Measurement

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

Fields
elapsedDuration string ( Duration format)

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

A duration in seconds with up to nine fractional digits, ending with ' s '. Example: "3.5s" .

stepCount string ( int64 format)

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

metrics[] object ( Metric )

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

JSON representation
 { 
 "elapsedDuration" 
 : 
 string 
 , 
 "stepCount" 
 : 
 string 
 , 
 "metrics" 
 : 
 [ 
 { 
 object (  Metric 
 
) 
 } 
 ] 
 } 

Metric

A message representing a metric in the measurement.

Fields
metricId string

Output only. The id of the Metric. The Metric should be defined in StudySpec's Metrics .

value number

Output only. The value for this metric.

JSON representation
 { 
 "metricId" 
 : 
 string 
 , 
 "value" 
 : 
 number 
 } 
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