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ParameterSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)Represents a single parameter to optimize.
This message has oneof_ fields (mutually exclusive fields).
For each oneof, at most one member field can be set at the same time.
Setting any member of the oneof automatically clears all other
members.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
Attributes |
|
|---|---|
| Name | Description |
double_value_spec |
google.cloud.aiplatform_v1.types.StudySpec.ParameterSpec.DoubleValueSpec
The value spec for a 'DOUBLE' parameter. This field is a member of oneof_ parameter_value_spec.
|
integer_value_spec |
google.cloud.aiplatform_v1.types.StudySpec.ParameterSpec.IntegerValueSpec
The value spec for an 'INTEGER' parameter. This field is a member of oneof_ parameter_value_spec.
|
categorical_value_spec |
google.cloud.aiplatform_v1.types.StudySpec.ParameterSpec.CategoricalValueSpec
The value spec for a 'CATEGORICAL' parameter. This field is a member of oneof_ parameter_value_spec.
|
discrete_value_spec |
google.cloud.aiplatform_v1.types.StudySpec.ParameterSpec.DiscreteValueSpec
The value spec for a 'DISCRETE' parameter. This field is a member of oneof_ parameter_value_spec.
|
parameter_id |
str
Required. The ID of the parameter. Must not contain whitespaces and must be unique amongst all ParameterSpecs. |
scale_type |
google.cloud.aiplatform_v1.types.StudySpec.ParameterSpec.ScaleType
How the parameter should be scaled. Leave unset for CATEGORICAL parameters.
|
conditional_parameter_specs |
MutableSequence[google.cloud.aiplatform_v1.types.StudySpec.ParameterSpec.ConditionalParameterSpec]
A conditional parameter node is active if the parameter's value matches the conditional node's parent_value_condition. If two items in conditional_parameter_specs have the same name, they must have disjoint parent_value_condition. |
Classes
CategoricalValueSpec
CategoricalValueSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)Value specification for a parameter in CATEGORICAL type.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
ConditionalParameterSpec
ConditionalParameterSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)Represents a parameter spec with condition from its parent parameter.
This message has oneof_ fields (mutually exclusive fields).
For each oneof, at most one member field can be set at the same time.
Setting any member of the oneof automatically clears all other
members.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
DiscreteValueSpec
DiscreteValueSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)Value specification for a parameter in DISCRETE type.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
DoubleValueSpec
DoubleValueSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)Value specification for a parameter in DOUBLE type.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
IntegerValueSpec
IntegerValueSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)Value specification for a parameter in INTEGER type.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields
ScaleType
ScaleType(value)The type of scaling that should be applied to this parameter.
Methods
ParameterSpec
ParameterSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)Represents a single parameter to optimize.
This message has oneof_ fields (mutually exclusive fields).
For each oneof, at most one member field can be set at the same time.
Setting any member of the oneof automatically clears all other
members.
.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields