Class Measurement (2.7.4)

Version 2.7.4

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public final class Measurement extends GeneratedMessageV3 implements MeasurementOrBuilder

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

Protobuf type google.cloud.aiplatform.v1beta1.Measurement

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > Measurement

Implements

MeasurementOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

ELAPSED_DURATION_FIELD_NUMBER

public static final int ELAPSED_DURATION_FIELD_NUMBER

Field Value

Type	Description
int

METRICS_FIELD_NUMBER

public static final int METRICS_FIELD_NUMBER

Field Value

Type	Description
int

STEP_COUNT_FIELD_NUMBER

public static final int STEP_COUNT_FIELD_NUMBER

Field Value

Type	Description
int

Static Methods

getDefaultInstance()

public static Measurement getDefaultInstance()

Returns

Type	Description
Measurement

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns

Type	Description
Descriptor

newBuilder()

public static Measurement.Builder newBuilder()

Returns

Type	Description
Measurement.Builder

newBuilder(Measurement prototype)

public static Measurement.Builder newBuilder(Measurement prototype)

Parameter

Name	Description
prototype	Measurement

Returns

Type	Description
Measurement.Builder

parseDelimitedFrom(InputStream input)

public static Measurement parseDelimitedFrom(InputStream input)

Parameter

Name	Description
input	InputStream

Returns

Type	Description
Measurement

Exceptions

Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static Measurement parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
Measurement

Exceptions

Type	Description
IOException

parseFrom(byte[] data)

public static Measurement parseFrom(byte[] data)

Parameter

Name	Description
data	byte[]

Returns

Type	Description
Measurement

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static Measurement parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
Measurement

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static Measurement parseFrom(ByteString data)

Parameter

Name	Description
data	ByteString

Returns

Type	Description
Measurement

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static Measurement parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
Measurement

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static Measurement parseFrom(CodedInputStream input)

Parameter

Name	Description
input	CodedInputStream

Returns

Type	Description
Measurement

Exceptions

Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static Measurement parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
Measurement

Exceptions

Type	Description
IOException

parseFrom(InputStream input)

public static Measurement parseFrom(InputStream input)

Parameter

Name	Description
input	InputStream

Returns

Type	Description
Measurement

Exceptions

Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static Measurement parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
Measurement

Exceptions

Type	Description
IOException

parseFrom(ByteBuffer data)

public static Measurement parseFrom(ByteBuffer data)

Parameter

Name	Description
data	ByteBuffer

Returns

Type	Description
Measurement

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static Measurement parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
Measurement

Exceptions

Type	Description
InvalidProtocolBufferException

parser()

public static Parser<Measurement> parser()

Returns

Type	Description
Parser<Measurement>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter

Name	Description
obj	Object

Returns

Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getDefaultInstanceForType()

public Measurement getDefaultInstanceForType()

Returns

Type	Description
Measurement

getElapsedDuration()

public Duration getElapsedDuration()

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

.google.protobuf.Duration elapsed_duration = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
Duration	The elapsedDuration.

getElapsedDurationOrBuilder()

public DurationOrBuilder getElapsedDurationOrBuilder()

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

.google.protobuf.Duration elapsed_duration = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
DurationOrBuilder

getMetrics(int index)

public Measurement.Metric getMetrics(int index)

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

repeated .google.cloud.aiplatform.v1beta1.Measurement.Metric metrics = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
index	int

Returns

Type	Description
Measurement.Metric

getMetricsCount()

public int getMetricsCount()

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

repeated .google.cloud.aiplatform.v1beta1.Measurement.Metric metrics = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
int

getMetricsList()

public List<Measurement.Metric> getMetricsList()

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

repeated .google.cloud.aiplatform.v1beta1.Measurement.Metric metrics = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
List<Metric>

getMetricsOrBuilder(int index)

public Measurement.MetricOrBuilder getMetricsOrBuilder(int index)

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

repeated .google.cloud.aiplatform.v1beta1.Measurement.Metric metrics = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Parameter

Name	Description
index	int

Returns

Type	Description
Measurement.MetricOrBuilder

getMetricsOrBuilderList()

public List<? extends Measurement.MetricOrBuilder> getMetricsOrBuilderList()

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

repeated .google.cloud.aiplatform.v1beta1.Measurement.Metric metrics = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
List<? extends com.google.cloud.aiplatform.v1beta1.Measurement.MetricOrBuilder>

getParserForType()

public Parser<Measurement> getParserForType()

Returns

Type	Description
Parser<Measurement>

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns

Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getStepCount()

public long getStepCount()

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

int64 step_count = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
long	The stepCount.

getUnknownFields()

public final UnknownFieldSet getUnknownFields()

Returns

Type	Description
UnknownFieldSet

Overrides

GeneratedMessageV3.getUnknownFields()

hasElapsedDuration()

public boolean hasElapsedDuration()

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

.google.protobuf.Duration elapsed_duration = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
boolean	Whether the elapsedDuration field is set.

hashCode()

public int hashCode()

Returns

Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns

Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns

Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public Measurement.Builder newBuilderForType()

Returns

Type	Description
Measurement.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected Measurement.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter

Name	Description
parent	BuilderParent

Returns

Type	Description
Measurement.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter

Name	Description
unused	UnusedPrivateParameter

Returns

Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public Measurement.Builder toBuilder()

Returns

Type	Description
Measurement.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter

Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions

Type	Description
IOException