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Matrix_power

Source: R/gen-namespace-docs.R, R/gen-namespace-examples.R, R/gen-namespace.R
torch_matrix_power.Rd

Matrix_power

Usage

torch_matrix_power(self, n)

Arguments

self

(Tensor) the input tensor.

n

(int) the power to raise the matrix to

matrix_power(input, n) -> Tensor

Returns the matrix raised to the power n for square matrices. For batch of matrices, each individual matrix is raised to the power n.

If n is negative, then the inverse of the matrix (if invertible) is raised to the power n. For a batch of matrices, the batched inverse (if invertible) is raised to the power n. If n is 0, then an identity matrix is returned.

Examples

if (torch_is_installed()) {

a = torch_randn(c(2, 2, 2))
a
torch_matrix_power(a, 3)
}
#> torch_tensor
#> (1,.,.) = 
#>   15.9605   4.1066
#>   10.2562   2.1819
#> 
#> (2,.,.) = 
#>   21.5833  14.7954
#>   12.4308   8.6913
#> [ CPUFloatType{2,2,2} ]