GPUOptions.Experimental.VirtualDevices

public static final class GPUOptions.Experimental.VirtualDevices

 Configuration for breaking down a visible GPU into multiple "virtual"
 devices.
 
Protobuf type tensorflow.GPUOptions.Experimental.VirtualDevices

Nested Classes

class GPUOptions.Experimental.VirtualDevices.Builder
 Configuration for breaking down a visible GPU into multiple "virtual"
 devices. 

Constants

int MEMORY_LIMIT_MB_FIELD_NUMBER
int PRIORITY_FIELD_NUMBER

Public Methods

boolean
equals (Object obj)
static GPUOptions.Experimental.VirtualDevices
GPUOptions.Experimental.VirtualDevices
final static com.google.protobuf.Descriptors.Descriptor
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.
int
final com.google.protobuf.UnknownFieldSet
int
final boolean
static GPUOptions.Experimental.VirtualDevices.Builder
static GPUOptions.Experimental.VirtualDevices.Builder
GPUOptions.Experimental.VirtualDevices.Builder
static GPUOptions.Experimental.VirtualDevices
parseDelimitedFrom (InputStream input)
static GPUOptions.Experimental.VirtualDevices
parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GPUOptions.Experimental.VirtualDevices
parseFrom (ByteBuffer data)
static GPUOptions.Experimental.VirtualDevices
parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GPUOptions.Experimental.VirtualDevices
parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GPUOptions.Experimental.VirtualDevices
parseFrom (com.google.protobuf.CodedInputStream input)
static GPUOptions.Experimental.VirtualDevices
parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GPUOptions.Experimental.VirtualDevices
parseFrom (com.google.protobuf.ByteString data)
static GPUOptions.Experimental.VirtualDevices
parseFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static GPUOptions.Experimental.VirtualDevices
parseFrom (com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static
GPUOptions.Experimental.VirtualDevices.Builder
void
writeTo (com.google.protobuf.CodedOutputStream output)

Inherited Methods

Constants

public static final int MEMORY_LIMIT_MB_FIELD_NUMBER

Constant Value: 1

public static final int PRIORITY_FIELD_NUMBER

Constant Value: 2

Public Methods

public boolean equals (Object obj)

public static GPUOptions.Experimental.VirtualDevices getDefaultInstance ()

public GPUOptions.Experimental.VirtualDevices getDefaultInstanceForType ()

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

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 getParserForType ()

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 int getSerializedSize ()

public final com.google.protobuf.UnknownFieldSet getUnknownFields ()

public int hashCode ()

public final boolean isInitialized ()

public static GPUOptions.Experimental.VirtualDevices parseDelimitedFrom (InputStream input)

Throws
IOException

public static GPUOptions.Experimental.VirtualDevices parseDelimitedFrom (InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws
IOException

public static GPUOptions.Experimental.VirtualDevices parseFrom (ByteBuffer data)

Throws
InvalidProtocolBufferException

public static GPUOptions.Experimental.VirtualDevices parseFrom (com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws
IOException

public static GPUOptions.Experimental.VirtualDevices parseFrom (ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)

Throws
InvalidProtocolBufferException

public static GPUOptions.Experimental.VirtualDevices parseFrom (com.google.protobuf.CodedInputStream input)

Throws
IOException

public static GPUOptions.Experimental.VirtualDevices parseFrom (byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)