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InplaceUpdate

public final class InplaceUpdate

Updates specified rows 'i' with values 'v'.

Computes `x[i, :] = v; return x`.

Originally this function is mutative however for compilation we make this operation create / operate on a copy of `x`.

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 > InplaceUpdate <T>
create ( Scope scope, Operand <T> x, Operand < TInt32 > i, Operand <T> v)
Factory method to create a class wrapping a new InplaceUpdate operation.
Output <T>
y ()
A `Tensor` of type T.

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "InplaceUpdate"

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 InplaceUpdate <T> create ( Scope scope, Operand <T> x, Operand < TInt32 > i, Operand <T> v)

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

Parameters
scope current scope
x A tensor of type `T`.
i A vector. Indices into the left-most dimension of `x`.
v A `Tensor` of type T. Same dimension sizes as x except the first dimension, which must be the same as i's size.
Returns
  • a new instance of InplaceUpdate

public Output <T> y ()

A `Tensor` of type T. An alias of `x`. The content of `y` is undefined if there are duplicates in `i`.