org.bytedeco.javacpp

Class tensorflow.Substr

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.Substr

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

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

Return substrings from Tensor of strings. For each string in the input Tensor, creates a substring starting at index pos with a total length of len. If len defines a substring that would extend beyond the length of the input string, then as many characters as possible are used. A negative pos indicates distance within the string backwards from the end. If pos specifies an index which is out of range for any of the input strings, then an InvalidArgumentError is thrown. pos and len must have the same shape, otherwise a ValueError is thrown on Op creation. *NOTE*: Substr supports broadcasting up to two dimensions. More about broadcasting [here](http://docs.scipy.org/doc/numpy/user/basics.broadcasting.html) --- Examples Using scalar pos and len:

 python
  input = [b'Hello', b'World']
  position = 1
  length = 3
 
  output = [b'ell', b'orl']
  

Using pos and len with same shape as input:

 python
  input = [[b'ten', b'eleven', b'twelve'],
           [b'thirteen', b'fourteen', b'fifteen'],
           [b'sixteen', b'seventeen', b'eighteen']]
  position = [[1, 2, 3],
              [1, 2, 3],
              [1, 2, 3]]
  length =   [[2, 3, 4],
              [4, 3, 2],
              [5, 5, 5]]
 
  output = [[b'en', b'eve', b'lve'],
            [b'hirt', b'urt', b'te'],
            [b'ixtee', b'vente', b'hteen']]
  

Broadcasting pos and len onto input:

  input = [[b'ten', b'eleven', b'twelve'],
           [b'thirteen', b'fourteen', b'fifteen'],
           [b'sixteen', b'seventeen', b'eighteen'],
           [b'nineteen', b'twenty', b'twentyone']]
  position = [1, 2, 3]
  length =   [1, 2, 3]
 
  output = [[b'e', b'ev', b'lve'],
            [b'h', b'ur', b'tee'],
            [b'i', b've', b'hte'],
            [b'i', b'en', b'nty']]
  

Broadcasting input onto pos and len:

  input = b'thirteen'
  position = [1, 5, 7]
  length =   [3, 2, 1]
 
  output = [b'hir', b'ee', b'n']
  

Arguments: * scope: A Scope object * input: Tensor of strings * pos: Scalar defining the position of first character in each substring * len: Scalar defining the number of characters to include in each substring Returns: * Output: Tensor of substrings

Nested Class Summary

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
Substr(Pointer p) Pointer cast constructor.
Substr(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input pos, tensorflow.Input len)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.Substr	operation(tensorflow.Operation operation)
tensorflow.Output	output()
tensorflow.Substr	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

Substr

public Substr(Pointer p)

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

Substr

public Substr(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input input,
              @ByVal
              tensorflow.Input pos,
              @ByVal
              tensorflow.Input len)

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()

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.Substr operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.Substr output(tensorflow.Output output)