RestoreSlice

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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

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.