Class AutoMlImageObjectDetectionInputs (3.24.0)

public final class AutoMlImageObjectDetectionInputs extends GeneratedMessageV3 implements AutoMlImageObjectDetectionInputsOrBuilder

Protobuf type google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlImageObjectDetectionInputs

Inheritance

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

Static Fields

BUDGET_MILLI_NODE_HOURS_FIELD_NUMBER

public static final int BUDGET_MILLI_NODE_HOURS_FIELD_NUMBER
Field Value
TypeDescription
int

DISABLE_EARLY_STOPPING_FIELD_NUMBER

public static final int DISABLE_EARLY_STOPPING_FIELD_NUMBER
Field Value
TypeDescription
int

MODEL_TYPE_FIELD_NUMBER

public static final int MODEL_TYPE_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static AutoMlImageObjectDetectionInputs getDefaultInstance()
Returns
TypeDescription
AutoMlImageObjectDetectionInputs

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

newBuilder()

public static AutoMlImageObjectDetectionInputs.Builder newBuilder()
Returns
TypeDescription
AutoMlImageObjectDetectionInputs.Builder

newBuilder(AutoMlImageObjectDetectionInputs prototype)

public static AutoMlImageObjectDetectionInputs.Builder newBuilder(AutoMlImageObjectDetectionInputs prototype)
Parameter
NameDescription
prototypeAutoMlImageObjectDetectionInputs
Returns
TypeDescription
AutoMlImageObjectDetectionInputs.Builder

parseDelimitedFrom(InputStream input)

public static AutoMlImageObjectDetectionInputs parseDelimitedFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
AutoMlImageObjectDetectionInputs
Exceptions
TypeDescription
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static AutoMlImageObjectDetectionInputs parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoMlImageObjectDetectionInputs
Exceptions
TypeDescription
IOException

parseFrom(byte[] data)

public static AutoMlImageObjectDetectionInputs parseFrom(byte[] data)
Parameter
NameDescription
databyte[]
Returns
TypeDescription
AutoMlImageObjectDetectionInputs
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static AutoMlImageObjectDetectionInputs parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
databyte[]
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoMlImageObjectDetectionInputs
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data)

public static AutoMlImageObjectDetectionInputs parseFrom(ByteString data)
Parameter
NameDescription
dataByteString
Returns
TypeDescription
AutoMlImageObjectDetectionInputs
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static AutoMlImageObjectDetectionInputs parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteString
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoMlImageObjectDetectionInputs
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static AutoMlImageObjectDetectionInputs parseFrom(CodedInputStream input)
Parameter
NameDescription
inputCodedInputStream
Returns
TypeDescription
AutoMlImageObjectDetectionInputs
Exceptions
TypeDescription
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static AutoMlImageObjectDetectionInputs parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoMlImageObjectDetectionInputs
Exceptions
TypeDescription
IOException

parseFrom(InputStream input)

public static AutoMlImageObjectDetectionInputs parseFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
AutoMlImageObjectDetectionInputs
Exceptions
TypeDescription
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static AutoMlImageObjectDetectionInputs parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoMlImageObjectDetectionInputs
Exceptions
TypeDescription
IOException

parseFrom(ByteBuffer data)

public static AutoMlImageObjectDetectionInputs parseFrom(ByteBuffer data)
Parameter
NameDescription
dataByteBuffer
Returns
TypeDescription
AutoMlImageObjectDetectionInputs
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static AutoMlImageObjectDetectionInputs parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteBuffer
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoMlImageObjectDetectionInputs
Exceptions
TypeDescription
InvalidProtocolBufferException

parser()

public static Parser<AutoMlImageObjectDetectionInputs> parser()
Returns
TypeDescription
Parser<AutoMlImageObjectDetectionInputs>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
boolean
Overrides

getBudgetMilliNodeHours()

public long getBudgetMilliNodeHours()

The training budget of creating this model, expressed in milli node hours i.e. 1,000 value in this field means 1 node hour. The actual metadata.costMilliNodeHours will be equal or less than this value. If further model training ceases to provide any improvements, it will stop without using the full budget and the metadata.successfulStopReason will be model-converged. Note, node_hour = actual_hour * number_of_nodes_involved. For modelType cloud(default), the budget must be between 20,000 and 900,000 milli node hours, inclusive. The default value is 216,000 which represents one day in wall time, considering 9 nodes are used. For model types mobile-tf-low-latency-1, mobile-tf-versatile-1, mobile-tf-high-accuracy-1 the training budget must be between 1,000 and 100,000 milli node hours, inclusive. The default value is 24,000 which represents one day in wall time on a single node that is used.

int64 budget_milli_node_hours = 2;

Returns
TypeDescription
long

The budgetMilliNodeHours.

getDefaultInstanceForType()

public AutoMlImageObjectDetectionInputs getDefaultInstanceForType()
Returns
TypeDescription
AutoMlImageObjectDetectionInputs

getDisableEarlyStopping()

public boolean getDisableEarlyStopping()

Use the entire training budget. This disables the early stopping feature. When false the early stopping feature is enabled, which means that AutoML Image Object Detection might stop training before the entire training budget has been used.

bool disable_early_stopping = 3;

Returns
TypeDescription
boolean

The disableEarlyStopping.

getModelType()

public AutoMlImageObjectDetectionInputs.ModelType getModelType()

.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlImageObjectDetectionInputs.ModelType model_type = 1;

Returns
TypeDescription
AutoMlImageObjectDetectionInputs.ModelType

The modelType.

getModelTypeValue()

public int getModelTypeValue()

.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlImageObjectDetectionInputs.ModelType model_type = 1;

Returns
TypeDescription
int

The enum numeric value on the wire for modelType.

getParserForType()

public Parser<AutoMlImageObjectDetectionInputs> getParserForType()
Returns
TypeDescription
Parser<AutoMlImageObjectDetectionInputs>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

hashCode()

public int hashCode()
Returns
TypeDescription
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

newBuilderForType()

public AutoMlImageObjectDetectionInputs.Builder newBuilderForType()
Returns
TypeDescription
AutoMlImageObjectDetectionInputs.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected AutoMlImageObjectDetectionInputs.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
NameDescription
parentBuilderParent
Returns
TypeDescription
AutoMlImageObjectDetectionInputs.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
NameDescription
unusedUnusedPrivateParameter
Returns
TypeDescription
Object
Overrides

toBuilder()

public AutoMlImageObjectDetectionInputs.Builder toBuilder()
Returns
TypeDescription
AutoMlImageObjectDetectionInputs.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
NameDescription
outputCodedOutputStream
Overrides
Exceptions
TypeDescription
IOException