GPUOptions.Experimental.VirtualDevices.Builder

public static final class GPUOptions.Experimental.VirtualDevices.Builder

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

Protobuf type tensorflow.GPUOptions.Experimental.VirtualDevices

Public Methods

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	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(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
GPUOptions.Experimental.VirtualDevices	build()
GPUOptions.Experimental.VirtualDevices	buildPartial()
GPUOptions.Experimental.VirtualDevices.Builder	clear()
GPUOptions.Experimental.VirtualDevices.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
GPUOptions.Experimental.VirtualDevices.Builder	clearMemoryLimitMb() Per "virtual" device memory limit, in MB.
GPUOptions.Experimental.VirtualDevices.Builder	clearOneof(com.google.protobuf.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()
final static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
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.
final boolean	isInitialized()
GPUOptions.Experimental.VirtualDevices.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
GPUOptions.Experimental.VirtualDevices.Builder	mergeFrom(com.google.protobuf.Message other)
final GPUOptions.Experimental.VirtualDevices.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
GPUOptions.Experimental.VirtualDevices.Builder	setField(com.google.protobuf.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(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
final GPUOptions.Experimental.VirtualDevices.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Inherited Methods

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.proto.framework.GPUOptions.Experimental.VirtualDevicesOrBuilder

abstract float	getMemoryLimitMb(int index) Per "virtual" device memory limit, in MB.
abstract int	getMemoryLimitMbCount() Per "virtual" device memory limit, in MB.
abstract List<Float>	getMemoryLimitMbList() Per "virtual" device memory limit, in MB.
abstract int	getPriority(int index) Priority values to use with the virtual devices.
abstract int	getPriorityCount() Priority values to use with the virtual devices.
abstract List<Integer>	getPriorityList() Priority values to use with the virtual devices.

Public Methods

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, 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;

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;

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, 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;

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;

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

public GPUOptions.Experimental.VirtualDevices build ()

public GPUOptions.Experimental.VirtualDevices buildPartial ()

public GPUOptions.Experimental.VirtualDevices.Builder clear ()

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

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, 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;

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

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;

public GPUOptions.Experimental.VirtualDevices.Builder clone ()

public GPUOptions.Experimental.VirtualDevices getDefaultInstanceForType ()

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor ()

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

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, 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;

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, 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;

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, 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;

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;

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;

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;

public final boolean isInitialized ()

public GPUOptions.Experimental.VirtualDevices.Builder mergeFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws

IOException

public GPUOptions.Experimental.VirtualDevices.Builder mergeFrom (com.google.protobuf.Message other)

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

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

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, 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;

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;

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

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