org.bytedeco.javacpp

Class tensorflow.SparseReduceSum

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.SparseReduceSum

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.SparseReduceSum
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 particular, this Op also returns a dense Tensor instead of a sparse one. 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: R-K-D. The reduced Tensor.

Nested Class Summary

Nested Classes

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

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
SparseReduceSum(Pointer p) Pointer cast constructor.
SparseReduceSum(tensorflow.Scope scope, tensorflow.Input input_indices, tensorflow.Input input_values, tensorflow.Input input_shape, tensorflow.Input reduction_axes)
SparseReduceSum(tensorflow.Scope scope, tensorflow.Input input_indices, tensorflow.Input input_values, tensorflow.Input input_shape, tensorflow.Input reduction_axes, tensorflow.SparseReduceSum.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
static tensorflow.SparseReduceSum.Attrs	KeepDims(boolean x)
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.SparseReduceSum	operation(tensorflow.Operation operation)
tensorflow.Output	output()
tensorflow.SparseReduceSum	output(tensorflow.Output output)

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

SparseReduceSum

public SparseReduceSum(Pointer p)

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

SparseReduceSum

public SparseReduceSum(@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)

SparseReduceSum

public SparseReduceSum(@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.SparseReduceSum.Attrs attrs)

Method Detail

asOutput

@ByVal
 @Name(value="operator tensorflow::Output")
public tensorflow.Output asOutput()

asInput

@ByVal
 @Name(value="operator tensorflow::Input")
public tensorflow.Input asInput()

node

public tensorflow.Node node()

KeepDims

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

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.SparseReduceSum operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.SparseReduceSum output(tensorflow.Output output)