org.bytedeco.tensorflow

Class Reshape

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.Reshape

All Implemented Interfaces:

AutoCloseable

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

Reshapes a tensor. Given tensor, this operation returns a tensor that has the same values as tensor with shape shape. If one component of shape is the special value -1, the size of that dimension is computed so that the total size remains constant. In particular, a shape of [-1] flattens into 1-D. At most one component of shape can be -1. If shape is 1-D or higher, then the operation returns a tensor with shape shape filled with the values of tensor. In this case, the number of elements implied by shape must be the same as the number of elements in tensor. For example:

  # tensor 't' is [1, 2, 3, 4, 5, 6, 7, 8, 9]
  # tensor 't' has shape [9]
  reshape(t, [3, 3]) ==> [[1, 2, 3],
                          [4, 5, 6],
                          [7, 8, 9]]
 
  # tensor 't' is [[[1, 1], [2, 2]],
  #                [[3, 3], [4, 4]]]
  # tensor 't' has shape [2, 2, 2]
  reshape(t, [2, 4]) ==> [[1, 1, 2, 2],
                          [3, 3, 4, 4]]
 
  # tensor 't' is [[[1, 1, 1],
  #                 [2, 2, 2]],
  #                [[3, 3, 3],
  #                 [4, 4, 4]],
  #                [[5, 5, 5],
  #                 [6, 6, 6]]]
  # tensor 't' has shape [3, 2, 3]
  # pass '[-1]' to flatten 't'
  reshape(t, [-1]) ==> [1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4, 5, 5, 5, 6, 6, 6]
 
  # -1 can also be used to infer the shape
 
  # -1 is inferred to be 9:
  reshape(t, [2, -1]) ==> [[1, 1, 1, 2, 2, 2, 3, 3, 3],
                           [4, 4, 4, 5, 5, 5, 6, 6, 6]]
  # -1 is inferred to be 2:
  reshape(t, [-1, 9]) ==> [[1, 1, 1, 2, 2, 2, 3, 3, 3],
                           [4, 4, 4, 5, 5, 5, 6, 6, 6]]
  # -1 is inferred to be 3:
  reshape(t, [ 2, -1, 3]) ==> [[[1, 1, 1],
                                [2, 2, 2],
                                [3, 3, 3]],
                               [[4, 4, 4],
                                [5, 5, 5],
                                [6, 6, 6]]]
 
  # tensor 't' is [7]
  # shape `[]` reshapes to a scalar
  reshape(t, []) ==> 7
  

Arguments: * scope: A Scope object * shape: Defines the shape of the output tensor. Returns: * Output: The output tensor.

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
Reshape(Pointer p) Pointer cast constructor.
Reshape(Scope scope, Input tensor, Input shape)

Method Summary

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

Reshape

public Reshape(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

Reshape

public Reshape(@Const @ByRef
               Scope scope,
               @ByVal
               Input tensor,
               @ByVal
               Input shape)

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 Reshape operation(Operation setter)

output

@ByRef
public Output output()

output

public Reshape output(Output setter)