RestoreSlice

public final class RestoreSlice

Restores a tensor from checkpoint files.

This is like `Restore` except that restored tensor can be listed as filling only a slice of a larger tensor. `shape_and_slice` specifies the shape of the larger tensor and the slice that the restored tensor covers.

The `shape_and_slice` input has the same format as the elements of the `shapes_and_slices` input of the `SaveSlices` op.

Nested Classes

class RestoreSlice.Options Optional attributes for RestoreSlice

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

Output<T>	asOutput() Returns the symbolic handle of the tensor.
static <T extends TType> RestoreSlice<T>	create(Scope scope, Operand<TString> filePattern, Operand<TString> tensorName, Operand<TString> shapeAndSlice, Class<T> dt, Options... options) Factory method to create a class wrapping a new RestoreSlice operation.
static RestoreSlice.Options	preferredShard(Long preferredShard)
Output<T>	tensor() The restored tensor.

Inherited Methods

From class org.tensorflow.op.RawOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Return this unit of computation as a single `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.op.Op

abstract ExecutionEnvironment	env() Return the execution environment this op was created in.
abstract Operation	op() Return this unit of computation as a single `Operation`.

From interface org.tensorflow.Operand

abstract Output<T>	asOutput() Returns the symbolic handle of the tensor.
abstract T	asTensor() Returns the tensor at this operand.
abstract Shape	shape() Returns the (possibly partially known) shape of the tensor referred to by the `Output` of this operand.
abstract Class<T>	type() Returns the tensor type of this operand

From interface org.tensorflow.ndarray.Shaped

abstract int	rank()
abstract Shape	shape()
abstract long	size() Computes and returns the total size of this container, in number of values.

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "RestoreSlice"

Public Methods

public Output<T> asOutput ()

Returns the symbolic handle of the 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 RestoreSlice<T> create (Scope scope, Operand<TString> filePattern, Operand<TString> tensorName, Operand<TString> shapeAndSlice, Class<T> dt, Options... options)

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

Parameters

scope	current scope
filePattern	Must have a single element. The pattern of the files from which we read the tensor.
tensorName	Must have a single element. The name of the tensor to be restored.
shapeAndSlice	Scalar. The shapes and slice specifications to use when restoring a tensors.
dt	The type of the tensor to be restored.
options	carries optional attributes values

Returns

a new instance of RestoreSlice

public static RestoreSlice.Options preferredShard (Long preferredShard)

Parameters

preferredShard	Index of file to open first if multiple files match `file_pattern`. See the documentation for `Restore`.

public Output<T> tensor ()

The restored tensor.