return output_height > input_height && output_width > input_width &&
           stride_height == 1 && stride_width == 1;
  }

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