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public final class Measurement extends GeneratedMessageV3 implements MeasurementOrBuilderA 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.v1.Measurement
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > MeasurementImplements
MeasurementOrBuilderStatic 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 | |
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.v1.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.v1.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.v1.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.v1.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.v1.Measurement.Metric metrics = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
| Returns | |
|---|---|
| Type | Description |
List<? extends com.google.cloud.aiplatform.v1.Measurement.MetricOrBuilder> | |
getParserForType()
public Parser<Measurement> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<Measurement> | |
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int | |
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 | |
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 | |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable | |
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean | |
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 | |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused | UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object | |
toBuilder()
public Measurement.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
Measurement.Builder | |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output | CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException | |