Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::Measurement (v0.56.0)

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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::Measurement.

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

Inherits

• Object

Extended By

• Google::Protobuf::MessageExts::ClassMethods

Includes

• Google::Protobuf::MessageExts

Methods

#elapsed_duration

def elapsed_duration() -> ::Google::Protobuf::Duration

Returns

• (::Google::Protobuf::Duration) — Output only. Time that the Trial has been running at the point of this Measurement.

#metrics

def metrics() -> ::Array<::Google::Cloud::AIPlatform::V1::Measurement::Metric>

Returns

• (::Array<::Google::Cloud::AIPlatform::V1::Measurement::Metric>) — Output only. A list of metrics got by evaluating the objective functions using suggested Parameter values.

#step_count

def step_count() -> ::Integer

Returns

• (::Integer) — Output only. The number of steps the machine learning model has been trained for. Must be non-negative.