Class GPUOptions.Experimental.VirtualDevices.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

com.google.protobuf.GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

org.tensorflow.proto.GPUOptions.Experimental.VirtualDevices.Builder

All Implemented Interfaces:

Message.Builder, MessageLite.Builder, MessageLiteOrBuilder, MessageOrBuilder, Cloneable, GPUOptions.Experimental.VirtualDevicesOrBuilder

Enclosing class:

GPUOptions.Experimental.VirtualDevices

public static final class GPUOptions.Experimental.VirtualDevices.Builder
extends GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>
implements GPUOptions.Experimental.VirtualDevicesOrBuilder

Configuration for breaking down a visible GPU into multiple "virtual"
devices.

Protobuf type tensorflow.GPUOptions.Experimental.VirtualDevices

Method Summary

Modifier and Type	Method	Description
GPUOptions.Experimental.VirtualDevices.Builder	addAllDeviceOrdinal(Iterable<? extends Integer> values)	Virtual Device ordinal number determines the device ID of the device.
GPUOptions.Experimental.VirtualDevices.Builder	addAllMemoryLimitMb(Iterable<? extends Float> values)	Per "virtual" device memory limit, in MB.
GPUOptions.Experimental.VirtualDevices.Builder	addAllPriority(Iterable<? extends Integer> values)	Priority values to use with the virtual devices.
GPUOptions.Experimental.VirtualDevices.Builder	addDeviceOrdinal(int value)	Virtual Device ordinal number determines the device ID of the device.
GPUOptions.Experimental.VirtualDevices.Builder	addMemoryLimitMb(float value)	Per "virtual" device memory limit, in MB.
GPUOptions.Experimental.VirtualDevices.Builder	addPriority(int value)	Priority values to use with the virtual devices.
GPUOptions.Experimental.VirtualDevices.Builder	addRepeatedField(Descriptors.FieldDescriptor field, Object value)
GPUOptions.Experimental.VirtualDevices	build()
GPUOptions.Experimental.VirtualDevices	buildPartial()
GPUOptions.Experimental.VirtualDevices.Builder	clear()
GPUOptions.Experimental.VirtualDevices.Builder	clearDeviceOrdinal()	Virtual Device ordinal number determines the device ID of the device.
GPUOptions.Experimental.VirtualDevices.Builder	clearField(Descriptors.FieldDescriptor field)
GPUOptions.Experimental.VirtualDevices.Builder	clearMemoryLimitMb()	Per "virtual" device memory limit, in MB.
GPUOptions.Experimental.VirtualDevices.Builder	clearOneof(Descriptors.OneofDescriptor oneof)
GPUOptions.Experimental.VirtualDevices.Builder	clearPriority()	Priority values to use with the virtual devices.
GPUOptions.Experimental.VirtualDevices.Builder	clone()
GPUOptions.Experimental.VirtualDevices	getDefaultInstanceForType()
static final Descriptors.Descriptor	getDescriptor()
Descriptors.Descriptor	getDescriptorForType()
int	getDeviceOrdinal(int index)	Virtual Device ordinal number determines the device ID of the device.
int	getDeviceOrdinalCount()	Virtual Device ordinal number determines the device ID of the device.
List<Integer>	getDeviceOrdinalList()	Virtual Device ordinal number determines the device ID of the device.
float	getMemoryLimitMb(int index)	Per "virtual" device memory limit, in MB.
int	getMemoryLimitMbCount()	Per "virtual" device memory limit, in MB.
List<Float>	getMemoryLimitMbList()	Per "virtual" device memory limit, in MB.
int	getPriority(int index)	Priority values to use with the virtual devices.
int	getPriorityCount()	Priority values to use with the virtual devices.
List<Integer>	getPriorityList()	Priority values to use with the virtual devices.
protected GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
GPUOptions.Experimental.VirtualDevices.Builder	mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
GPUOptions.Experimental.VirtualDevices.Builder	mergeFrom(Message other)
GPUOptions.Experimental.VirtualDevices.Builder	mergeFrom(GPUOptions.Experimental.VirtualDevices other)
final GPUOptions.Experimental.VirtualDevices.Builder	mergeUnknownFields(UnknownFieldSet unknownFields)
GPUOptions.Experimental.VirtualDevices.Builder	setDeviceOrdinal(int index, int value)	Virtual Device ordinal number determines the device ID of the device.
GPUOptions.Experimental.VirtualDevices.Builder	setField(Descriptors.FieldDescriptor field, Object value)
GPUOptions.Experimental.VirtualDevices.Builder	setMemoryLimitMb(int index, float value)	Per "virtual" device memory limit, in MB.
GPUOptions.Experimental.VirtualDevices.Builder	setPriority(int index, int value)	Priority values to use with the virtual devices.
GPUOptions.Experimental.VirtualDevices.Builder	setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
final GPUOptions.Experimental.VirtualDevices.Builder	setUnknownFields(UnknownFieldSet unknownFields)

Methods inherited from class GeneratedMessageV3.Builder

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

Methods inherited from class AbstractMessage.Builder

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

Methods inherited from class AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class Object

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

Methods inherited from interface Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface MessageLite.Builder

mergeFrom

Methods inherited from interface MessageOrBuilder

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

Method Details

getDescriptor

public static final Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

clear

public GPUOptions.Experimental.VirtualDevices.Builder clear()

Specified by:

clear in interface Message.Builder

Specified by:

clear in interface MessageLite.Builder

Overrides:

clear in class GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

getDescriptorForType

public Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface Message.Builder

Specified by:

getDescriptorForType in interface MessageOrBuilder

Overrides:

getDescriptorForType in class GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

getDefaultInstanceForType

public GPUOptions.Experimental.VirtualDevices getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface MessageOrBuilder

build

public GPUOptions.Experimental.VirtualDevices build()

Specified by:

build in interface Message.Builder

Specified by:

build in interface MessageLite.Builder

buildPartial

public GPUOptions.Experimental.VirtualDevices buildPartial()

Specified by:

buildPartial in interface Message.Builder

Specified by:

buildPartial in interface MessageLite.Builder

clone

public GPUOptions.Experimental.VirtualDevices.Builder clone()

Specified by:

clone in interface Message.Builder

Specified by:

clone in interface MessageLite.Builder

Overrides:

clone in class GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

setField

public GPUOptions.Experimental.VirtualDevices.Builder setField(Descriptors.FieldDescriptor field,
 Object value)

Specified by:

setField in interface Message.Builder

Overrides:

setField in class GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

clearField

public GPUOptions.Experimental.VirtualDevices.Builder clearField(Descriptors.FieldDescriptor field)

Specified by:

clearField in interface Message.Builder

Overrides:

clearField in class GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

clearOneof

public GPUOptions.Experimental.VirtualDevices.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface Message.Builder

Overrides:

clearOneof in class GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

setRepeatedField

public GPUOptions.Experimental.VirtualDevices.Builder setRepeatedField(Descriptors.FieldDescriptor field,
 int index,
 Object value)

Specified by:

setRepeatedField in interface Message.Builder

Overrides:

setRepeatedField in class GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

addRepeatedField

public GPUOptions.Experimental.VirtualDevices.Builder addRepeatedField(Descriptors.FieldDescriptor field,
 Object value)

Specified by:

addRepeatedField in interface Message.Builder

Overrides:

addRepeatedField in class GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

mergeFrom

public GPUOptions.Experimental.VirtualDevices.Builder mergeFrom(Message other)

Specified by:

mergeFrom in interface Message.Builder

Overrides:

mergeFrom in class AbstractMessage.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

mergeFrom

public GPUOptions.Experimental.VirtualDevices.Builder mergeFrom(GPUOptions.Experimental.VirtualDevices other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface MessageLiteOrBuilder

Overrides:

isInitialized in class GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

mergeFrom

public GPUOptions.Experimental.VirtualDevices.Builder mergeFrom(CodedInputStream input,
 ExtensionRegistryLite extensionRegistry)
                                                         throws IOException

Specified by:

mergeFrom in interface Message.Builder

Specified by:

mergeFrom in interface MessageLite.Builder

Overrides:

mergeFrom in class AbstractMessage.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

Throws:

IOException

getMemoryLimitMbList

public List<Float> getMemoryLimitMbList()

Per "virtual" device memory limit, in MB. The number of elements in
the list is the number of virtual devices to create on the
corresponding visible GPU (see "virtual_devices" below).
If empty and `num_virtual_devices_per_gpu` is not set, it will create
single virtual device taking all available memory from the device.
For the concept of "visible" and "virtual" GPU, see the comments for
"visible_device_list" above for more information.

repeated float memory_limit_mb = 1;

Specified by:

getMemoryLimitMbList in interface GPUOptions.Experimental.VirtualDevicesOrBuilder

Returns:

A list containing the memoryLimitMb.

getMemoryLimitMbCount

public int getMemoryLimitMbCount()

Per "virtual" device memory limit, in MB. The number of elements in
the list is the number of virtual devices to create on the
corresponding visible GPU (see "virtual_devices" below).
If empty and `num_virtual_devices_per_gpu` is not set, it will create
single virtual device taking all available memory from the device.
For the concept of "visible" and "virtual" GPU, see the comments for
"visible_device_list" above for more information.

repeated float memory_limit_mb = 1;

Specified by:

getMemoryLimitMbCount in interface GPUOptions.Experimental.VirtualDevicesOrBuilder

Returns:

The count of memoryLimitMb.

getMemoryLimitMb

public float getMemoryLimitMb(int index)

Per "virtual" device memory limit, in MB. The number of elements in
the list is the number of virtual devices to create on the
corresponding visible GPU (see "virtual_devices" below).
If empty and `num_virtual_devices_per_gpu` is not set, it will create
single virtual device taking all available memory from the device.
For the concept of "visible" and "virtual" GPU, see the comments for
"visible_device_list" above for more information.

repeated float memory_limit_mb = 1;

Specified by:

getMemoryLimitMb in interface GPUOptions.Experimental.VirtualDevicesOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The memoryLimitMb at the given index.

setMemoryLimitMb

public GPUOptions.Experimental.VirtualDevices.Builder setMemoryLimitMb(int index,
 float value)

Per "virtual" device memory limit, in MB. The number of elements in
the list is the number of virtual devices to create on the
corresponding visible GPU (see "virtual_devices" below).
If empty and `num_virtual_devices_per_gpu` is not set, it will create
single virtual device taking all available memory from the device.
For the concept of "visible" and "virtual" GPU, see the comments for
"visible_device_list" above for more information.

repeated float memory_limit_mb = 1;

Parameters:

index - The index to set the value at.

value - The memoryLimitMb to set.

Returns:

This builder for chaining.

addMemoryLimitMb

public GPUOptions.Experimental.VirtualDevices.Builder addMemoryLimitMb(float value)

Per "virtual" device memory limit, in MB. The number of elements in
the list is the number of virtual devices to create on the
corresponding visible GPU (see "virtual_devices" below).
If empty and `num_virtual_devices_per_gpu` is not set, it will create
single virtual device taking all available memory from the device.
For the concept of "visible" and "virtual" GPU, see the comments for
"visible_device_list" above for more information.

repeated float memory_limit_mb = 1;

Parameters:

value - The memoryLimitMb to add.

Returns:

This builder for chaining.

addAllMemoryLimitMb

public GPUOptions.Experimental.VirtualDevices.Builder addAllMemoryLimitMb(Iterable<? extends Float> values)

Per "virtual" device memory limit, in MB. The number of elements in
the list is the number of virtual devices to create on the
corresponding visible GPU (see "virtual_devices" below).
If empty and `num_virtual_devices_per_gpu` is not set, it will create
single virtual device taking all available memory from the device.
For the concept of "visible" and "virtual" GPU, see the comments for
"visible_device_list" above for more information.

repeated float memory_limit_mb = 1;

Parameters:

values - The memoryLimitMb to add.

Returns:

This builder for chaining.

clearMemoryLimitMb

public GPUOptions.Experimental.VirtualDevices.Builder clearMemoryLimitMb()

Per "virtual" device memory limit, in MB. The number of elements in
the list is the number of virtual devices to create on the
corresponding visible GPU (see "virtual_devices" below).
If empty and `num_virtual_devices_per_gpu` is not set, it will create
single virtual device taking all available memory from the device.
For the concept of "visible" and "virtual" GPU, see the comments for
"visible_device_list" above for more information.

repeated float memory_limit_mb = 1;

Returns:

This builder for chaining.

getPriorityList

public List<Integer> getPriorityList()

Priority values to use with the virtual devices. Use the cuda function
cudaDeviceGetStreamPriorityRange to query for valid range of values for
priority.
On a P4000 GPU with cuda 10.1, the priority range reported was 0 for
least priority and -1 for greatest priority.
If this field is not specified, then the virtual devices will be
created with the default. If this field has values set, then the size
of this must match with the above memory_limit_mb.

repeated int32 priority = 2;

Specified by:

getPriorityList in interface GPUOptions.Experimental.VirtualDevicesOrBuilder

Returns:

A list containing the priority.

getPriorityCount

public int getPriorityCount()

Priority values to use with the virtual devices. Use the cuda function
cudaDeviceGetStreamPriorityRange to query for valid range of values for
priority.
On a P4000 GPU with cuda 10.1, the priority range reported was 0 for
least priority and -1 for greatest priority.
If this field is not specified, then the virtual devices will be
created with the default. If this field has values set, then the size
of this must match with the above memory_limit_mb.

repeated int32 priority = 2;

Specified by:

getPriorityCount in interface GPUOptions.Experimental.VirtualDevicesOrBuilder

Returns:

The count of priority.

getPriority

public int getPriority(int index)

Priority values to use with the virtual devices. Use the cuda function
cudaDeviceGetStreamPriorityRange to query for valid range of values for
priority.
On a P4000 GPU with cuda 10.1, the priority range reported was 0 for
least priority and -1 for greatest priority.
If this field is not specified, then the virtual devices will be
created with the default. If this field has values set, then the size
of this must match with the above memory_limit_mb.

repeated int32 priority = 2;

Specified by:

getPriority in interface GPUOptions.Experimental.VirtualDevicesOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The priority at the given index.

setPriority

public GPUOptions.Experimental.VirtualDevices.Builder setPriority(int index,
 int value)

Priority values to use with the virtual devices. Use the cuda function
cudaDeviceGetStreamPriorityRange to query for valid range of values for
priority.
On a P4000 GPU with cuda 10.1, the priority range reported was 0 for
least priority and -1 for greatest priority.
If this field is not specified, then the virtual devices will be
created with the default. If this field has values set, then the size
of this must match with the above memory_limit_mb.

repeated int32 priority = 2;

Parameters:

index - The index to set the value at.

value - The priority to set.

Returns:

This builder for chaining.

addPriority

public GPUOptions.Experimental.VirtualDevices.Builder addPriority(int value)

Priority values to use with the virtual devices. Use the cuda function
cudaDeviceGetStreamPriorityRange to query for valid range of values for
priority.
On a P4000 GPU with cuda 10.1, the priority range reported was 0 for
least priority and -1 for greatest priority.
If this field is not specified, then the virtual devices will be
created with the default. If this field has values set, then the size
of this must match with the above memory_limit_mb.

repeated int32 priority = 2;

Parameters:

value - The priority to add.

Returns:

This builder for chaining.

addAllPriority

public GPUOptions.Experimental.VirtualDevices.Builder addAllPriority(Iterable<? extends Integer> values)

Priority values to use with the virtual devices. Use the cuda function
cudaDeviceGetStreamPriorityRange to query for valid range of values for
priority.
On a P4000 GPU with cuda 10.1, the priority range reported was 0 for
least priority and -1 for greatest priority.
If this field is not specified, then the virtual devices will be
created with the default. If this field has values set, then the size
of this must match with the above memory_limit_mb.

repeated int32 priority = 2;

Parameters:

values - The priority to add.

Returns:

This builder for chaining.

clearPriority

public GPUOptions.Experimental.VirtualDevices.Builder clearPriority()

Priority values to use with the virtual devices. Use the cuda function
cudaDeviceGetStreamPriorityRange to query for valid range of values for
priority.
On a P4000 GPU with cuda 10.1, the priority range reported was 0 for
least priority and -1 for greatest priority.
If this field is not specified, then the virtual devices will be
created with the default. If this field has values set, then the size
of this must match with the above memory_limit_mb.

repeated int32 priority = 2;

Returns:

This builder for chaining.

getDeviceOrdinalList

public List<Integer> getDeviceOrdinalList()

Virtual Device ordinal number determines the device ID of the device.
A Virtual device with a lower ordinal number always receives the a
smaller device id. The phyiscal device id and location in the
virtual device list is used to break ties.

repeated int32 device_ordinal = 3;

Specified by:

getDeviceOrdinalList in interface GPUOptions.Experimental.VirtualDevicesOrBuilder

Returns:

A list containing the deviceOrdinal.

getDeviceOrdinalCount

public int getDeviceOrdinalCount()

Virtual Device ordinal number determines the device ID of the device.
A Virtual device with a lower ordinal number always receives the a
smaller device id. The phyiscal device id and location in the
virtual device list is used to break ties.

repeated int32 device_ordinal = 3;

Specified by:

getDeviceOrdinalCount in interface GPUOptions.Experimental.VirtualDevicesOrBuilder

Returns:

The count of deviceOrdinal.

getDeviceOrdinal

public int getDeviceOrdinal(int index)

Virtual Device ordinal number determines the device ID of the device.
A Virtual device with a lower ordinal number always receives the a
smaller device id. The phyiscal device id and location in the
virtual device list is used to break ties.

repeated int32 device_ordinal = 3;

Specified by:

getDeviceOrdinal in interface GPUOptions.Experimental.VirtualDevicesOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The deviceOrdinal at the given index.

setDeviceOrdinal

public GPUOptions.Experimental.VirtualDevices.Builder setDeviceOrdinal(int index,
 int value)

Virtual Device ordinal number determines the device ID of the device.
A Virtual device with a lower ordinal number always receives the a
smaller device id. The phyiscal device id and location in the
virtual device list is used to break ties.

repeated int32 device_ordinal = 3;

Parameters:

index - The index to set the value at.

value - The deviceOrdinal to set.

Returns:

This builder for chaining.

addDeviceOrdinal

public GPUOptions.Experimental.VirtualDevices.Builder addDeviceOrdinal(int value)

Virtual Device ordinal number determines the device ID of the device.
A Virtual device with a lower ordinal number always receives the a
smaller device id. The phyiscal device id and location in the
virtual device list is used to break ties.

repeated int32 device_ordinal = 3;

Parameters:

value - The deviceOrdinal to add.

Returns:

This builder for chaining.

addAllDeviceOrdinal

public GPUOptions.Experimental.VirtualDevices.Builder addAllDeviceOrdinal(Iterable<? extends Integer> values)

Virtual Device ordinal number determines the device ID of the device.
A Virtual device with a lower ordinal number always receives the a
smaller device id. The phyiscal device id and location in the
virtual device list is used to break ties.

repeated int32 device_ordinal = 3;

Parameters:

values - The deviceOrdinal to add.

Returns:

This builder for chaining.

clearDeviceOrdinal

public GPUOptions.Experimental.VirtualDevices.Builder clearDeviceOrdinal()

Virtual Device ordinal number determines the device ID of the device.
A Virtual device with a lower ordinal number always receives the a
smaller device id. The phyiscal device id and location in the
virtual device list is used to break ties.

repeated int32 device_ordinal = 3;

Returns:

This builder for chaining.

setUnknownFields

public final GPUOptions.Experimental.VirtualDevices.Builder setUnknownFields(UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface Message.Builder

Overrides:

setUnknownFields in class GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>

mergeUnknownFields

public final GPUOptions.Experimental.VirtualDevices.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface Message.Builder

Overrides:

mergeUnknownFields in class GeneratedMessageV3.Builder<GPUOptions.Experimental.VirtualDevices.Builder>