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tensor.transpose
fn transpose(self: @Tensor<T>, axes: Span<usize>) -> Tensor<T>;
Returns a new tensor with the axes rearranged according to the given permutation.
self(@Tensor<T>) - The input tensor.axes(Span<usize>) - The usize elements representing the axes to be transposed.
- Panics if the length of the axes array is not equal to the rank of the input tensor.
A
Tensor<T> instance with the axes reordered according to the given permutation.use array::{ArrayTrait, SpanTrait};
use orion::operators::tensor::{TensorTrait, Tensor, U32Tensor};
fn transpose_tensor_example() -> Tensor<u32> {
let tensor = TensorTrait::<u32>::new(
shape: array![2, 2, 2].span(), data: array![0, 1, 2, 3, 4, 5, 6, 7].span(),
);
// We can call `transpose` function as follows.
return tensor.transpose(axes: array![1, 2, 0].span());
}
>>> [[[0,4],[1,5]],[[2,6],[3,7]]]
Last modified 2mo ago