int64_t in_y_cst = input_ty.getShape()[1];
    int64_t in_x_cst = input_ty.getShape()[2];
    int64_t in_spatial_cst =
        in_y_cst < 0 || in_x_cst < 0 ? -1 : in_y_cst * in_x_cst;

    // TODO(suderman): Add support for these optional parameters.
    if (op.getAlignCorners() == true || op.getHalfPixelCenters() == true) {
      return failure();
    }

    auto one =

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