Where

torch_where(condition, self, other)

Arguments

condition

(BoolTensor) When TRUE (nonzero), yield x, otherwise yield y

self

(Tensor) values selected at indices where condition is TRUE

other

(Tensor) values selected at indices where condition is FALSE

Note

The tensors `condition`, `x`, `y` must be broadcastable .

See also torch_nonzero().

where(condition, x, y) -> Tensor

Return a tensor of elements selected from either x or y, depending on condition.

The operation is defined as:

$$ \mbox{out}_i = \left\{ \begin{array}{ll} \mbox{x}_i & \mbox{if } \mbox{condition}_i \\ \mbox{y}_i & \mbox{otherwise} \\ \end{array} \right. $$

where(condition) -> tuple of LongTensor

torch_where(condition) is identical to torch_nonzero(condition, as_tuple=TRUE).

Examples

if (torch_is_installed()) { if (FALSE) { x = torch_randn(c(3, 2)) y = torch_ones(c(3, 2)) x torch_where(x > 0, x, y) } }