bool IsTransposeConv(
      stablehlo::ConvolutionOp op,
      stablehlo::ConvDimensionNumbersAttr dimension_numbers) const {
    const auto [input_height, input_width, output_height, output_width] =
        GetInOutDimensions(op, dimension_numbers);
    const auto [stride_height, stride_width] = GetStrides(op);

    // Reference: https://arxiv.org/pdf/1603.07285.pdf
    // Section 4.6 > Relationship 13 states an associated transposed