Class: Google::Cloud::AIPlatform::V1::Measurement

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/study.rb

Overview

A message representing a Measurement of a Trial. A Measurement contains the Metrics got by executing a Trial using suggested hyperparameter values.

Defined Under Namespace

Classes: Metric

Instance Attribute Summary collapse

Instance Attribute Details

#elapsed_duration ⇒ ::Google::Protobuf::Duration (readonly)

Returns Output only. Time that the Trial has been running at the point of this Measurement.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/study.rb', line 711

class Measurement
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # A message representing a metric in the measurement.
  # @!attribute [r] metric_id
  #   @return [::String]
  #     Output only. The ID of the Metric. The Metric should be defined in
  #     [StudySpec's Metrics][google.cloud.aiplatform.v1.StudySpec.metrics].
  # @!attribute [r] value
  #   @return [::Float]
  #     Output only. The value for this metric.
  class Metric
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#metrics ⇒ ::Array<::Google::Cloud::AIPlatform::V1::Measurement::Metric> (readonly)

Returns Output only. A list of metrics got by evaluating the objective functions using suggested Parameter values.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/study.rb', line 711

class Measurement
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # A message representing a metric in the measurement.
  # @!attribute [r] metric_id
  #   @return [::String]
  #     Output only. The ID of the Metric. The Metric should be defined in
  #     [StudySpec's Metrics][google.cloud.aiplatform.v1.StudySpec.metrics].
  # @!attribute [r] value
  #   @return [::Float]
  #     Output only. The value for this metric.
  class Metric
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#step_count ⇒ ::Integer (readonly)

Returns Output only. The number of steps the machine learning model has been trained for. Must be non-negative.

Returns:

  • (::Integer) —

    Output only. The number of steps the machine learning model has been trained for. Must be non-negative.



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# File 'proto_docs/google/cloud/aiplatform/v1/study.rb', line 711

class Measurement
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # A message representing a metric in the measurement.
  # @!attribute [r] metric_id
  #   @return [::String]
  #     Output only. The ID of the Metric. The Metric should be defined in
  #     [StudySpec's Metrics][google.cloud.aiplatform.v1.StudySpec.metrics].
  # @!attribute [r] value
  #   @return [::Float]
  #     Output only. The value for this metric.
  class Metric
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end