Transpose

Versioned name: Transpose-1

Category: Movement

Short description: Transpose operation reorders the input tensor dimensions.

OpenVINO description: This OP is as same as OpenVINO OP

Inputs:

  • 1: arg - the tensor to be transposed. A tensor of type T1. Required.

  • 2: input_order - the permutation to apply to the axes of the input shape. Must be a vector of element T2 type, with shape [n], where n is the rank of arg. The tensor’s value must contain every integer in the range [0,n-1]. If an empty list is specified [] then the axes will be inverted. A tensor of type T2. Required.

Outputs

  • 1: A tensor with shape and type matching 1st tensor.

Types

  • T1: arbitrary supported type.

  • T2: any integer type..

Detailed description:

Transpose operation reorders the input tensor dimensions. Source indexes and destination indexes are bound by the formula:

\[output[i(order[0]), i(order[1]), ..., i(order[N-1])] = input[i(0), i(1), ..., i(N-1)]\]

where:

\[i(j) in range 0..(input.shape[j]-1)\]