org.bytedeco.javacpp

Class tensorflow.SparseReduceSumSparse

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.SparseReduceSumSparse

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.SparseReduceSumSparse
extends Pointer

Computes the sum of elements across dimensions of a SparseTensor. This Op takes a SparseTensor and is the sparse counterpart to tf.reduce_sum(). In contrast to SparseReduceSum, this Op returns a SparseTensor. Reduces sp_input along the dimensions given in reduction_axes. Unless keep_dims is true, the rank of the tensor is reduced by 1 for each entry in reduction_axes. If keep_dims is true, the reduced dimensions are retained with length 1. If reduction_axes has no entries, all dimensions are reduced, and a tensor with a single element is returned. Additionally, the axes can be negative, which are interpreted according to the indexing rules in Python. Arguments: * scope: A Scope object * input_indices: 2-D. N x R matrix with the indices of non-empty values in a SparseTensor, possibly not in canonical ordering. * input_values: 1-D. N non-empty values corresponding to input_indices. * input_shape: 1-D. Shape of the input SparseTensor. * reduction_axes: 1-D. Length-K vector containing the reduction axes. Optional attributes (see Attrs): * keep_dims: If true, retain reduced dimensions with length 1. Returns: * Output output_indices * Output output_values * Output output_shape

Nested Class Summary

Nested Classes

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

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

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
SparseReduceSumSparse(Pointer p) Pointer cast constructor.
SparseReduceSumSparse(tensorflow.Scope scope, tensorflow.Input input_indices, tensorflow.Input input_values, tensorflow.Input input_shape, tensorflow.Input reduction_axes)
SparseReduceSumSparse(tensorflow.Scope scope, tensorflow.Input input_indices, tensorflow.Input input_values, tensorflow.Input input_shape, tensorflow.Input reduction_axes, tensorflow.SparseReduceSumSparse.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
static tensorflow.SparseReduceSumSparse.Attrs	KeepDims(boolean x)
tensorflow.Operation	operation()
tensorflow.SparseReduceSumSparse	operation(tensorflow.Operation operation)
tensorflow.Output	output_indices()
tensorflow.SparseReduceSumSparse	output_indices(tensorflow.Output output_indices)
tensorflow.Output	output_shape()
tensorflow.SparseReduceSumSparse	output_shape(tensorflow.Output output_shape)
tensorflow.Output	output_values()
tensorflow.SparseReduceSumSparse	output_values(tensorflow.Output output_values)

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, hashCode, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetof, parseBytes, physicalBytes, position, position, put, realloc, setNull, sizeof, toString, totalBytes, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

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

Constructor Detail

SparseReduceSumSparse

public SparseReduceSumSparse(Pointer p)

Pointer cast constructor. Invokes Pointer.Pointer(Pointer).

SparseReduceSumSparse

public SparseReduceSumSparse(@Const @ByRef
                             tensorflow.Scope scope,
                             @ByVal
                             tensorflow.Input input_indices,
                             @ByVal
                             tensorflow.Input input_values,
                             @ByVal
                             tensorflow.Input input_shape,
                             @ByVal
                             tensorflow.Input reduction_axes)

SparseReduceSumSparse

public SparseReduceSumSparse(@Const @ByRef
                             tensorflow.Scope scope,
                             @ByVal
                             tensorflow.Input input_indices,
                             @ByVal
                             tensorflow.Input input_values,
                             @ByVal
                             tensorflow.Input input_shape,
                             @ByVal
                             tensorflow.Input reduction_axes,
                             @Const @ByRef
                             tensorflow.SparseReduceSumSparse.Attrs attrs)

Method Detail

KeepDims

@ByVal
public static tensorflow.SparseReduceSumSparse.Attrs KeepDims(@Cast(value="bool")
                                                                      boolean x)

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.SparseReduceSumSparse operation(tensorflow.Operation operation)

output_indices

@ByRef
public tensorflow.Output output_indices()

output_indices

public tensorflow.SparseReduceSumSparse output_indices(tensorflow.Output output_indices)

output_values

@ByRef
public tensorflow.Output output_values()

output_values

public tensorflow.SparseReduceSumSparse output_values(tensorflow.Output output_values)

output_shape

@ByRef
public tensorflow.Output output_shape()

output_shape

public tensorflow.SparseReduceSumSparse output_shape(tensorflow.Output output_shape)