Tensordot

Returns a contraction of a and b over multiple dimensions. tensordot implements a generalized matrix product.

Usage

torch_tensordot(a, b, dims = 2)

Arguments

a

(Tensor) Left tensor to contract

b

(Tensor) Right tensor to contract

dims

(int or tuple of two lists of integers) number of dimensions to contract or explicit lists of dimensions for a and b respectively

Examples

if (torch_is_installed()) {

a <- torch_arange(start = 1, end = 60)$reshape(c(3, 4, 5))
b <- torch_arange(start = 1, end = 24)$reshape(c(4, 3, 2))
torch_tensordot(a, b, dims = list(c(2, 1), c(1, 2)))
if (FALSE) {
a = torch_randn(3, 4, 5, device='cuda')
b = torch_randn(4, 5, 6, device='cuda')
c = torch_tensordot(a, b, dims=2)$cpu()
}
}