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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 > 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.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> |
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 |