Topk
Arguments
- self
(Tensor) the input tensor.
- k
(int) the k in "top-k"
- dim
(int, optional) the dimension to sort along
- largest
(bool, optional) controls whether to return largest or smallest elements
- sorted
(bool, optional) controls whether to return the elements in sorted order
topk(input, k, dim=NULL, largest=TRUE, sorted=TRUE) -> (Tensor, LongTensor)
Returns the k largest elements of the given input tensor along
a given dimension.
If dim is not given, the last dimension of the input is chosen.
If largest is FALSE then the k smallest elements are returned.
A namedtuple of (values, indices) is returned, where the indices are the indices
of the elements in the original input tensor.
The boolean option sorted if TRUE, will make sure that the returned
k elements are themselves sorted
Examples
if (torch_is_installed()) {
x = torch_arange(1., 6.)
x
torch_topk(x, 3)
}
#> [[1]]
#> torch_tensor
#> 6
#> 5
#> 4
#> [ CPUFloatType{3} ]
#>
#> [[2]]
#> torch_tensor
#> 6
#> 5
#> 4
#> [ CPULongType{3} ]
#>