsEntry
LabelsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)The abstract base class for a message.
| Parameters | |
|---|---|
| Name | Description |
kwargs |
dict
Keys and values corresponding to the fields of the message. |
mapping |
Union[dict,
A dictionary or message to be used to determine the values for this message. |
ignore_unknown_fields |
Optional(bool)
If True, do not raise errors for unknown fields. Only applied if |
PerformanceTarget
PerformanceTarget(mapping=None, *, ignore_unknown_fields=False, **kwargs)PerformanceTarget gives hints on how to evaluate the performance of a model.
State
State(value)The possible states of a resource.
Tuning
Tuning(mapping=None, *, ignore_unknown_fields=False, **kwargs)The parameters needed for the tuning operation, these are used only in tuning and not passed on to training.