org.bytedeco.tensorflow

Class ParseSingleSequenceExample

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.ParseSingleSequenceExample

All Implemented Interfaces:

AutoCloseable

@Namespace(value="tensorflow::ops")
 @NoOffset
 @Properties(inherit=tensorflow.class)
public class ParseSingleSequenceExample
extends Pointer

Transforms a scalar brain.SequenceExample proto (as strings) into typed tensors. Arguments: * scope: A Scope object * serialized: A scalar containing a binary serialized SequenceExample proto. * feature_list_dense_missing_assumed_empty: A vector listing the FeatureList keys which may be missing from the SequenceExample. If the associated FeatureList is missing, it is treated as empty. By default, any FeatureList not listed in this vector must exist in the SequenceExample. * context_sparse_keys: A list of Ncontext_sparse string Tensors (scalars). The keys expected in the Examples' features associated with context_sparse values. * context_dense_keys: A list of Ncontext_dense string Tensors (scalars). The keys expected in the SequenceExamples' context features associated with dense values. * feature_list_sparse_keys: A list of Nfeature_list_sparse string Tensors (scalars). The keys expected in the FeatureLists associated with sparse values. * feature_list_dense_keys: A list of Nfeature_list_dense string Tensors (scalars). The keys expected in the SequenceExamples' feature_lists associated with lists of dense values. * context_dense_defaults: A list of Ncontext_dense Tensors (some may be empty). context_dense_defaults[j] provides default values when the SequenceExample's context map lacks context_dense_key[j]. If an empty Tensor is provided for context_dense_defaults[j], then the Feature context_dense_keys[j] is required. The input type is inferred from context_dense_defaults[j], even when it's empty. If context_dense_defaults[j] is not empty, its shape must match context_dense_shapes[j]. * debug_name: A scalar containing the name of the serialized proto. May contain, for example, table key (descriptive) name for the corresponding serialized proto. This is purely useful for debugging purposes, and the presence of values here has no effect on the output. May also be an empty scalar if no name is available. Optional attributes (see Attrs): * context_sparse_types: A list of Ncontext_sparse types; the data types of data in each context Feature given in context_sparse_keys. Currently the ParseSingleSequenceExample supports DT_FLOAT (FloatList), DT_INT64 (Int64List), and DT_STRING (BytesList). * context_dense_shapes: A list of Ncontext_dense shapes; the shapes of data in each context Feature given in context_dense_keys. The number of elements in the Feature corresponding to context_dense_key[j] must always equal context_dense_shapes[j].NumEntries(). The shape of context_dense_values[j] will match context_dense_shapes[j]. * feature_list_sparse_types: A list of Nfeature_list_sparse types; the data types of data in each FeatureList given in feature_list_sparse_keys. Currently the ParseSingleSequenceExample supports DT_FLOAT (FloatList), DT_INT64 (Int64List), and DT_STRING (BytesList). * feature_list_dense_shapes: A list of Nfeature_list_dense shapes; the shapes of data in each FeatureList given in feature_list_dense_keys. The shape of each Feature in the FeatureList corresponding to feature_list_dense_key[j] must always equal feature_list_dense_shapes[j].NumEntries(). Returns: * OutputList context_sparse_indices * OutputList context_sparse_values * OutputList context_sparse_shapes * OutputList context_dense_values * OutputList feature_list_sparse_indices * OutputList feature_list_sparse_values * OutputList feature_list_sparse_shapes * OutputList feature_list_dense_values

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ParseSingleSequenceExample.Attrs Optional attribute setters for ParseSingleSequenceExample

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
ParseSingleSequenceExample(Pointer p) Pointer cast constructor.
ParseSingleSequenceExample(Scope scope, Input serialized, Input feature_list_dense_missing_assumed_empty, InputList context_sparse_keys, InputList context_dense_keys, InputList feature_list_sparse_keys, InputList feature_list_dense_keys, InputList context_dense_defaults, Input debug_name)
ParseSingleSequenceExample(Scope scope, Input serialized, Input feature_list_dense_missing_assumed_empty, InputList context_sparse_keys, InputList context_dense_keys, InputList feature_list_sparse_keys, InputList feature_list_dense_keys, InputList context_dense_defaults, Input debug_name, ParseSingleSequenceExample.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
OutputVector	context_dense_values()
ParseSingleSequenceExample	context_dense_values(OutputVector setter)
OutputVector	context_sparse_indices()
ParseSingleSequenceExample	context_sparse_indices(OutputVector setter)
OutputVector	context_sparse_shapes()
ParseSingleSequenceExample	context_sparse_shapes(OutputVector setter)
OutputVector	context_sparse_values()
ParseSingleSequenceExample	context_sparse_values(OutputVector setter)
static ParseSingleSequenceExample.Attrs	ContextDenseShapes(PartialTensorShape x)
static ParseSingleSequenceExample.Attrs	ContextSparseTypes(DataTypeVector x)
OutputVector	feature_list_dense_values()
ParseSingleSequenceExample	feature_list_dense_values(OutputVector setter)
OutputVector	feature_list_sparse_indices()
ParseSingleSequenceExample	feature_list_sparse_indices(OutputVector setter)
OutputVector	feature_list_sparse_shapes()
ParseSingleSequenceExample	feature_list_sparse_shapes(OutputVector setter)
OutputVector	feature_list_sparse_values()
ParseSingleSequenceExample	feature_list_sparse_values(OutputVector setter)
static ParseSingleSequenceExample.Attrs	FeatureListDenseShapes(PartialTensorShape x)
static ParseSingleSequenceExample.Attrs	FeatureListDenseTypes(DataTypeVector x)
static ParseSingleSequenceExample.Attrs	FeatureListSparseTypes(DataTypeVector x)
Operation	operation()
ParseSingleSequenceExample	operation(Operation setter)

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, getDirectBufferAddress, getPointer, getPointer, getPointer, getPointer, hashCode, interruptDeallocatorThread, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetAddress, offsetof, offsetof, parseBytes, physicalBytes, physicalBytesInaccurate, position, position, put, realloc, referenceCount, releaseReference, retainReference, setNull, sizeof, sizeof, toString, totalBytes, totalCount, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

ParseSingleSequenceExample

public ParseSingleSequenceExample(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

ParseSingleSequenceExample

public ParseSingleSequenceExample(@Const @ByRef
                                  Scope scope,
                                  @ByVal
                                  Input serialized,
                                  @ByVal
                                  Input feature_list_dense_missing_assumed_empty,
                                  @ByVal
                                  InputList context_sparse_keys,
                                  @ByVal
                                  InputList context_dense_keys,
                                  @ByVal
                                  InputList feature_list_sparse_keys,
                                  @ByVal
                                  InputList feature_list_dense_keys,
                                  @ByVal
                                  InputList context_dense_defaults,
                                  @ByVal
                                  Input debug_name)

ParseSingleSequenceExample

public ParseSingleSequenceExample(@Const @ByRef
                                  Scope scope,
                                  @ByVal
                                  Input serialized,
                                  @ByVal
                                  Input feature_list_dense_missing_assumed_empty,
                                  @ByVal
                                  InputList context_sparse_keys,
                                  @ByVal
                                  InputList context_dense_keys,
                                  @ByVal
                                  InputList feature_list_sparse_keys,
                                  @ByVal
                                  InputList feature_list_dense_keys,
                                  @ByVal
                                  InputList context_dense_defaults,
                                  @ByVal
                                  Input debug_name,
                                  @Const @ByRef
                                  ParseSingleSequenceExample.Attrs attrs)

Method Detail

ContextSparseTypes

@ByVal
public static ParseSingleSequenceExample.Attrs ContextSparseTypes(@Cast(value="const tensorflow::DataTypeSlice*") @ByRef
                                                                          DataTypeVector x)

FeatureListDenseTypes

@ByVal
public static ParseSingleSequenceExample.Attrs FeatureListDenseTypes(@Cast(value="const tensorflow::DataTypeSlice*") @ByRef
                                                                             DataTypeVector x)

ContextDenseShapes

@ByVal
public static ParseSingleSequenceExample.Attrs ContextDenseShapes(@tensorflow.ArraySlice
                                                                          PartialTensorShape x)

FeatureListSparseTypes

@ByVal
public static ParseSingleSequenceExample.Attrs FeatureListSparseTypes(@Cast(value="const tensorflow::DataTypeSlice*") @ByRef
                                                                              DataTypeVector x)

FeatureListDenseShapes

@ByVal
public static ParseSingleSequenceExample.Attrs FeatureListDenseShapes(@tensorflow.ArraySlice
                                                                              PartialTensorShape x)

operation

@ByRef
public Operation operation()

operation

public ParseSingleSequenceExample operation(Operation setter)

context_sparse_indices

@ByRef
 @Cast(value="tensorflow::OutputList*")
public OutputVector context_sparse_indices()

context_sparse_indices

public ParseSingleSequenceExample context_sparse_indices(OutputVector setter)

context_sparse_values

@ByRef
 @Cast(value="tensorflow::OutputList*")
public OutputVector context_sparse_values()

context_sparse_values

public ParseSingleSequenceExample context_sparse_values(OutputVector setter)

context_sparse_shapes

@ByRef
 @Cast(value="tensorflow::OutputList*")
public OutputVector context_sparse_shapes()

context_sparse_shapes

public ParseSingleSequenceExample context_sparse_shapes(OutputVector setter)

context_dense_values

@ByRef
 @Cast(value="tensorflow::OutputList*")
public OutputVector context_dense_values()

context_dense_values

public ParseSingleSequenceExample context_dense_values(OutputVector setter)

feature_list_sparse_indices

@ByRef
 @Cast(value="tensorflow::OutputList*")
public OutputVector feature_list_sparse_indices()

feature_list_sparse_indices

public ParseSingleSequenceExample feature_list_sparse_indices(OutputVector setter)

feature_list_sparse_values

@ByRef
 @Cast(value="tensorflow::OutputList*")
public OutputVector feature_list_sparse_values()

feature_list_sparse_values

public ParseSingleSequenceExample feature_list_sparse_values(OutputVector setter)

feature_list_sparse_shapes

@ByRef
 @Cast(value="tensorflow::OutputList*")
public OutputVector feature_list_sparse_shapes()

feature_list_sparse_shapes

public ParseSingleSequenceExample feature_list_sparse_shapes(OutputVector setter)

feature_list_dense_values

@ByRef
 @Cast(value="tensorflow::OutputList*")
public OutputVector feature_list_dense_values()

feature_list_dense_values

public ParseSingleSequenceExample feature_list_dense_values(OutputVector setter)