Class: Google::Cloud::AIPlatform::V1::SupervisedTuningDatasetDistribution

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

Overview

Dataset distribution for Supervised Tuning.

Defined Under Namespace

Classes: DatasetBucket

Instance Attribute Summary collapse

Instance Attribute Details

#billable_sum ⇒ ::Integer (readonly)

Returns Output only. Sum of a given population of values that are billable.

Returns:

  • (::Integer) —

    Output only. Sum of a given population of values that are billable.



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# File 'proto_docs/google/cloud/aiplatform/v1/tuning_job.rb', line 192

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

  # Dataset bucket used to create a histogram for the distribution given a
  # population of values.
  # @!attribute [r] count
  #   @return [::Float]
  #     Output only. Number of values in the bucket.
  # @!attribute [r] left
  #   @return [::Float]
  #     Output only. Left bound of the bucket.
  # @!attribute [r] right
  #   @return [::Float]
  #     Output only. Right bound of the bucket.
  class DatasetBucket
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#buckets ⇒ ::Array<::Google::Cloud::AIPlatform::V1::SupervisedTuningDatasetDistribution::DatasetBucket> (readonly)

Returns Output only. Defines the histogram bucket.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/tuning_job.rb', line 192

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

  # Dataset bucket used to create a histogram for the distribution given a
  # population of values.
  # @!attribute [r] count
  #   @return [::Float]
  #     Output only. Number of values in the bucket.
  # @!attribute [r] left
  #   @return [::Float]
  #     Output only. Left bound of the bucket.
  # @!attribute [r] right
  #   @return [::Float]
  #     Output only. Right bound of the bucket.
  class DatasetBucket
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#max ⇒ ::Float (readonly)

Returns Output only. The maximum of the population values.

Returns:

  • (::Float) —

    Output only. The maximum of the population values.



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# File 'proto_docs/google/cloud/aiplatform/v1/tuning_job.rb', line 192

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

  # Dataset bucket used to create a histogram for the distribution given a
  # population of values.
  # @!attribute [r] count
  #   @return [::Float]
  #     Output only. Number of values in the bucket.
  # @!attribute [r] left
  #   @return [::Float]
  #     Output only. Left bound of the bucket.
  # @!attribute [r] right
  #   @return [::Float]
  #     Output only. Right bound of the bucket.
  class DatasetBucket
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#mean ⇒ ::Float (readonly)

Returns Output only. The arithmetic mean of the values in the population.

Returns:

  • (::Float) —

    Output only. The arithmetic mean of the values in the population.



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# File 'proto_docs/google/cloud/aiplatform/v1/tuning_job.rb', line 192

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

  # Dataset bucket used to create a histogram for the distribution given a
  # population of values.
  # @!attribute [r] count
  #   @return [::Float]
  #     Output only. Number of values in the bucket.
  # @!attribute [r] left
  #   @return [::Float]
  #     Output only. Left bound of the bucket.
  # @!attribute [r] right
  #   @return [::Float]
  #     Output only. Right bound of the bucket.
  class DatasetBucket
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#median ⇒ ::Float (readonly)

Returns Output only. The median of the values in the population.

Returns:

  • (::Float) —

    Output only. The median of the values in the population.



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# File 'proto_docs/google/cloud/aiplatform/v1/tuning_job.rb', line 192

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

  # Dataset bucket used to create a histogram for the distribution given a
  # population of values.
  # @!attribute [r] count
  #   @return [::Float]
  #     Output only. Number of values in the bucket.
  # @!attribute [r] left
  #   @return [::Float]
  #     Output only. Left bound of the bucket.
  # @!attribute [r] right
  #   @return [::Float]
  #     Output only. Right bound of the bucket.
  class DatasetBucket
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#min ⇒ ::Float (readonly)

Returns Output only. The minimum of the population values.

Returns:

  • (::Float) —

    Output only. The minimum of the population values.



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# File 'proto_docs/google/cloud/aiplatform/v1/tuning_job.rb', line 192

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

  # Dataset bucket used to create a histogram for the distribution given a
  # population of values.
  # @!attribute [r] count
  #   @return [::Float]
  #     Output only. Number of values in the bucket.
  # @!attribute [r] left
  #   @return [::Float]
  #     Output only. Left bound of the bucket.
  # @!attribute [r] right
  #   @return [::Float]
  #     Output only. Right bound of the bucket.
  class DatasetBucket
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#p5 ⇒ ::Float (readonly)

Returns Output only. The 5th percentile of the values in the population.

Returns:

  • (::Float) —

    Output only. The 5th percentile of the values in the population.



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# File 'proto_docs/google/cloud/aiplatform/v1/tuning_job.rb', line 192

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

  # Dataset bucket used to create a histogram for the distribution given a
  # population of values.
  # @!attribute [r] count
  #   @return [::Float]
  #     Output only. Number of values in the bucket.
  # @!attribute [r] left
  #   @return [::Float]
  #     Output only. Left bound of the bucket.
  # @!attribute [r] right
  #   @return [::Float]
  #     Output only. Right bound of the bucket.
  class DatasetBucket
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#p95 ⇒ ::Float (readonly)

Returns Output only. The 95th percentile of the values in the population.

Returns:

  • (::Float) —

    Output only. The 95th percentile of the values in the population.



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# File 'proto_docs/google/cloud/aiplatform/v1/tuning_job.rb', line 192

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

  # Dataset bucket used to create a histogram for the distribution given a
  # population of values.
  # @!attribute [r] count
  #   @return [::Float]
  #     Output only. Number of values in the bucket.
  # @!attribute [r] left
  #   @return [::Float]
  #     Output only. Left bound of the bucket.
  # @!attribute [r] right
  #   @return [::Float]
  #     Output only. Right bound of the bucket.
  class DatasetBucket
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#sum ⇒ ::Integer (readonly)

Returns Output only. Sum of a given population of values.

Returns:

  • (::Integer) —

    Output only. Sum of a given population of values.



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# File 'proto_docs/google/cloud/aiplatform/v1/tuning_job.rb', line 192

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

  # Dataset bucket used to create a histogram for the distribution given a
  # population of values.
  # @!attribute [r] count
  #   @return [::Float]
  #     Output only. Number of values in the bucket.
  # @!attribute [r] left
  #   @return [::Float]
  #     Output only. Left bound of the bucket.
  # @!attribute [r] right
  #   @return [::Float]
  #     Output only. Right bound of the bucket.
  class DatasetBucket
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end