Class: Google::Cloud::AIPlatform::V1::TrialContext

Inherits:

Object

Object
Google::Cloud::AIPlatform::V1::TrialContext

show all

Extended by:: Protobuf::MessageExts::ClassMethods

Includes:: Protobuf::MessageExts

Defined in:: proto_docs/google/cloud/aiplatform/v1/study.rb

Instance Attribute Summary collapse

#description ⇒ ::String
A human-readable field which can store a description of this context.
#parameters ⇒ ::Array<::Google::Cloud::AIPlatform::V1::Trial::Parameter>
If/when a Trial is generated or selected from this Context, its Parameters will match any parameters specified here.

Instance Attribute Details

#description ⇒ `::String`

Returns A human-readable field which can store a description of this context. This will become part of the resulting Trial's description field.

Returns:

(::String) —
A human-readable field which can store a description of this context. This will become part of the resulting Trial's description field.

# File 'proto_docs/google/cloud/aiplatform/v1/study.rb', line 202

class TrialContext
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#parameters ⇒ `::Array<::Google::Cloud::AIPlatform::V1::Trial::Parameter>`

Returns If/when a Trial is generated or selected from this Context, its Parameters will match any parameters specified here. (I.e. if this context specifies parameter name:'a' int_value:3, then a resulting Trial will have int_value:3 for its parameter named 'a'.) Note that we first attempt to match existing REQUESTED Trials with contexts, and if there are no matches, we generate suggestions in the subspace defined by the parameters specified here. NOTE: a Context without any Parameters matches the entire feasible search space.