com.google.cloud.aiplatform.v1beta1

Class Measurement

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.Measurement

All Implemented Interfaces:

MeasurementOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class Measurement
extends com.google.protobuf.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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	Measurement.Builder A message representing a Measurement of a Trial.
static class	Measurement.Metric A message representing a metric in the measurement.
static interface	Measurement.MetricOrBuilder

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	ELAPSED_DURATION_FIELD_NUMBER
static int	METRICS_FIELD_NUMBER
static int	STEP_COUNT_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
static Measurement	getDefaultInstance()
Measurement	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Duration	getElapsedDuration() Output only.
com.google.protobuf.DurationOrBuilder	getElapsedDurationOrBuilder() Output only.
Measurement.Metric	getMetrics(int index) Output only.
int	getMetricsCount() Output only.
List<Measurement.Metric>	getMetricsList() Output only.
Measurement.MetricOrBuilder	getMetricsOrBuilder(int index) Output only.
List<? extends Measurement.MetricOrBuilder>	getMetricsOrBuilderList() Output only.
com.google.protobuf.Parser<Measurement>	getParserForType()
int	getSerializedSize()
long	getStepCount() Output only.
com.google.protobuf.UnknownFieldSet	getUnknownFields()
boolean	hasElapsedDuration() Output only.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static Measurement.Builder	newBuilder()
static Measurement.Builder	newBuilder(Measurement prototype)
Measurement.Builder	newBuilderForType()
protected Measurement.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static Measurement	parseDelimitedFrom(InputStream input)
static Measurement	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static Measurement	parseFrom(byte[] data)
static Measurement	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static Measurement	parseFrom(ByteBuffer data)
static Measurement	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static Measurement	parseFrom(com.google.protobuf.ByteString data)
static Measurement	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static Measurement	parseFrom(com.google.protobuf.CodedInputStream input)
static Measurement	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static Measurement	parseFrom(InputStream input)
static Measurement	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<Measurement>	parser()
Measurement.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

ELAPSED_DURATION_FIELD_NUMBER

public static final int ELAPSED_DURATION_FIELD_NUMBER

See Also:

Constant Field Values

STEP_COUNT_FIELD_NUMBER

public static final int STEP_COUNT_FIELD_NUMBER

See Also:

Constant Field Values

METRICS_FIELD_NUMBER

public static final int METRICS_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getUnknownFields

public final com.google.protobuf.UnknownFieldSet getUnknownFields()

Specified by:

getUnknownFields in interface com.google.protobuf.MessageOrBuilder

Overrides:

getUnknownFields in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

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];

Specified by:

hasElapsedDuration in interface MeasurementOrBuilder

Returns:

Whether the elapsedDuration field is set.

getElapsedDuration

public com.google.protobuf.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];

Specified by:

getElapsedDuration in interface MeasurementOrBuilder

Returns:

The elapsedDuration.

getElapsedDurationOrBuilder

public com.google.protobuf.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];

Specified by:

getElapsedDurationOrBuilder in interface MeasurementOrBuilder

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];

Specified by:

getStepCount in interface MeasurementOrBuilder

Returns:

The stepCount.

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];

Specified by:

getMetricsList in interface MeasurementOrBuilder

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];

Specified by:

getMetricsOrBuilderList in interface MeasurementOrBuilder

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];

Specified by:

getMetricsCount in interface MeasurementOrBuilder

getMetrics

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];

Specified by:

getMetrics in interface MeasurementOrBuilder

getMetricsOrBuilder

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];

Specified by:

getMetricsOrBuilder in interface MeasurementOrBuilder

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static Measurement parseFrom(ByteBuffer data)
                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static Measurement parseFrom(ByteBuffer data,
                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static Measurement parseFrom(com.google.protobuf.ByteString data)
                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static Measurement parseFrom(com.google.protobuf.ByteString data,
                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static Measurement parseFrom(byte[] data)
                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static Measurement parseFrom(byte[] data,
                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static Measurement parseFrom(InputStream input)
                             throws IOException

Throws:

IOException

parseFrom

public static Measurement parseFrom(InputStream input,
                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws IOException

Throws:

IOException

parseDelimitedFrom

public static Measurement parseDelimitedFrom(InputStream input)
                                      throws IOException

Throws:

IOException

parseDelimitedFrom

public static Measurement parseDelimitedFrom(InputStream input,
                                             com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                      throws IOException

Throws:

IOException

parseFrom

public static Measurement parseFrom(com.google.protobuf.CodedInputStream input)
                             throws IOException

Throws:

IOException

parseFrom

public static Measurement parseFrom(com.google.protobuf.CodedInputStream input,
                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                             throws IOException

Throws:

IOException

newBuilderForType

public Measurement.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static Measurement.Builder newBuilder()

newBuilder

public static Measurement.Builder newBuilder(Measurement prototype)

toBuilder

public Measurement.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected Measurement.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static Measurement getDefaultInstance()

parser

public static com.google.protobuf.Parser<Measurement> parser()

getParserForType

public com.google.protobuf.Parser<Measurement> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public Measurement getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder