SaveSlices

Saves input tensors slices to disk.

This is like `Save` except that tensors can be listed in the saved file as being a slice of a larger tensor. `shapes_and_slices` specifies the shape of the larger tensor and the slice that this tensor covers. `shapes_and_slices` must have as many elements as `tensor_names`.

Elements of the `shapes_and_slices` input must either be:

• The empty string, in which case the corresponding tensor is saved normally.
• A string of the form `dim0 dim1 ... dimN-1 slice-spec` where the `dimI` are the dimensions of the larger tensor and `slice-spec` specifies what part is covered by the tensor to save.

`slice-spec` itself is a `:`-separated list: `slice0:slice1:...:sliceN-1` where each `sliceI` is either:

• The string `-` meaning that the slice covers all indices of this dimension
• `start,length` where `start` and `length` are integers. In that case the slice covers `length` indices starting at `start`.

See also `Save`.

Constants

String

OP_NAME

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

Public Methods

static SaveSlices

create(Scope scope, Operand<TString> filename, Operand<TString> tensorNames, Operand<TString> shapesAndSlices, Iterable<Operand<?>> data) Factory method to create a class wrapping a new SaveSlices operation.

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.