Squeeze

public final class Squeeze

Removes dimensions of size 1 from the shape of a tensor.

Given a tensor `input`, this operation returns a tensor of the same type with all dimensions of size 1 removed. If you don't want to remove all size 1 dimensions, you can remove specific size 1 dimensions by specifying `axis`.

For example:

# 't' is a tensor of shape [1, 2, 1, 3, 1, 1]
 shape(squeeze(t)) ==> [2, 3]
 

Or, to remove specific size 1 dimensions:

# 't' is a tensor of shape [1, 2, 1, 3, 1, 1]
 shape(squeeze(t, [2, 4])) ==> [1, 2, 3, 1]
 

Nested Classes

class

Squeeze.Options

Optional attributes for Squeeze

Public Methods

Output<T>	asOutput() Returns the symbolic handle of a tensor.
static Squeeze.Options	axis(List<Long> axis)
static <T> Squeeze<T>	create(Scope scope, Operand<T> input, Options... options) Factory method to create a class wrapping a new Squeeze operation.
Output<T>	output() Contains the same data as `input`, but has one or more dimensions of size 1 removed.

Inherited Methods

From class org.tensorflow.op.PrimitiveOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Returns the underlying Operation
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.Operand

abstract Output<T>

asOutput() Returns the symbolic handle of a tensor.

Public Methods

public Output<T> asOutput ()

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

public static Squeeze.Options axis (List<Long> axis)

Parameters

axis	If specified, only squeezes the dimensions listed. The dimension index starts at 0. It is an error to squeeze a dimension that is not 1. Must be in the range `[-rank(input), rank(input))`.

public static Squeeze<T> create (Scope scope, Operand<T> input, Options... options)

Factory method to create a class wrapping a new Squeeze operation.

Parameters

scope	current scope
input	The `input` to squeeze.
options	carries optional attributes values

Returns

• a new instance of Squeeze

public Output<T> output ()

Contains the same data as `input`, but has one or more dimensions of size 1 removed.