org.bytedeco.tensorflow

Class SegmentMin

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.SegmentMin

All Implemented Interfaces:

AutoCloseable

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

Computes the minimum along segments of a tensor. Read [the section on segmentation](https://tensorflow.org/api_docs/python/tf/math#Segmentation) for an explanation of segments. Computes a tensor such that \(output_i = \min_j(data_j)\) where min is over j such that segment_ids[j] == i. If the min is empty for a given segment ID i, output[i] = 0.

For example:

  c = tf.constant([[1,2,3,4], [4, 3, 2, 1], [5,6,7,8]])
  tf.segment_min(c, tf.constant([0, 0, 1]))
  # ==> [[1, 2, 2, 1],
  #      [5, 6, 7, 8]]
  

Arguments: * scope: A Scope object * segment_ids: A 1-D tensor whose size is equal to the size of data's first dimension. Values should be sorted and can be repeated. Returns: * Output: Has same shape as data, except for dimension 0 which has size k, the number of segments.

Nested Class Summary

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
SegmentMin(Pointer p) Pointer cast constructor.
SegmentMin(Scope scope, Input data, Input segment_ids)

Method Summary

Modifier and Type	Method and Description
Input	asInput()
Output	asOutput()
Node	node()
Operation	operation()
SegmentMin	operation(Operation setter)
Output	output()
SegmentMin	output(Output 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

SegmentMin

public SegmentMin(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

SegmentMin

public SegmentMin(@Const @ByRef
                  Scope scope,
                  @ByVal
                  Input data,
                  @ByVal
                  Input segment_ids)

Method Detail

asOutput

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

asInput

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

node

public Node node()

operation

@ByRef
public Operation operation()

operation

public SegmentMin operation(Operation setter)

output

@ByRef
public Output output()

output

public SegmentMin output(Output setter)