Divides sparse updates into the variable referenced by `resource`.
This operation computes
# Scalar indices ref[indices, ...] /= updates[...]
# Vector indices (for each i) ref[indices[i], ...] /= updates[i, ...]
# High rank indices (for each i, ..., j) ref[indices[i, ..., j], ...] /= updates[i, ..., j, ...]
Duplicate entries are handled correctly: if multiple `indices` reference the same location, their contributions multiply.
Requires `updates.shape = indices.shape + ref.shape[1:]` or `updates.shape = []`.
Public Methods
static <T extends Number, U> ResourceScatterDiv |
Inherited Methods
Public Methods
public static ResourceScatterDiv create (Scope scope, Operand<?> resource, Operand<T> indices, Operand<U> updates)
Factory method to create a class wrapping a new ResourceScatterDiv operation.
Parameters
scope | current scope |
---|---|
resource | Should be from a `Variable` node. |
indices | A tensor of indices into the first dimension of `ref`. |
updates | A tensor of updated values to add to `ref`. |
Returns
- a new instance of ResourceScatterDiv