com.google.cloud.aiplatform.v1.schema.trainingjob.definition

Class AutoMlImageObjectDetectionInputs.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>

com.google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlImageObjectDetectionInputs.Builder

All Implemented Interfaces:

AutoMlImageObjectDetectionInputsOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

AutoMlImageObjectDetectionInputs

public static final class AutoMlImageObjectDetectionInputs.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>
implements AutoMlImageObjectDetectionInputsOrBuilder

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

Method Summary

Modifier and Type	Method and Description
AutoMlImageObjectDetectionInputs.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
AutoMlImageObjectDetectionInputs	build()
AutoMlImageObjectDetectionInputs	buildPartial()
AutoMlImageObjectDetectionInputs.Builder	clear()
AutoMlImageObjectDetectionInputs.Builder	clearBudgetMilliNodeHours() The training budget of creating this model, expressed in milli node hours i.e. 1,000 value in this field means 1 node hour.
AutoMlImageObjectDetectionInputs.Builder	clearDisableEarlyStopping() Use the entire training budget.
AutoMlImageObjectDetectionInputs.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
AutoMlImageObjectDetectionInputs.Builder	clearModelType() .google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlImageObjectDetectionInputs.ModelType model_type = 1;
AutoMlImageObjectDetectionInputs.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
AutoMlImageObjectDetectionInputs.Builder	clone()
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.
AutoMlImageObjectDetectionInputs	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
boolean	getDisableEarlyStopping() Use the entire training budget.
AutoMlImageObjectDetectionInputs.ModelType	getModelType() .google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlImageObjectDetectionInputs.ModelType model_type = 1;
int	getModelTypeValue() .google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlImageObjectDetectionInputs.ModelType model_type = 1;
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
AutoMlImageObjectDetectionInputs.Builder	mergeFrom(AutoMlImageObjectDetectionInputs other)
AutoMlImageObjectDetectionInputs.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
AutoMlImageObjectDetectionInputs.Builder	mergeFrom(com.google.protobuf.Message other)
AutoMlImageObjectDetectionInputs.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
AutoMlImageObjectDetectionInputs.Builder	setBudgetMilliNodeHours(long value) The training budget of creating this model, expressed in milli node hours i.e. 1,000 value in this field means 1 node hour.
AutoMlImageObjectDetectionInputs.Builder	setDisableEarlyStopping(boolean value) Use the entire training budget.
AutoMlImageObjectDetectionInputs.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
AutoMlImageObjectDetectionInputs.Builder	setModelType(AutoMlImageObjectDetectionInputs.ModelType value) .google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlImageObjectDetectionInputs.ModelType model_type = 1;
AutoMlImageObjectDetectionInputs.Builder	setModelTypeValue(int value) .google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlImageObjectDetectionInputs.ModelType model_type = 1;
AutoMlImageObjectDetectionInputs.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
AutoMlImageObjectDetectionInputs.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Method Detail

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.Builder<AutoMlImageObjectDetectionInputs.Builder>

clear

public AutoMlImageObjectDetectionInputs.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>

getDefaultInstanceForType

public AutoMlImageObjectDetectionInputs getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public AutoMlImageObjectDetectionInputs build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public AutoMlImageObjectDetectionInputs buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

clone

public AutoMlImageObjectDetectionInputs.Builder clone()

Specified by:

clone in interface com.google.protobuf.Message.Builder

Specified by:

clone in interface com.google.protobuf.MessageLite.Builder

Overrides:

clone in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>

setField

public AutoMlImageObjectDetectionInputs.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                         Object value)

Specified by:

setField in interface com.google.protobuf.Message.Builder

Overrides:

setField in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>

clearField

public AutoMlImageObjectDetectionInputs.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)

Specified by:

clearField in interface com.google.protobuf.Message.Builder

Overrides:

clearField in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>

clearOneof

public AutoMlImageObjectDetectionInputs.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface com.google.protobuf.Message.Builder

Overrides:

clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>

setRepeatedField

public AutoMlImageObjectDetectionInputs.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                                 int index,
                                                                 Object value)

Specified by:

setRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>

addRepeatedField

public AutoMlImageObjectDetectionInputs.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                                 Object value)

Specified by:

addRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>

mergeFrom

public AutoMlImageObjectDetectionInputs.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<AutoMlImageObjectDetectionInputs.Builder>

mergeFrom

public AutoMlImageObjectDetectionInputs.Builder mergeFrom(AutoMlImageObjectDetectionInputs other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>

mergeFrom

public AutoMlImageObjectDetectionInputs.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
                                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                   throws IOException

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<AutoMlImageObjectDetectionInputs.Builder>

Throws:

IOException

getModelTypeValue

public int getModelTypeValue()

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

Specified by:

getModelTypeValue in interface AutoMlImageObjectDetectionInputsOrBuilder

Returns:

The enum numeric value on the wire for modelType.

setModelTypeValue

public AutoMlImageObjectDetectionInputs.Builder setModelTypeValue(int value)

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

Parameters:

value - The enum numeric value on the wire for modelType to set.

Returns:

This builder for chaining.

getModelType

public AutoMlImageObjectDetectionInputs.ModelType getModelType()

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

Specified by:

getModelType in interface AutoMlImageObjectDetectionInputsOrBuilder

Returns:

The modelType.

setModelType

public AutoMlImageObjectDetectionInputs.Builder setModelType(AutoMlImageObjectDetectionInputs.ModelType value)

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

Parameters:

value - The modelType to set.

Returns:

This builder for chaining.

clearModelType

public AutoMlImageObjectDetectionInputs.Builder clearModelType()

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

Returns:

This builder for chaining.

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;

Specified by:

getBudgetMilliNodeHours in interface AutoMlImageObjectDetectionInputsOrBuilder

Returns:

The budgetMilliNodeHours.

setBudgetMilliNodeHours

public AutoMlImageObjectDetectionInputs.Builder setBudgetMilliNodeHours(long value)

 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;

Parameters:

value - The budgetMilliNodeHours to set.

Returns:

This builder for chaining.

clearBudgetMilliNodeHours

public AutoMlImageObjectDetectionInputs.Builder clearBudgetMilliNodeHours()

 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:

This builder for chaining.

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;

Specified by:

getDisableEarlyStopping in interface AutoMlImageObjectDetectionInputsOrBuilder

Returns:

The disableEarlyStopping.

setDisableEarlyStopping

public AutoMlImageObjectDetectionInputs.Builder setDisableEarlyStopping(boolean value)

 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;

Parameters:

value - The disableEarlyStopping to set.

Returns:

This builder for chaining.

clearDisableEarlyStopping

public AutoMlImageObjectDetectionInputs.Builder clearDisableEarlyStopping()

 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:

This builder for chaining.

setUnknownFields

public final AutoMlImageObjectDetectionInputs.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>

mergeUnknownFields

public final AutoMlImageObjectDetectionInputs.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<AutoMlImageObjectDetectionInputs.Builder>