auto x_type = mlir::cast<RankedTensorType>(x.getType());
  auto y_type = mlir::cast<RankedTensorType>(y.getType());
  auto result_type = GetStaticBroadcastType(x_type, y_type, broadcast_dims);
  if (!result_type) {
    emitError(loc) << "could not binary broadcast " << x_type << ", " << y_type
                   << " with broadcast_dims = " << broadcast_dims;
    return nullptr;
  }
  auto larger_broadcast_dims =