Constant

public final class Constant

An operator producing a constant value.

All endpoints of this operator are named `constant`, except those accepting vararg elements in parameter, which are named `array`. For example:

Ops tf = Ops.create();
 tf.constant(1.0f);  // mapped to Constant.scalarOf(scope, float);
 tf.constant(new float[] {1.0f, 2.0f);  // mapped to Constant.vectorOf(scope, float[])
 tf.constant(new float[][] { {1.0f, 2.0f}, {3.0f, 4.0f} });  //mapped to Constant.tensorOf(scope, float[][])
 tf.array(1.0f, 2.0f, 3.0f);  // mapped to Constant.arrayOf(scope, float...)
 }

Public Methods

static Constant<TString>	arrayOf(Scope scope, Charset charset, String... data) Creates a constant of `String` elements, using the given charset.
static Constant<TInt32>	arrayOf(Scope scope, int... data) Creates a constant of `int` elements.
static Constant<TInt64>	arrayOf(Scope scope, long... data) Creates a constant of `long` elements.
static Constant<TString>	arrayOf(Scope scope, String... data) Creates a constant of `String` elements, using the default UTF-8 charset.
static Constant<TUint8>	arrayOf(Scope scope, byte... data) Creates a constant of `byte` elements.
static Constant<TFloat32>	arrayOf(Scope scope, float... data) Creates a constant of `float` elements.
static Constant<TBool>	arrayOf(Scope scope, boolean... data) Creates a constant of `boolean` elements.
static Constant<TFloat64>	arrayOf(Scope scope, double... data) Creates a constant of `double` elements.
Output<T>	asOutput() Returns the symbolic handle of the tensor.
static <T extends TType> Constant<T>	create(Scope scope, T tensor) Create a constant by making an immutable copy of `tensor`.
static Constant<TFloat32>	scalarOf(Scope scope, float data) Creates a constant containing a single `float` element.
static Constant<TUint8>	scalarOf(Scope scope, byte data) Creates a constant containing a single `byte` element.
static Constant<TString>	scalarOf(Scope scope, Charset charset, String data) Creates a `String` constant using a specified encoding.
static Constant<TFloat64>	scalarOf(Scope scope, double data) Creates a constant containing a single `double` element.
static Constant<TInt32>	scalarOf(Scope scope, int data) Creates a constant containing a single `int` element.
static Constant<TBool>	scalarOf(Scope scope, boolean data) Creates a constant containing a single `boolean` element.
static Constant<TString>	scalarOf(Scope scope, String data) Creates a `String` constant using the default, UTF-8 encoding.
static Constant<TInt64>	scalarOf(Scope scope, long data) Creates a constant containing a single `long` element.
static Constant<TBool>	tensorOf(Scope scope, boolean[][][][][][] data) Creates a rank-6 constant of `boolean` elements.
static Constant<TFloat64>	tensorOf(Scope scope, double[][][] data) Creates a rank-3 constant of `double` elements.
static Constant<TString>	tensorOf(Scope scope, String[][][][][][] data) Creates a rank-6 constant of `String` elements, using default UTF-8 encoding.
static Constant<TUint8>	tensorOf(Scope scope, byte[][][][] data) Creates a rank-4 constant of `byte` elements.
static Constant<TInt32>	tensorOf(Scope scope, int[][] data) Creates a rank-2 constant of `int` elements.
static Constant<TInt32>	tensorOf(Scope scope, Shape shape, IntDataBuffer data) Create a `TInt32` constant with data from the given buffer.
static Constant<TInt64>	tensorOf(Scope scope, long[][] data) Creates a rank-2 constant of `long` elements.
static Constant<TInt64>	tensorOf(Scope scope, Shape shape, LongDataBuffer data) Create a `TInt64` constant with data from the given buffer.
static Constant<TFloat32>	tensorOf(Scope scope, float[][][][] data) Creates a rank-4 constant of `float` elements.
static Constant<TBool>	tensorOf(Scope scope, boolean[][][] data) Creates a rank-3 constant of `boolean` elements.
static Constant<TString>	tensorOf(Scope scope, String[][][] data) Creates a rank-3 constant of `String` elements, using default UTF-8 encoding.
static Constant<TInt64>	tensorOf(Scope scope, long[][][][][][] data) Creates a rank-6 constant of `long` elements.
static Constant<TInt64>	tensorOf(Scope scope, long[][][][] data) Creates a rank-4 constant of `long` elements.
static Constant<TInt32>	tensorOf(Scope scope, int[][][] data) Creates a rank-3 constant of `int` elements.
static Constant<TString>	tensorOf(Scope scope, Shape shape, DataBuffer<String> data) Create a `TString` constant with data from the given buffer, using the default UTF-8 encoding.
static Constant<TBool>	tensorOf(Scope scope, boolean[][] data) Creates a rank-2 constant of `boolean` elements.
static Constant<TInt32>	tensorOf(Scope scope, int[][][][][] data) Creates a rank-5 constant of `int` elements.
static Constant<TFloat64>	tensorOf(Scope scope, DoubleNdArray data) Creates a constant of `double` elements that is a copy of a given n-dimensional array.
static Constant<TString>	tensorOf(Scope scope, Charset charset, NdArray<String> data) Creates a constant of `String` elements that is a copy of a given n-dimensional array, using the given encoding.
static <T extends TType> Constant<T>	tensorOf(Scope scope, Class<T> type, Shape shape, ByteDataBuffer data) Create a constant with data from the given buffer.
static Constant<TString>	tensorOf(Scope scope, Charset charset, Shape shape, DataBuffer<String> data) Create a `TString` constant with data from the given buffer, using the given encoding.
static Constant<TFloat64>	tensorOf(Scope scope, double[][][][][][] data) Creates a rank-6 constant of `double` elements.
static Constant<TFloat32>	tensorOf(Scope scope, FloatNdArray data) Creates a constant of `float` elements that is a copy of a given n-dimensional array.
static Constant<TBool>	tensorOf(Scope scope, boolean[][][][][] data) Creates a rank-5 constant of `boolean` elements.
static <T extends TNumber> Constant<T>	tensorOf(Scope scope, Class<T> type, Number number) Creates a scalar of `type`, with the value of `number`.
static Constant<TUint8>	tensorOf(Scope scope, ByteNdArray data) Creates a constant of `byte` elements that is a copy of a given n-dimensional array.
static Constant<TBool>	tensorOf(Scope scope, Shape shape, BooleanDataBuffer data) Create a `TBool` constant with data from the given buffer.
static Constant<TFloat32>	tensorOf(Scope scope, float[][] data) Creates a rank-2 constant of `float` elements.
static Constant<TUint8>	tensorOf(Scope scope, byte[][] data) Creates a rank-2 constant of `byte` elements.
static Constant<TFloat32>	tensorOf(Scope scope, Shape shape, FloatDataBuffer data) Create a `TFloat32` constant with data from the given buffer.
static Constant<TBool>	tensorOf(Scope scope, BooleanNdArray data) Creates a constant of `boolean` elements that is a copy of a given n-dimensional array.
static Constant<TInt64>	tensorOf(Scope scope, Shape shape) Creates a rank-1 constant of `long` elements representing the size of each dimensions of the given shape.
static Constant<TFloat32>	tensorOf(Scope scope, float[][][][][] data) Creates a rank-5 constant of `float` elements.
static Constant<TUint8>	tensorOf(Scope scope, Shape shape, ByteDataBuffer data) Create a `TUint8` constant with data from the given buffer.
static Constant<TString>	tensorOf(Scope scope, NdArray<String> data) Creates a constant of `String` elements that is a copy of a given n-dimensional array, using the default UTF-8 encoding.
static Constant<TUint8>	tensorOf(Scope scope, byte[][][] data) Creates a rank-3 constant of `byte` elements.
static Constant<TFloat64>	tensorOf(Scope scope, double[][] data) Creates a rank-2 constant of `double` elements.
static Constant<TString>	tensorOf(Scope scope, String[][] data) Creates a rank-2 constant of `String` elements, using default UTF-8 encoding.
static Constant<TFloat64>	tensorOf(Scope scope, Shape shape, DoubleDataBuffer data) Create a `TFloat64` constant with data from the given buffer.
static Constant<TInt64>	tensorOf(Scope scope, long[][][][][] data) Creates a rank-5 constant of `long` elements.
static Constant<TBool>	tensorOf(Scope scope, boolean[][][][] data) Creates a rank-4 constant of `boolean` elements.
static Constant<TFloat32>	tensorOf(Scope scope, float[][][] data) Creates a rank-3 constant of `float` elements.
static Constant<TUint8>	tensorOf(Scope scope, byte[][][][][] data) Creates a rank-5 constant of `byte` elements.
static Constant<TString>	tensorOf(Scope scope, String[][][][][] data) Creates a rank-5 constant of `String` elements, using default UTF-8 encoding.
static Constant<TInt64>	tensorOf(Scope scope, long[][][] data) Creates a rank-3 constant of `long` elements.
static Constant<TUint8>	tensorOf(Scope scope, byte[][][][][][] data) Creates a rank-6 constant of `byte` elements.
static Constant<TFloat32>	tensorOf(Scope scope, float[][][][][][] data) Creates a rank-6 constant of `float` elements.
static Constant<TInt32>	tensorOf(Scope scope, int[][][][][][] data) Creates a rank-6 constant of `int` elements.
static Constant<TInt32>	tensorOf(Scope scope, IntNdArray data) Creates a constant of `int` elements that is a copy of a given n-dimensional array.
static Constant<TInt32>	tensorOf(Scope scope, int[][][][] data) Creates a rank-4 constant of `int` elements.
static Constant<TFloat64>	tensorOf(Scope scope, double[][][][][] data) Creates a rank-5 constant of `double` elements.
static Constant<TInt64>	tensorOf(Scope scope, LongNdArray data) Creates a constant of `long` elements that is a copy of a given n-dimensional array.
static Constant<TString>	tensorOf(Scope scope, String[][][][] data) Creates a rank-4 constant of `String` elements, using default UTF-8 encoding.
static Constant<TFloat64>	tensorOf(Scope scope, double[][][][] data) Creates a rank-4 constant of `double` elements.
static <T extends TNumber> Constant<T>	tensorOfSameType(Scope scope, Operand<T> toMatch, Number number) Creates a scalar of the same type as `toMatch`, with the value of `number`.
static Constant<TUint8>	vectorOf(Scope scope, byte[] data) Creates a rank-1 constant of `byte` elements.
static Constant<TInt64>	vectorOf(Scope scope, long[] data) Creates a rank-1 constant of `long` elements.
static Constant<TFloat64>	vectorOf(Scope scope, double[] data) Creates a rank-1 constant of `double` elements.
static Constant<TInt32>	vectorOf(Scope scope, int[] data) Creates a rank-1 constant of `int` elements.
static Constant<TString>	vectorOf(Scope scope, Charset charset, String[] data) Creates a constant of `String` elements, using the given charset.
static Constant<TFloat32>	vectorOf(Scope scope, float[] data) Creates a rank-1 constant of `float` elements.
static Constant<TBool>	vectorOf(Scope scope, boolean[] data) Creates a rank-1 constant of `boolean` elements.
static Constant<TString>	vectorOf(Scope scope, String[] data) Creates a rank-1 constant of `String` elements.

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.

Public Methods

public static Constant<TString> arrayOf (Scope scope, Charset charset, String... data)

Creates a constant of String elements, using the given charset.

Parameters

scope	is a scope used to add the underlying operation.
charset	charset for encoding/decoding strings bytes.
data	An array containing the values to put into the new constant. String elements are sequences of bytes from the last array dimension.

Returns

the String constant

public static Constant<TInt32> arrayOf (Scope scope, int... data)

Creates a constant of int elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

a float constant

public static Constant<TInt64> arrayOf (Scope scope, long... data)

Creates a constant of long elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

a long constant

public static Constant<TString> arrayOf (Scope scope, String... data)

Creates a constant of String elements, using the default UTF-8 charset.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

the String constant

public static Constant<TUint8> arrayOf (Scope scope, byte... data)

Creates a constant of byte elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

a byte constant

public static Constant<TFloat32> arrayOf (Scope scope, float... data)

Creates a constant of float elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

a float constant

public static Constant<TBool> arrayOf (Scope scope, boolean... data)

Creates a constant of boolean elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

a boolean constant

public static Constant<TFloat64> arrayOf (Scope scope, double... data)

Creates a constant of double elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

a double constant

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 Constant<T> create (Scope scope, T tensor)

Create a constant by making an immutable copy of tensor. tensor may be closed afterwards without issue.

Note: this endpoint cannot be simply called constant since it will conflict with other endpoints accepting an NdArray in parameter {e.g. tensorOf(Scope, FloatNdArray)}.

Parameters

scope	is a scope used to add the underlying operation.
tensor	a Tensor holding the constant value

Returns

a constant of the same data type as `tensor`

public static Constant<TFloat32> scalarOf (Scope scope, float data)

Creates a constant containing a single float element.

Parameters

scope	is a scope used to add the underlying operation.
data	The value to put into the new constant.

Returns

a float constant

public static Constant<TUint8> scalarOf (Scope scope, byte data)

Creates a constant containing a single byte element.

Parameters

scope	is a scope used to add the underlying operation.
data	The value to put into the new constant.

Returns

a byte constant

public static Constant<TString> scalarOf (Scope scope, Charset charset, String data)

Creates a String constant using a specified encoding.

Parameters

scope	is a scope used to add the underlying operation.
charset	The encoding from String to bytes.
data	The string to put into the new constant.

Returns

a string constant

public static Constant<TFloat64> scalarOf (Scope scope, double data)

Creates a constant containing a single double element.

Parameters

scope	is a scope used to add the underlying operation.
data	The value to put into the new constant.

Returns

a double constant

public static Constant<TInt32> scalarOf (Scope scope, int data)

Creates a constant containing a single int element.

Parameters

scope	is a scope used to add the underlying operation.
data	The value to put into the new constant.

Returns

an integer constant

public static Constant<TBool> scalarOf (Scope scope, boolean data)

Creates a constant containing a single boolean element.

Parameters

scope	is a scope used to add the underlying operation.
data	The value to put into the new constant.

Returns

a boolean constant

public static Constant<TString> scalarOf (Scope scope, String data)

Creates a String constant using the default, UTF-8 encoding.

Parameters

scope	is a scope used to add the underlying operation.
data	The string to put into the new constant.

Returns

a string constant

public static Constant<TInt64> scalarOf (Scope scope, long data)

Creates a constant containing a single long element.

Parameters

scope	is a scope used to add the underlying operation.
data	The value to put into the new constant.

Returns

a long constant

public static Constant<TBool> tensorOf (Scope scope, boolean[][][][][][] data)

Creates a rank-6 constant of boolean elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a boolean constant

public static Constant<TFloat64> tensorOf (Scope scope, double[][][] data)

Creates a rank-3 constant of double elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a double constant

public static Constant<TString> tensorOf (Scope scope, String[][][][][][] data)

Creates a rank-6 constant of String elements, using default UTF-8 encoding.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

a TString constant matrix

public static Constant<TUint8> tensorOf (Scope scope, byte[][][][] data)

Creates a rank-4 constant of byte elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a byte constant

public static Constant<TInt32> tensorOf (Scope scope, int[][] data)

Creates a rank-2 constant of int elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

an integer constant

public static Constant<TInt32> tensorOf (Scope scope, Shape shape, IntDataBuffer data)

Create a TInt32 constant with data from the given buffer.

Parameters

scope	is a scope used to add the underlying operation.
shape	the tensor shape.
data	a buffer containing the tensor data.

Returns

an integer constant

Throws

IllegalArgumentException	If the tensor shape is not compatible with the buffer

public static Constant<TInt64> tensorOf (Scope scope, long[][] data)

Creates a rank-2 constant of long elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a long constant

public static Constant<TInt64> tensorOf (Scope scope, Shape shape, LongDataBuffer data)

Create a TInt64 constant with data from the given buffer.

Parameters

scope	is a scope used to add the underlying operation.
shape	the tensor shape.
data	a buffer containing the tensor data.

Returns

a long constant

Throws

IllegalArgumentException	If the tensor shape is not compatible with the buffer

public static Constant<TFloat32> tensorOf (Scope scope, float[][][][] data)

Creates a rank-4 constant of float elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a float constant

public static Constant<TBool> tensorOf (Scope scope, boolean[][][] data)

Creates a rank-3 constant of boolean elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a boolean constant

public static Constant<TString> tensorOf (Scope scope, String[][][] data)

Creates a rank-3 constant of String elements, using default UTF-8 encoding.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

a TString constant matrix

public static Constant<TInt64> tensorOf (Scope scope, long[][][][][][] data)

Creates a rank-6 constant of long elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a long constant

public static Constant<TInt64> tensorOf (Scope scope, long[][][][] data)

Creates a rank-4 constant of long elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a long constant

public static Constant<TInt32> tensorOf (Scope scope, int[][][] data)

Creates a rank-3 constant of int elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

an integer constant

public static Constant<TString> tensorOf (Scope scope, Shape shape, DataBuffer<String> data)

Create a TString constant with data from the given buffer, using the default UTF-8 encoding.

Parameters

scope	is a scope used to add the underlying operation.
shape	the tensor shape.
data	a buffer containing the tensor data.

Returns

a string constant

Throws

IllegalArgumentException	If the tensor shape is not compatible with the buffer

public static Constant<TBool> tensorOf (Scope scope, boolean[][] data)

Creates a rank-2 constant of boolean elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a boolean constant

public static Constant<TInt32> tensorOf (Scope scope, int[][][][][] data)

Creates a rank-5 constant of int elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

an integer constant

public static Constant<TFloat64> tensorOf (Scope scope, DoubleNdArray data)

Creates a constant of double elements that is a copy of a given n-dimensional array.

Parameters

scope	is a scope used to add the underlying operation.
data	an n-dimensional array of `double` elements.

Returns

a double constant

public static Constant<TString> tensorOf (Scope scope, Charset charset, NdArray<String> data)

Creates a constant of String elements that is a copy of a given n-dimensional array, using the given encoding.

Parameters

scope	is a scope used to add the underlying operation.
charset	charset used to encode/decode string bytes.
data	an n-dimensional array of `String` elements.

Returns

a string constant

public static Constant<T> tensorOf (Scope scope, Class<T> type, Shape shape, ByteDataBuffer data)

Create a constant with data from the given buffer.

Parameters

scope	is a scope used to add the underlying operation.
type	the tensor type class
shape	the tensor shape.
data	a buffer containing the tensor data.

Returns

a constant of type `type`

Throws

IllegalArgumentException	If the tensor datatype or shape is not compatible with the buffer

public static Constant<TString> tensorOf (Scope scope, Charset charset, Shape shape, DataBuffer<String> data)

Create a TString constant with data from the given buffer, using the given encoding.

Parameters

scope	is a scope used to add the underlying operation.
charset	charset used to encode/decode string bytes.
shape	the tensor shape.
data	a buffer containing the tensor data.

Returns

a string constant

Throws

IllegalArgumentException	If the tensor shape is not compatible with the buffer

public static Constant<TFloat64> tensorOf (Scope scope, double[][][][][][] data)

Creates a rank-6 constant of double elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a double constant

public static Constant<TFloat32> tensorOf (Scope scope, FloatNdArray data)

Creates a constant of float elements that is a copy of a given n-dimensional array.

Parameters

scope	is a scope used to add the underlying operation.
data	an n-dimensional array of `float` elements.

Returns

a float constant

public static Constant<TBool> tensorOf (Scope scope, boolean[][][][][] data)

Creates a rank-5 constant of boolean elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a boolean constant

public static Constant<T> tensorOf (Scope scope, Class<T> type, Number number)

Creates a scalar of type, with the value of number. number may be truncated if it does not fit in the target type.

Parameters

type	the type of tensor to create. Must be concrete (i.e. not `TFloating`)
number	the value of the tensor

Returns

a constant of the passed type

Throws

IllegalArgumentException	if the type is abstract (i.e. `TFloating`) or unknown.

public static Constant<TUint8> tensorOf (Scope scope, ByteNdArray data)

Creates a constant of byte elements that is a copy of a given n-dimensional array.

Parameters

scope	is a scope used to add the underlying operation.
data	an n-dimensional array of `byte` elements.

Returns

a byte constant

public static Constant<TBool> tensorOf (Scope scope, Shape shape, BooleanDataBuffer data)

Create a TBool constant with data from the given buffer.

Parameters

scope	is a scope used to add the underlying operation.
shape	the tensor shape.
data	a buffer containing the tensor data.

Returns

an boolean constant

Throws

IllegalArgumentException	If the tensor shape is not compatible with the buffer

public static Constant<TFloat32> tensorOf (Scope scope, float[][] data)

Creates a rank-2 constant of float elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a float constant

public static Constant<TUint8> tensorOf (Scope scope, byte[][] data)

Creates a rank-2 constant of byte elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a byte constant

public static Constant<TFloat32> tensorOf (Scope scope, Shape shape, FloatDataBuffer data)

Create a TFloat32 constant with data from the given buffer.

Parameters

scope	is a scope used to add the underlying operation.
shape	the tensor shape.
data	a buffer containing the tensor data.

Returns

a float constant

Throws

IllegalArgumentException	If the tensor shape is not compatible with the buffer

public static Constant<TBool> tensorOf (Scope scope, BooleanNdArray data)

Creates a constant of boolean elements that is a copy of a given n-dimensional array.

Parameters

scope	is a scope used to add the underlying operation.
data	an n-dimensional array of `boolean` elements.

Returns

a boolean constant

public static Constant<TInt64> tensorOf (Scope scope, Shape shape)

Creates a rank-1 constant of long elements representing the size of each dimensions of the given shape.

Parameters

scope	is a scope used to add the underlying operation.
shape	a shape

Returns

a long constant

public static Constant<TFloat32> tensorOf (Scope scope, float[][][][][] data)

Creates a rank-5 constant of float elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a float constant

public static Constant<TUint8> tensorOf (Scope scope, Shape shape, ByteDataBuffer data)

Create a TUint8 constant with data from the given buffer.

Parameters

scope	is a scope used to add the underlying operation.
shape	the tensor shape.
data	a buffer containing the tensor data.

Returns

a byte constant

Throws

IllegalArgumentException	If the tensor shape is not compatible with the buffer

public static Constant<TString> tensorOf (Scope scope, NdArray<String> data)

Creates a constant of String elements that is a copy of a given n-dimensional array, using the default UTF-8 encoding.

Parameters

scope	is a scope used to add the underlying operation.
data	an n-dimensional array of `String` elements.

Returns

a string constant

public static Constant<TUint8> tensorOf (Scope scope, byte[][][] data)

Creates a rank-3 constant of byte elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a byte constant

public static Constant<TFloat64> tensorOf (Scope scope, double[][] data)

Creates a rank-2 constant of double elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a double constant

public static Constant<TString> tensorOf (Scope scope, String[][] data)

Creates a rank-2 constant of String elements, using default UTF-8 encoding.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

a TString constant matrix

public static Constant<TFloat64> tensorOf (Scope scope, Shape shape, DoubleDataBuffer data)

Create a TFloat64 constant with data from the given buffer.

Parameters

scope	is a scope used to add the underlying operation.
shape	the tensor shape.
data	a buffer containing the tensor data.

Returns

a double constant

Throws

IllegalArgumentException	If the tensor shape is not compatible with the buffer

public static Constant<TInt64> tensorOf (Scope scope, long[][][][][] data)

Creates a rank-5 constant of long elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a long constant

public static Constant<TBool> tensorOf (Scope scope, boolean[][][][] data)

Creates a rank-4 constant of boolean elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a boolean constant

public static Constant<TFloat32> tensorOf (Scope scope, float[][][] data)

Creates a rank-3 constant of float elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a float constant

public static Constant<TUint8> tensorOf (Scope scope, byte[][][][][] data)

Creates a rank-5 constant of byte elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a byte constant

public static Constant<TString> tensorOf (Scope scope, String[][][][][] data)

Creates a rank-5 constant of String elements, using default UTF-8 encoding.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

a TString constant matrix

public static Constant<TInt64> tensorOf (Scope scope, long[][][] data)

Creates a rank-3 constant of long elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a long constant

public static Constant<TUint8> tensorOf (Scope scope, byte[][][][][][] data)

Creates a rank-6 constant of byte elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a byte constant

public static Constant<TFloat32> tensorOf (Scope scope, float[][][][][][] data)

Creates a rank-6 constant of float elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a float constant

public static Constant<TInt32> tensorOf (Scope scope, int[][][][][][] data)

Creates a rank-6 constant of int elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

an integer constant

public static Constant<TInt32> tensorOf (Scope scope, IntNdArray data)

Creates a constant of int elements that is a copy of a given n-dimensional array.

Parameters

scope	is a scope used to add the underlying operation.
data	an n-dimensional array of `int` elements.

Returns

an integer constant

public static Constant<TInt32> tensorOf (Scope scope, int[][][][] data)

Creates a rank-4 constant of int elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

an integer constant

public static Constant<TFloat64> tensorOf (Scope scope, double[][][][][] data)

Creates a rank-5 constant of double elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a double constant

public static Constant<TInt64> tensorOf (Scope scope, LongNdArray data)

Creates a constant of long elements that is a copy of a given n-dimensional array.

Parameters

scope	is a scope used to add the underlying operation.
data	an n-dimensional array of `long` elements.

Returns

a long constant

public static Constant<TString> tensorOf (Scope scope, String[][][][] data)

Creates a rank-4 constant of String elements, using default UTF-8 encoding.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

a TString constant matrix

public static Constant<TFloat64> tensorOf (Scope scope, double[][][][] data)

Creates a rank-4 constant of double elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a double constant

public static Constant<T> tensorOfSameType (Scope scope, Operand<T> toMatch, Number number)

Creates a scalar of the same type as toMatch, with the value of number. number may be truncated if it does not fit in the target type.

Parameters

toMatch	the operand providing the target type
number	the value of the tensor

Returns

a constant with the same type as toMatch

Throws

IllegalArgumentException	if the type is unknown (which should be impossible).

public static Constant<TUint8> vectorOf (Scope scope, byte[] data)

Creates a rank-1 constant of byte elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a byte constant

public static Constant<TInt64> vectorOf (Scope scope, long[] data)

Creates a rank-1 constant of long elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a long constant

public static Constant<TFloat64> vectorOf (Scope scope, double[] data)

Creates a rank-1 constant of double elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a double constant

public static Constant<TInt32> vectorOf (Scope scope, int[] data)

Creates a rank-1 constant of int elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

an integer constant

public static Constant<TString> vectorOf (Scope scope, Charset charset, String[] data)

Creates a constant of String elements, using the given charset.

Parameters

scope	is a scope used to add the underlying operation.
charset	charset for encoding/decoding strings bytes.
data	An array containing the values to put into the new constant. String elements are sequences of bytes from the last array dimension.

Returns

the String constant

public static Constant<TFloat32> vectorOf (Scope scope, float[] data)

Creates a rank-1 constant of float elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a float constant

public static Constant<TBool> vectorOf (Scope scope, boolean[] data)

Creates a rank-1 constant of boolean elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant. The dimensions of the new constant will match those of the array.

Returns

a boolean constant

public static Constant<TString> vectorOf (Scope scope, String[] data)

Creates a rank-1 constant of String elements.

Parameters

scope	is a scope used to add the underlying operation.
data	An array containing the values to put into the new constant.

Returns

a TString constant matrix