Class GPUOptions.Experimental.StreamMergeOptions.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

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

com.google.protobuf.GeneratedMessage.Builder<GPUOptions.Experimental.StreamMergeOptions.Builder>

org.tensorflow.proto.GPUOptions.Experimental.StreamMergeOptions.Builder

All Implemented Interfaces:

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

Enclosing class:

GPUOptions.Experimental.StreamMergeOptions

public static final class GPUOptions.Experimental.StreamMergeOptions.Builder
extends GeneratedMessage.Builder<GPUOptions.Experimental.StreamMergeOptions.Builder>
implements GPUOptions.Experimental.StreamMergeOptionsOrBuilder

Whether to merge data transfer streams into the compute stream in the
same stream group. Stream merging helps reduce the overhead caused by
stream synchronization, especially when data transfers are frequent. For
example, setting "merge_host_to_device_stream = true" will make the
compute stream responsible for both computation and host to device memory
copy.

Protobuf type tensorflow.GPUOptions.Experimental.StreamMergeOptions

Method Summary

Modifier and Type	Method	Description
GPUOptions.Experimental.StreamMergeOptions	build()
GPUOptions.Experimental.StreamMergeOptions	buildPartial()
GPUOptions.Experimental.StreamMergeOptions.Builder	clear()
GPUOptions.Experimental.StreamMergeOptions.Builder	clearMergeDeviceToDeviceStream()	If true, the compute stream will be used for device_to_device copy as well.
GPUOptions.Experimental.StreamMergeOptions.Builder	clearMergeDeviceToHostStream()	If true, the compute stream will be used for device_to_host copy as well.
GPUOptions.Experimental.StreamMergeOptions.Builder	clearMergeHostToDeviceStream()	If true, the compute stream will be used for host_to_device copy as well.
GPUOptions.Experimental.StreamMergeOptions	getDefaultInstanceForType()
static final Descriptors.Descriptor	getDescriptor()
Descriptors.Descriptor	getDescriptorForType()
boolean	getMergeDeviceToDeviceStream()	If true, the compute stream will be used for device_to_device copy as well.
boolean	getMergeDeviceToHostStream()	If true, the compute stream will be used for device_to_host copy as well.
boolean	getMergeHostToDeviceStream()	If true, the compute stream will be used for host_to_device copy as well.
protected GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
GPUOptions.Experimental.StreamMergeOptions.Builder	mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
GPUOptions.Experimental.StreamMergeOptions.Builder	mergeFrom(Message other)
GPUOptions.Experimental.StreamMergeOptions.Builder	mergeFrom(GPUOptions.Experimental.StreamMergeOptions other)
GPUOptions.Experimental.StreamMergeOptions.Builder	setMergeDeviceToDeviceStream(boolean value)	If true, the compute stream will be used for device_to_device copy as well.
GPUOptions.Experimental.StreamMergeOptions.Builder	setMergeDeviceToHostStream(boolean value)	If true, the compute stream will be used for device_to_host copy as well.
GPUOptions.Experimental.StreamMergeOptions.Builder	setMergeHostToDeviceStream(boolean value)	If true, the compute stream will be used for host_to_device copy as well.

Methods inherited from class GeneratedMessage.Builder

addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, 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

Method Details

getDescriptor

public static final Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class GeneratedMessage.Builder<GPUOptions.Experimental.StreamMergeOptions.Builder>

clear

public GPUOptions.Experimental.StreamMergeOptions.Builder clear()

Specified by:

clear in interface Message.Builder

Specified by:

clear in interface MessageLite.Builder

Overrides:

clear in class GeneratedMessage.Builder<GPUOptions.Experimental.StreamMergeOptions.Builder>

getDescriptorForType

public Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface Message.Builder

Specified by:

getDescriptorForType in interface MessageOrBuilder

Overrides:

getDescriptorForType in class GeneratedMessage.Builder<GPUOptions.Experimental.StreamMergeOptions.Builder>

getDefaultInstanceForType

public GPUOptions.Experimental.StreamMergeOptions getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface MessageOrBuilder

build

public GPUOptions.Experimental.StreamMergeOptions build()

Specified by:

build in interface Message.Builder

Specified by:

build in interface MessageLite.Builder

buildPartial

public GPUOptions.Experimental.StreamMergeOptions buildPartial()

Specified by:

buildPartial in interface Message.Builder

Specified by:

buildPartial in interface MessageLite.Builder

mergeFrom

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

Specified by:

mergeFrom in interface Message.Builder

Overrides:

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

mergeFrom

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

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface MessageLiteOrBuilder

Overrides:

isInitialized in class GeneratedMessage.Builder<GPUOptions.Experimental.StreamMergeOptions.Builder>

mergeFrom

public GPUOptions.Experimental.StreamMergeOptions.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.StreamMergeOptions.Builder>

Throws:

IOException

getMergeHostToDeviceStream

public boolean getMergeHostToDeviceStream()

If true, the compute stream will be used for host_to_device copy as
well. It's no longer necessary to record an event before the copy to
let the copy stream wait for the compute stream to finish. There is
also no need to wait for the copy to complete before executing the
callback function.

bool merge_host_to_device_stream = 1;

Specified by:

getMergeHostToDeviceStream in interface GPUOptions.Experimental.StreamMergeOptionsOrBuilder

Returns:

The mergeHostToDeviceStream.

setMergeHostToDeviceStream

public GPUOptions.Experimental.StreamMergeOptions.Builder setMergeHostToDeviceStream(boolean value)

If true, the compute stream will be used for host_to_device copy as
well. It's no longer necessary to record an event before the copy to
let the copy stream wait for the compute stream to finish. There is
also no need to wait for the copy to complete before executing the
callback function.

bool merge_host_to_device_stream = 1;

Parameters:

value - The mergeHostToDeviceStream to set.

Returns:

This builder for chaining.

clearMergeHostToDeviceStream

public GPUOptions.Experimental.StreamMergeOptions.Builder clearMergeHostToDeviceStream()

If true, the compute stream will be used for host_to_device copy as
well. It's no longer necessary to record an event before the copy to
let the copy stream wait for the compute stream to finish. There is
also no need to wait for the copy to complete before executing the
callback function.

bool merge_host_to_device_stream = 1;

Returns:

This builder for chaining.

getMergeDeviceToHostStream

public boolean getMergeDeviceToHostStream()

If true, the compute stream will be used for device_to_host copy as
well. It's no longer necessary to record an event before the copy to
let the copy stream wait for the compute stream to finish.

bool merge_device_to_host_stream = 2;

Specified by:

getMergeDeviceToHostStream in interface GPUOptions.Experimental.StreamMergeOptionsOrBuilder

Returns:

The mergeDeviceToHostStream.

setMergeDeviceToHostStream

public GPUOptions.Experimental.StreamMergeOptions.Builder setMergeDeviceToHostStream(boolean value)

If true, the compute stream will be used for device_to_host copy as
well. It's no longer necessary to record an event before the copy to
let the copy stream wait for the compute stream to finish.

bool merge_device_to_host_stream = 2;

Parameters:

value - The mergeDeviceToHostStream to set.

Returns:

This builder for chaining.

clearMergeDeviceToHostStream

public GPUOptions.Experimental.StreamMergeOptions.Builder clearMergeDeviceToHostStream()

If true, the compute stream will be used for device_to_host copy as
well. It's no longer necessary to record an event before the copy to
let the copy stream wait for the compute stream to finish.

bool merge_device_to_host_stream = 2;

Returns:

This builder for chaining.

getMergeDeviceToDeviceStream

public boolean getMergeDeviceToDeviceStream()

If true, the compute stream will be used for device_to_device copy as
well. It's no longer necessary to record an event before the copy to
let the copy stream wait for the compute stream of the sending device
to finish. There is also no need to wait for the compute stream of the
receiving device to finish if the copy is within the same device.

bool merge_device_to_device_stream = 3;

Specified by:

getMergeDeviceToDeviceStream in interface GPUOptions.Experimental.StreamMergeOptionsOrBuilder

Returns:

The mergeDeviceToDeviceStream.

setMergeDeviceToDeviceStream

public GPUOptions.Experimental.StreamMergeOptions.Builder setMergeDeviceToDeviceStream(boolean value)

If true, the compute stream will be used for device_to_device copy as
well. It's no longer necessary to record an event before the copy to
let the copy stream wait for the compute stream of the sending device
to finish. There is also no need to wait for the compute stream of the
receiving device to finish if the copy is within the same device.

bool merge_device_to_device_stream = 3;

Parameters:

value - The mergeDeviceToDeviceStream to set.

Returns:

This builder for chaining.

clearMergeDeviceToDeviceStream

public GPUOptions.Experimental.StreamMergeOptions.Builder clearMergeDeviceToDeviceStream()

If true, the compute stream will be used for device_to_device copy as
well. It's no longer necessary to record an event before the copy to
let the copy stream wait for the compute stream of the sending device
to finish. There is also no need to wait for the compute stream of the
receiving device to finish if the copy is within the same device.

bool merge_device_to_device_stream = 3;

Returns:

This builder for chaining.