Help protect the Great Barrier Reef with TensorFlow on Kaggle Join Challenge

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`.

Public Methods

Output<T>
asOutput()
Returns the symbolic handle of a tensor.
static <T> InplaceUpdate<T>
create(Scope scope, Operand<T> x, Operand<Integer> 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

Public Methods

public Output<T> asOutput ()

Returns the symbolic handle of a 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<Integer> 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`.